From 0638393d850184ae0ec4d675ae30736c3df8ac96 Mon Sep 17 00:00:00 2001 From: misi9170 Date: Thu, 26 Oct 2023 15:12:59 -0600 Subject: [PATCH 1/6] One way steering applied. --- .../04_floris_tuning/00_tune_emg_to_gch.ipynb | 999 ++++++++++-------- 1 file changed, 529 insertions(+), 470 deletions(-) diff --git a/examples_artificial_data/04_floris_tuning/00_tune_emg_to_gch.ipynb b/examples_artificial_data/04_floris_tuning/00_tune_emg_to_gch.ipynb index ddee428b..21abc30c 100644 --- a/examples_artificial_data/04_floris_tuning/00_tune_emg_to_gch.ipynb +++ b/examples_artificial_data/04_floris_tuning/00_tune_emg_to_gch.ipynb @@ -2,9 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 70, - "metadata": {}, - "outputs": [], + "execution_count": 1, "source": [ "# Suppress warnings\n", "import warnings\n", @@ -26,20 +24,20 @@ "\n", "\n", "warnings.filterwarnings('ignore')\n" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "markdown", - "metadata": {}, "source": [ "# Parameters" - ] + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [], + "execution_count": 2, "source": [ "model_to_tune_to = 'emgauss' # gch, turbopark, emgauss\n", "n_row_x = 3 # Define the number of turbine rows in the x direction\n", @@ -49,30 +47,30 @@ "\n", "if n_row_y % 2 == 0:\n", " warnings.warn('Even number will be weird')\n" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 72, - "metadata": {}, - "outputs": [], + "execution_count": 3, "source": [ "# Parameters about timing and grouping\n", "points_per_group = 10\n" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "markdown", - "metadata": {}, "source": [ "## Load FLORIS" - ] + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 73, - "metadata": {}, - "outputs": [], + "execution_count": 4, "source": [ "# Load the FLORIS models for GCH and EMG\n", "file_path = Path.cwd()\n", @@ -85,29 +83,20 @@ "fi_path = file_path / \"../floris_input_artificial/emgauss.yaml\"\n", "fi_emg = wfct.floris_interface.FlorisInterface(fi_path)\n", "\n" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "markdown", - "metadata": {}, "source": [ "# Generate data to tune to" - ] + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 74, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[0, 0, 0, 882, 882, 882, 1764, 1764, 1764]\n", - "[0, 1260, 2520, 0, 1260, 2520, 0, 1260, 2520]\n" - ] - } - ], + "execution_count": 5, "source": [ "# Define a layout of num_turbines turbines arranged in a grid\n", "num_turbines = n_row_x * n_row_y\n", @@ -124,47 +113,35 @@ "\n", "print(layout_x)\n", "print(layout_y)" - ] + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "[0, 0, 0, 882, 882, 882, 1764, 1764, 1764]\n", + "[0, 1260, 2520, 0, 1260, 2520, 0, 1260, 2520]\n" + ] + } + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 75, - "metadata": {}, - "outputs": [], + "execution_count": 6, "source": [ "# Identify the indexes of the reference turbine, the control turbine, the single_wake turbine and the deep_wake turbine\n", "ref_idx = 0\n", "control_idx = int(np.floor(n_row_y / 2))\n", "single_wake_idx = int(np.floor(n_row_y / 2) + n_row_y)\n", "deep_wake_idx = int(num_turbines - (np.floor(n_row_y / 2)) - 1)" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 76, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 76, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": 7, "source": [ "# Set the layout and show the locations of special turbines \n", "fi_benchmark.reinitialize(layout_x=layout_x, layout_y=layout_y)\n", @@ -182,38 +159,41 @@ "ax.scatter(layout_x[single_wake_idx],layout_y[single_wake_idx],color='b',marker='o',s=100,label='Single Wake Turbine')\n", "ax.scatter(layout_x[deep_wake_idx],layout_y[deep_wake_idx],color='m',marker='o',s=100,label='Deep Wake Turbine')\n", "ax.legend()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generate a time history of wind speed conditions to generate around a sector of west winds" - ] - }, - { - "cell_type": "code", - "execution_count": 77, - "metadata": {}, + ], "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Num Points 10000\n" - ] + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 7 }, { + "output_type": "display_data", "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], + "metadata": {} + }, + { + "cell_type": "markdown", + "source": [ + "## Generate a time history of wind speed conditions to generate around a sector of west winds" + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 8, "source": [ "# Create a time history of points where the wind speed and wind direction step different combinations\n", "ws_points = np.arange(5.0,10.0,1.0)\n", @@ -241,41 +221,59 @@ "axarr[1].set_ylabel('deg')\n", "axarr[1].legend()\n", "axarr[1].grid(True)" - ] + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Num Points 10000\n" + ] + }, + { + "output_type": "display_data", + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {} + } + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 78, - "metadata": {}, + "execution_count": 9, + "source": [ + "total_number_of_points = len(ws_array)\n", + "total_number_of_points" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ "10000" ] }, - "execution_count": 78, "metadata": {}, - "output_type": "execute_result" + "execution_count": 9 } ], - "source": [ - "total_number_of_points = len(ws_array)\n", - "total_number_of_points" - ] + "metadata": {} }, { "cell_type": "markdown", - "metadata": {}, "source": [ "# Simulate benchmark FLORIS and save power in kW" - ] + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 79, - "metadata": {}, - "outputs": [], + "execution_count": 10, "source": [ "# Compute the power of the second turbine for two cases\n", "# Baseline: The front turbine is aligned to the wind\n", @@ -284,68 +282,93 @@ "fi_benchmark.calculate_wake()\n", "power_baseline = fi_benchmark.get_turbine_powers().squeeze() / 1000.\n", "\n" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 80, - "metadata": {}, - "outputs": [], + "execution_count": 11, "source": [ "# Set up yaw angles to be positive for winds over 250\n", "yaw_angles = np.zeros([len(ws_array),1,num_turbines])\n", - "yaw_angles[np.array(wd_array)>=25,:,control_idx] = 25 # Set control turbine yaw angles to 25 deg\n" - ] + "yaw_angles[((np.array(wd_array)>=270) & (np.array(wd_array) <= 285)),:,control_idx] = 25 # Set control turbine yaw angles to 25 deg\n", + "\n", + "fig, axarr = plt.subplots(3,1,sharex=True)\n", + "axarr[0].plot(t, ws_array,label='Wind Speed')\n", + "axarr[0].set_ylabel('m/s')\n", + "axarr[0].legend()\n", + "axarr[0].grid(True)\n", + "axarr[1].plot(t, wd_array,label='Wind Direction')\n", + "axarr[1].set_ylabel('deg')\n", + "axarr[1].legend()\n", + "axarr[1].grid(True)\n", + "axarr[2].plot(t, yaw_angles[:,:,control_idx],label='Yaw angle')\n", + "axarr[2].set_ylabel('deg')\n", + "axarr[2].legend()\n", + "axarr[2].grid(True)\n" + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {} + } + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 81, - "metadata": {}, - "outputs": [], + "execution_count": 12, "source": [ "fi_benchmark.calculate_wake(yaw_angles=yaw_angles)\n", "power_wakesteering = fi_benchmark.get_turbine_powers().squeeze() / 1000." - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 82, - "metadata": {}, + "execution_count": 13, + "source": [ + "# Recompute assuming some random perturbation of the wd signal\n", + "wd_std_benchmark = 2.0\n", + "wd_array_noisy = wd_array + np.random.randn(len(wd_array)) * wd_std_benchmark,\n", + "wd_array_noisy = wd_array_noisy[0]\n", + "plt.plot(wd_array_noisy)" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 82, "metadata": {}, - "output_type": "execute_result" + "execution_count": 13 }, { + "output_type": "display_data", "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], - "source": [ - "# Recompute assuming some random perturbation of the wd signal\n", - "wd_std_benchmark = 2.0\n", - "wd_array_noisy = wd_array + np.random.randn(len(wd_array)) * wd_std_benchmark,\n", - "wd_array_noisy = wd_array_noisy[0]\n", - "plt.plot(wd_array_noisy)" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 83, - "metadata": {}, - "outputs": [], + "execution_count": 14, "source": [ "fi_benchmark.reinitialize(wind_speeds=ws_array, wind_directions=wd_array_noisy, time_series=True)\n", "fi_benchmark.calculate_wake()\n", @@ -354,20 +377,20 @@ "\n", "fi_benchmark.calculate_wake(yaw_angles=yaw_angles)\n", "power_wakesteering_noisy = fi_benchmark.get_turbine_powers().squeeze() / 1000." - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "markdown", - "metadata": {}, "source": [ "## Assemble the data into pandas dataframes" - ] + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 84, - "metadata": {}, - "outputs": [], + "execution_count": 15, "source": [ "def get_df(data, wd_, ws_):\n", "\n", @@ -398,34 +421,13 @@ " df_ = df_[['wd','ws'] + pow_cols]\n", "\n", " return df_" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 85, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 85, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": 16, "source": [ "df_baseline = get_df(power_baseline, wd_array, ws_array)\n", "df_wakesteering = get_df(power_wakesteering, wd_array, ws_array)\n", @@ -442,91 +444,160 @@ "ax.plot(list(range(n_row)),power_baseline_noisy[:,single_wake_idx])\n", "ax.plot(np.arange(0,n_row,10),df_baseline_noisy['pow_%03d' % single_wake_idx])\n", "ax.plot(np.arange(0,n_row,10),df_baseline['pow_%03d' % single_wake_idx],'k--')" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "metadata": {}, + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 87, "metadata": {}, - "output_type": "execute_result" + "execution_count": 16 }, { + "output_type": "display_data", "data": { - "image/png": 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", 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", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 17, "source": [ "n_row = power_baseline.shape[0]\n", "fig, ax = plt.subplots(figsize=(12,4))\n", "ax.plot(list(range(n_row)),power_wakesteering_noisy[:,single_wake_idx])\n", "ax.plot(np.arange(0,n_row,10),df_wakesteering_noisy['pow_%03d' % single_wake_idx])\n", "ax.plot(np.arange(0,n_row,10),df_wakesteering['pow_%03d' % single_wake_idx],'k--')" - ] + ], + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "[]" + ] + }, + "metadata": {}, + "execution_count": 17 + }, + { + "output_type": "display_data", + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {} + } + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 86, - "metadata": {}, - "outputs": [], + "execution_count": 18, + "source": [ + "n_row = power_baseline.shape[0]\n", + "fig, ax = plt.subplots(figsize=(12,4))\n", + "ax.plot(list(range(n_row)),power_wakesteering_noisy[:,single_wake_idx]-power_baseline_noisy[:,single_wake_idx])\n", + "ax.plot(np.arange(0,n_row,10),df_wakesteering_noisy['pow_%03d' % single_wake_idx]-df_baseline_noisy['pow_%03d' % single_wake_idx])\n", + "ax.plot(np.arange(0,n_row,10),df_wakesteering['pow_%03d' % single_wake_idx]-df_baseline['pow_%03d' % single_wake_idx],'k--')" + ], + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "[]" + ] + }, + "metadata": {}, + "execution_count": 18 + }, + { + "output_type": "display_data", + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {} + } + ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 19, "source": [ "# Similarly average the yaw angle matrices along every 10\n", "yaw_angles_reshaped = yaw_angles.reshape(total_number_of_points//points_per_group, points_per_group, 1, yaw_angles.shape[2])\n", "yaw_angles = np.mean(yaw_angles_reshaped, axis=1)\n", "\n" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 88, - "metadata": {}, - "outputs": [], + "execution_count": 20, "source": [ "# Save the yaw angles\n", "yaw_angles_base = 0 * yaw_angles\n", "yaw_angels_wakesteering = yaw_angles" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "markdown", - "metadata": {}, "source": [ "## Tune Wake Expansion (First Index) to baseline (non-noisy) data" - ] + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 89, - "metadata": {}, - "outputs": [], + "execution_count": 21, "source": [ "wake_expansion_rates = np.arange(start=0.0005, \n", " stop=0.025,\n", " step=0.0005)" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 90, - "metadata": {}, + "execution_count": 22, + "source": [ + "df_scada = df_baseline.copy()\n", + "floris_wake_losses, scada_wake_loss = ft.sweep_velocity_model_parameter_for_overall_wake_losses(\n", + " parameter=['wake','wake_velocity_parameters','empirical_gauss','wake_expansion_rates'],\n", + " value_candidates=wake_expansion_rates,\n", + " df_scada_in = df_scada,\n", + " fi_in = fi_emg,\n", + " param_idx=0,\n", + " ref_turbines=[ref_idx],\n", + " test_turbines=[single_wake_idx]\n", + ")\n", + "print(floris_wake_losses, scada_wake_loss)" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "[17.45471208 17.39184609 17.33001988 17.2660059 17.20079455 17.13408884\n", " 17.06766907 17.00103717 16.93299342 16.86497758 16.79450463 16.72453238\n", @@ -540,142 +611,112 @@ ] } ], - "source": [ - "df_scada = df_baseline.copy()\n", - "floris_wake_losses, scada_wake_loss = ft.sweep_velocity_model_parameter_for_overall_wake_losses(\n", - " parameter=['wake','wake_velocity_parameters','empirical_gauss','wake_expansion_rates'],\n", - " value_candidates=wake_expansion_rates,\n", - " df_scada_in = df_scada,\n", - " fi_in = fi_emg,\n", - " param_idx=0,\n", - " ref_turbines=[ref_idx],\n", - " test_turbines=[single_wake_idx]\n", - ")\n", - "print(floris_wake_losses, scada_wake_loss)" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 91, - "metadata": {}, + "execution_count": 23, + "source": [ + "\n", + "fig, ax = plt.subplots()\n", + "best_param = ft.select_best_velocity_parameter(floris_wake_losses, \n", + " scada_wake_loss,\n", + " wake_expansion_rates, \n", + " ax=ax)\n", + "ax.set_xlabel('Wake Expansion Parameter')\n", + "ax.set_ylabel('Percent Wake Loss')" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ "Text(0, 0.5, 'Percent Wake Loss')" ] }, - "execution_count": 91, "metadata": {}, - "output_type": "execute_result" + "execution_count": 23 }, { + "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], - "source": [ - "\n", - "fig, ax = plt.subplots()\n", - "best_param = ft.select_best_velocity_parameter(floris_wake_losses, \n", - " scada_wake_loss,\n", - " wake_expansion_rates, \n", - " ax=ax)\n", - "ax.set_xlabel('Wake Expansion Parameter')\n", - "ax.set_ylabel('Percent Wake Loss')" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 92, - "metadata": {}, - "outputs": [], + "execution_count": 24, "source": [ "# Apply the best fit\n", "fi_emg = set_fi_param(fi_emg, \n", " ['wake','wake_velocity_parameters','empirical_gauss','wake_expansion_rates'],\n", " param_idx=0,\n", " value=best_param)" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 93, - "metadata": {}, + "execution_count": 25, + "source": [ + "print(fi_emg.floris.as_dict()['wake']['wake_velocity_parameters']['empirical_gauss']['wake_expansion_rates'])" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "[0.01, 0.005]\n" ] } ], - "source": [ - "print(fi_emg.floris.as_dict()['wake']['wake_velocity_parameters']['empirical_gauss']['wake_expansion_rates'])" - ] + "metadata": {} }, { "cell_type": "markdown", - "metadata": {}, "source": [ "## Retune with noisy data" - ] + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 94, - "metadata": {}, - "outputs": [], + "execution_count": 26, "source": [ "# Make a copy for the noisy fi_emg model\n", "fi_emg_noisy = fi_emg.copy()" - ] - }, - { - "cell_type": "code", - "execution_count": 95, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[0.01, 0.005]\n" - ] - } ], - "source": [ - "print(fi_emg_noisy.floris.as_dict()['wake']['wake_velocity_parameters']['empirical_gauss']['wake_expansion_rates'])" - ] + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 96, - "metadata": {}, + "execution_count": 27, + "source": [ + "print(fi_emg_noisy.floris.as_dict()['wake']['wake_velocity_parameters']['empirical_gauss']['wake_expansion_rates'])" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ - "[17.49185724 17.4273998 17.36327103 17.29808862 17.23226791 17.16579984\n", - " 17.09891127 17.03031448 16.96076838 16.89041836 16.81875927 16.7469827\n", - " 16.6751607 16.60339428 16.53072176 16.4565374 16.3809561 16.30469319\n", - " 16.22845474 16.15200113 16.07539034 15.99847297 15.92148779 15.84404449\n", - " 15.76697708 15.69023132 15.61379221 15.53724482 15.45917639 15.38067054\n", - " 15.30243545 15.22460241 15.14726437 15.07032302 14.99333508 14.91621623\n", - " 14.83947833 14.76337713 14.68798276 14.61327076 14.53916817 14.46562358\n", - " 14.39205982 14.31809257 14.24419605 14.17117473 14.09874352 14.02701891\n", - " 13.95569355] 16.170287634058134\n" + "[0.01, 0.005]\n" ] } ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 28, "source": [ "df_scada = df_baseline_noisy.copy()\n", "floris_wake_losses, scada_wake_loss = ft.sweep_velocity_model_parameter_for_overall_wake_losses(\n", @@ -688,92 +729,99 @@ " test_turbines=[single_wake_idx]\n", ")\n", "print(floris_wake_losses, scada_wake_loss)" - ] + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "[17.53388204 17.4690031 17.40429384 17.33897603 17.27280622 17.20593804\n", + " 17.13868684 17.07019001 17.00100436 16.93094901 16.85991468 16.78855372\n", + " 16.71664956 16.64435344 16.57119238 16.49630522 16.41994349 16.34328884\n", + " 16.26694198 16.19057613 16.11380634 16.03643297 15.95936725 15.88205722\n", + " 15.80507974 15.7284327 15.65215681 15.57565221 15.49855183 15.42062164\n", + " 15.34265116 15.26469662 15.18747131 15.11075259 15.0339269 14.95696493\n", + " 14.88024089 14.80419214 14.72890587 14.65407269 14.5796541 14.50532312\n", + " 14.43114216 14.35697933 14.28327742 14.2103194 14.13821784 14.06675253\n", + " 13.99581871] 16.1904672460727\n" + ] + } + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 97, - "metadata": {}, + "execution_count": 29, + "source": [ + "\n", + "fig, ax = plt.subplots()\n", + "best_param = ft.select_best_velocity_parameter(floris_wake_losses, \n", + " scada_wake_loss,\n", + " wake_expansion_rates, \n", + " ax=ax)\n", + "ax.set_xlabel('Wake Expansion Parameter')\n", + "ax.set_ylabel('Percent Wake Loss')" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ "Text(0, 0.5, 'Percent Wake Loss')" ] }, - "execution_count": 97, "metadata": {}, - "output_type": "execute_result" + "execution_count": 29 }, { + "output_type": "display_data", "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], - "source": [ - "\n", - "fig, ax = plt.subplots()\n", - "best_param = ft.select_best_velocity_parameter(floris_wake_losses, \n", - " scada_wake_loss,\n", - " wake_expansion_rates, \n", - " ax=ax)\n", - "ax.set_xlabel('Wake Expansion Parameter')\n", - "ax.set_ylabel('Percent Wake Loss')" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 98, - "metadata": {}, - "outputs": [], + "execution_count": 30, "source": [ "# Apply the best fit\n", "fi_emg_noisy = set_fi_param(fi_emg_noisy, \n", " ['wake','wake_velocity_parameters','empirical_gauss','wake_expansion_rates'],\n", " param_idx=0,\n", " value=best_param)" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "markdown", - "metadata": {}, "source": [ "## Identify wd_std" - ] + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 99, - "metadata": {}, - "outputs": [], + "execution_count": 31, "source": [ "min_wd = np.floor(np.min([df_baseline.wd.min(), df_baseline_noisy.wd.min()]))\n", "max_wd = np.ceil(np.max([df_baseline.wd.max(), df_baseline_noisy.wd.max()]))\n", "\n", "min_ws = np.floor(np.min([df_baseline.ws.min(), df_baseline_noisy.ws.min()]))\n", "max_ws = np.ceil(np.max([df_baseline.ws.max(), df_baseline_noisy.ws.max()]))" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 100, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generating a df_approx table of FLORIS solutions covering a total of 168 cases.\n", - "Finished calculating the FLORIS solutions for the dataframe.\n" - ] - } - ], + "execution_count": 32, "source": [ "# Make approximate tables\n", "wd_array = np.arange(min_wd, max_wd, 1.)\n", @@ -783,47 +831,68 @@ " wd_array=wd_array,\n", " ws_array=ws_array,\n", " ti_array = np.array([0.1]))" - ] - }, - { - "cell_type": "code", - "execution_count": 101, - "metadata": {}, + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "Generating a df_approx table of FLORIS solutions covering a total of 168 cases.\n", "Finished calculating the FLORIS solutions for the dataframe.\n" ] } ], + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 33, "source": [ "df_approx_noisy = ftools.calc_floris_approx_table(fi_emg_noisy, \n", " wd_array=wd_array,\n", " ws_array=ws_array,\n", " ti_array = np.array([0.1]))" - ] + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Generating a df_approx table of FLORIS solutions covering a total of 168 cases.\n", + "Finished calculating the FLORIS solutions for the dataframe.\n" + ] + } + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 102, - "metadata": {}, - "outputs": [], + "execution_count": 34, "source": [ "# Select the values to check\n", "wd_std_range = [0, 1, 2, 3, 4, 5]" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 103, - "metadata": {}, + "execution_count": 35, + "source": [ + "# Evaluate\n", + "df_scada = df_baseline.copy()\n", + "er_error, df_list = ft.sweep_wd_std_for_er(\n", + " wd_std_range,\n", + " df_scada,\n", + " df_approx,\n", + " ref_turbines=[ref_idx],\n", + " test_turbines=[single_wake_idx]\n", + " )" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", @@ -870,100 +939,99 @@ ] } ], - "source": [ - "# Evaluate\n", - "df_scada = df_baseline.copy()\n", - "er_error, df_list = ft.sweep_wd_std_for_er(\n", - " wd_std_range,\n", - " df_scada,\n", - " df_approx,\n", - " ref_turbines=[ref_idx],\n", - " test_turbines=[single_wake_idx]\n", - " )" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 104, - "metadata": {}, + "execution_count": 36, + "source": [ + "# Select the best result\n", + "fig, ax = plt.subplots()\n", + "best_param = ft.select_best_wd_std(er_error, \n", + " wd_std_range,\n", + " ax=ax)\n" + ], "outputs": [ { + "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], - "source": [ - "# Select the best result\n", - "fig, ax = plt.subplots()\n", - "best_param = ft.select_best_wd_std(er_error, \n", - " wd_std_range,\n", - " ax=ax)\n" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 105, - "metadata": {}, + "execution_count": 37, + "source": [ + "# Plot the values\n", + "fig, ax = plt.subplots()\n", + "\n", + "ax.plot(df_list[0]['wd_bin'],df_list[0]['SCADA'].values, color='k',lw=5,label='SCADA')\n", + "\n", + "for i, wd_std in enumerate(wd_std_range):\n", + " ax.plot(df_list[i]['wd_bin'],df_list[i]['FLORIS'].values, label=wd_std)\n", + "\n", + "ax.grid()\n", + "ax.legend()" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 105, "metadata": {}, - "output_type": "execute_result" + "execution_count": 37 }, { + "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], - "source": [ - "# Plot the values\n", - "fig, ax = plt.subplots()\n", - "\n", - "ax.plot(df_list[0]['wd_bin'],df_list[0]['SCADA'].values, color='k',lw=5,label='SCADA')\n", - "\n", - "for i, wd_std in enumerate(wd_std_range):\n", - " ax.plot(df_list[i]['wd_bin'],df_list[i]['FLORIS'].values, label=wd_std)\n", - "\n", - "ax.grid()\n", - "ax.legend()" - ] + "metadata": {} }, { "cell_type": "markdown", - "metadata": {}, "source": [ "#### Repeat with noisy data" - ] + ], + "metadata": {} }, { "cell_type": "code", - "execution_count": 106, - "metadata": {}, + "execution_count": 38, + "source": [ + "df_scada = df_baseline_noisy.copy()\n", + "er_error, df_list = ft.sweep_wd_std_for_er(\n", + " wd_std_range,\n", + " df_scada,\n", + " df_approx_noisy,\n", + " ref_turbines=[ref_idx],\n", + " test_turbines=[single_wake_idx]\n", + " )" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.983, 289.440)\n", + " minimum/maximum value in df: (248.783, 289.365)\n", " minimum/maximum value in df_approx: (248.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", @@ -973,7 +1041,7 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.983, 289.440)\n", + " minimum/maximum value in df: (248.783, 289.365)\n", " minimum/maximum value in df_approx: (248.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", @@ -983,7 +1051,7 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.983, 289.440)\n", + " minimum/maximum value in df: (248.783, 289.365)\n", " minimum/maximum value in df_approx: (248.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", @@ -993,7 +1061,7 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.983, 289.440)\n", + " minimum/maximum value in df: (248.783, 289.365)\n", " minimum/maximum value in df_approx: (248.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", @@ -1003,7 +1071,7 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.983, 289.440)\n", + " minimum/maximum value in df: (248.783, 289.365)\n", " minimum/maximum value in df_approx: (248.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", @@ -1013,7 +1081,7 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.983, 289.440)\n", + " minimum/maximum value in df: (248.783, 289.365)\n", " minimum/maximum value in df_approx: (248.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", @@ -1024,103 +1092,92 @@ ] } ], - "source": [ - "df_scada = df_baseline_noisy.copy()\n", - "er_error, df_list = ft.sweep_wd_std_for_er(\n", - " wd_std_range,\n", - " df_scada,\n", - " df_approx_noisy,\n", - " ref_turbines=[ref_idx],\n", - " test_turbines=[single_wake_idx]\n", - " )" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 107, - "metadata": {}, + "execution_count": 39, + "source": [ + "# Select the best result\n", + "fig, ax = plt.subplots()\n", + "best_param = ft.select_best_wd_std(er_error, \n", + " wd_std_range,\n", + " ax=ax)" + ], "outputs": [ { + "output_type": "display_data", "data": { - "image/png": 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", + "image/png": 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ee+01HThwoMj6f/3rX5o8ebIOHTpU5oniaOeLK+9nuFBWlvRbp2rHqVOKqFLFMwWiGIfDoU8//VQ333xzsT5k8Bza2XvWr5e6djV/ZRw5IkVEeKetL/X9faGQ6kyL0nn11VfVsWNHVa9eXevXr9fzzz+viRMnFj6enZ2ttLQ0zZo1S/fdd59XZ7MFAPiO62jK7bebA0EcDmvrkTj1gxLs2rVLAwcOVKtWrfTXv/5VDzzwgGbOnFn4+HPPPacWLVqoTp06mj59unWFAgA8xuGQFi0yl0eOtLaW81kaVGbOnFnsInAtWrSwsiRI+sc//qFDhw4pJydHP/30kx577LEi16CZOXOmHA6HVq1aVeI8LQCAwJOcLB0/LtWqJd10k9XVnGP5qZ/WrVsXud4LF2UDAMD3XHOnDBsm+dNXseWlhIeHe+TKtxcTwH2FEeL47ALwlawsadkyc9lfRvu4WB5Udu3apfj4eEVHR6tLly565plnVL9+/RKfm5ubq9zc3ML7rqnXHQ6HHCX0+DEMQ5mZmcWG1ZaG60vCMAy359FA6dHOF5ebmyvDMGQYRomf71JzOBRRuOjwj95xQcr171Sufy9cFu3seR9+aFN2driuvNJQu3b5hb8mvNXW7mzP0uHJy5cvV2Zmppo3b660tDQlJSXp119/1fbt20u8Cu/MmTOVlJRUbP38+fNLvB5MbGysqlatqho1aigyMvKyU7wD/sIwDB07dkwnT57UqVOnyrUte06Obh0+XJL0yYIFcpZnqDOAoPTkk521eXMdDR36o0aO3On1/WVnZ2vkyJGlGp7sV/OonD59Wg0aNNDf//73EmfwLOmISkJCgo4fP17iGzUMQ0ePHi088uIOwzCUk5Oj6OhoAo4X0c4XFxYWpvr165d/7oKsLEX8NtFc9tGjzKPiRQ6HQ8nJyerduzfze3gR7exZx49L9euHKz/fpu++c+j8MS3eauuMjAzVqFEj8OZRqVKlipo1a6bdu3eX+HhUVFSJp3EiIiIu2oD16tWT0+l0+7CVw+HQ2rVr1a1bN/4jeBHtfHGRkZGemQTvvHa91P8VeA7t7Bu0s2csWybl50vt20tt2pTcnp5ua3e25VdBJTMzU3v27NFdd93l0e3a7Xa3L0Znt9uVn5+v6Oho/iN4Ee0MANZyjfbxp7lTzmfpPCpTp07VmjVr9Msvv+jLL7/U4MGDZbfbNWLECCvLAgAgJPzyizltvs0m/daVze9YekTl4MGDGjFihE6cOKGaNWuqa9eu2rBhg2rWrGllWQAAhIT33zd/9ughXXGFpaVclKVBZcGCBVbuHgCAkOZvV0ouCdf6AQAgBH33nbR9uxQZKQ0ZYnU1F0dQAQAgBLmOptxyi+TPsxYQVAAACDEFBeeCir+O9nEhqAAAEGLWr5cOHJDi4swjKv6MoAIAQIhxzZ1y++1ShQrW1nI5BBUAAEJIXp70wQfmsj+P9nEhqAAAEEJWrpROnpTq1JFuvNHqai6PoAIAQAhxdaIdPlxy8+oyliCoAAAQIs6ckT76yFz299E+LgQVAABCxEcfSWfPSk2bStdcY3U1pUNQAQAgRJx/pWSbzdpaSougAgBACDh6VEpONpcDYbSPC0EFAIAQsGiR5HRKHTuap34CBUEFAIAQEChT5l+IoAIAQJD7+Wfpq6+ksDBp2DCrq3EPQQUAgCD3/vvmz549pbp1ra3FXQQVAACCmGGcG+0TSJ1oXQgqAAAEsa1bpR07pKgoafBgq6txH0EFAIAg5jqaMmCAVLmytbWUBUEFAIAgVVBwrn9KoI32cSGoAAAQpNaulX791TyScvPNVldTNgQVAACClGvulDvuMPuoBCKCCgAAQSg3V/rgA3M5EEf7uBBUAAAIQsuXS6dPS/HxUrduVldTdgQVAACCkOu0z4gRkt1ubS3lQVABACDIZGRI//mPuRyoo31cCCoAAASZpUulnBypRQupXTurqykfggoAAEHGNcnbyJGSzWZtLeVFUAEAIIgcPiytWmUuB/ppH4mgAgBAUFm40JyRtnNn6corra6m/AgqAAAEEddon0CeO+V8BBUAAILErl3S11+bw5GHDrW6Gs8gqAAAECRcFyDs1UuqXdvaWjyFoAIAQBAwjKKjfYIFQQUAgCDwzTfSTz9J0dHS4MFWV+M5BBUAAIKA62jKbbdJsbHW1uJJBBUAAAKc0yktWGAuB8toHxeCCgAAAS4lRUpLk6pWlfr1s7oazyKoAAAQ4Fxzp9x5pxQZaW0tnkZQAQAggOXkSIsXm8vBNNrHhaACAEAA+/RTKSNDqldPuuEGq6vxPIIKAAABzDXaZ8QIKSwIv9WD8C0BABAaTp+W/vtfcznYRvu4EFQAAAhQS5ZIublSq1ZSYqLV1XgHQQUAgAB1/pWSbTZra/EWggoAAAHo0CFp9WpzecQIa2vxJoIKAAABaOFC80KE110nNWpkdTXeQ1ABACAABeOVkktCUAEAIMD8+KOUmirZ7dLQoVZX410EFQAAAoyrE23fvlLNmtbW4m0EFQAAAohhnAsqwX7aRyKoAAAQUDZtknbvlmJipIEDra7G+wgqAAAEENfRlIEDpUqVrK3FF/wmqMyaNUs2m02TJk2yuhQAAPxSfr60YIG5HKxT5l/IL4LKpk2b9PrrrysxWOf/BQDAAz7/XDpyRKpeXerTx+pqfMPyoJKZmalRo0bpjTfeUNWqVa0uBwAAv+WaO2XoUCkiwtpafCXc6gImTJigW265Rb169dKTTz55yefm5uYqNze38H5GRoYkyeFwyOFweLQu1/Y8vV0URTv7gMOhiMJFh0Rbew2fZ98I1XY+e1ZasiRckk1Dh+bL4TC8vk9vtbU727M0qCxYsEDffPONNm3aVKrnP/PMM0pKSiq2/rPPPlNMTIyny5MkJScne2W7KIp29h57To5u/W159erVckZHW1pPKODz7Buh1s7r18frzJmOqlkzW6dOJevTT323b0+3dXZ2dqmfa1lQOXDggO6//34lJycrupS/OKdPn64pU6YU3s/IyFBCQoL69OmjuLg4j9bncDiUnJys3r17KyJUjq9ZgHb2gayswsWePXsqokoV62oJcnyefSNU2/ntt+2SpLFjo3TrrTf7ZJ/eamvXGZHSsCyopKam6ujRo2rfvn3hOqfTqbVr1+rll19Wbm6u7HZ7kddERUUpKiqq2LYiIiK89mH15rZxDu3sRee1K+3sG7Szb4RSO586Ja1YYS6PHm1XRIT90i/wME+3tTvbsiyo3HTTTdq2bVuRdePGjVOLFi308MMPFwspAACEqg8/lPLypDZtpKuusroa37IsqMTGxuqqC1q7YsWKql69erH1AACEMtdon1CZO+V8lg9PBgAAF3fwoLRmjbk8fLi1tVjB8uHJ50tJSbG6BAAA/MqCBeaFCG+4QWrQwOpqfI8jKgAA+LFQulJySQgqAAD4qR07pG+/lcLDpTvvtLoaaxBUAADwU66jKf36mdf3CUUEFQAA/JBhnAsqoTjax4WgAgCAH9q4Ufr5Z6liRWnAAKursQ5BBQAAP+SaO2XwYDOshCqCCgAAfsbhkBYuNJdDdbSPC0EFAAA/s2qVdOyYVLOm1KuX1dVYi6ACAICfcZ32GTq0yHVFQxJBBQAAP5KdLS1dai6H8mgfF4IKAAB+5OOPpawsqVEj6dprra7GegQVAAD8yPlT5tts1tbiDwgqAAD4iRMnpOXLzeVQH+3jQlABAMBPLF4s5edLV18ttWpldTX+gaACAICfcI324WjKOQQVAAD8wP790hdfmP1SRoywuhr/QVABAMAPvP+++bNbN6lePWtr8ScEFQAA/ABXSi4ZQQUAAItt3y599505C+2QIVZX418IKgAAWMx1NOXmm6Vq1aytxd8QVAAAsFBBQdFJ3lAUQQUAAAt99ZW0b58UGysNGGB1Nf6HoAIAgIVcc6fcfrtUoYK1tfgjggoAABZxOKRFi8xlTvuUjKACAIBFPvvMvL5P7dpSz55WV+OfCCoAAFjE1Yl22DApPNzaWvwVQQUAAAtkZkrLlpnLTPJ2cQQVAAAs8PHHUna2dOWVUseOVlfjvwgqAABYwDXaZ9Qo80KEKBlBBQAAHzt2TFq50lxmtM+lEVQAAPCxDz6QnE6pQwepeXOrq/FvBBUAAHyMKfNLj6ACAIAP/fKLtH692S9l+HCrq/F/BBUAAHzo/ffNnzfeKMXHW1tLICCoAADgI4ZRdLQPLo+gAgCAj2zbJn3/vRQZaV6EEJfnVlDJz8/Xu+++qyNHjnirHgAAgpbraMqtt0pVqlhaSsBwK6iEh4frD3/4g3JycrxVDwAAQamg4Fz/FEb7lJ7bp346deqkLVu2eKEUAACC17p10oEDUlycdMstVlcTONy+VuOf/vQnTZkyRQcOHFCHDh1UsWLFIo8nJiZ6rDgAAIKFa+6UIUOk6GhrawkkbgeV4b8N+v7zn/9cuM5ms8kwDNlsNjmdTs9VBwBAEMjLM2ejlRjt4y63g8revXu9UQcAAEFr5Urp5Empbl2pRw+rqwksbgeVBg0aeKMOAACClmu0z/Dhkt1ubS2Bxu2gIkl79uzR7NmztWPHDklSq1atdP/99+vKK6/0aHEAAAS6M2ekjz82lxnt4z63R/2sXLlSrVq10tdff63ExEQlJiZq48aNat26tZKTk71RIwAAAWvZMunsWalZM/NqyXCP20dUpk2bpsmTJ2vWrFnF1j/88MPq3bu3x4oDACDQnX+lZJvN2loCkdtHVHbs2KHx48cXW//73/9eP/zwg0eKAgAgGBw9KrlONnDap2zcDio1a9YsccK3LVu2qFatWp6oCQCAoLBokeR0Sh07Sk2bWl1NYHL71M8999yje++9Vz///LOuu+46SdL69ev17LPPasqUKR4vEACAQMWVksvP7aDy2GOPKTY2Vi+88IKmT58uSYqPj9fMmTOLTAIHAEAo+/lnacMGKSxMGjbM6moCl1tBJT8/X/Pnz9fIkSM1efJknTlzRpIUGxvrleIAAAhUrk60N90k1aljbS2BrFxXT46NjSWkAABwAcM4d9qHTrTlU6arJ3/77bfeqAUAgKCwZYu0c6cUFSXdfrvV1QS2Ml09+YEHHtDBgwfLffXkOXPmaM6cOfrll18kSa1bt9bjjz+u/v37u1sWAAB+w3U0ZcAAKS7O2loCnaVXT65Xr55mzZqlpk2byjAMvfPOOxo4cKC+/fZbtW7d2t3SAACwnNMpvf++ucxon/Kz9OrJAwYMKHL/qaee0pw5c7RhwwaCCgAgIK1dKx06JFWpInGCoPzcCioOh0M9e/bUJ598opYtW3q0EKfTqQ8++EBZWVnq0qWLR7cNAICvuEb73HGH2UcF5eNWUImIiCgc8eMp27ZtU5cuXZSTk6NKlSpp6dKlatWqVYnPzc3NVW5ubuH9jIwMSWaAcjgcHq3LtT1PbxdF0c4+4HAoonDRIdHWXsPn2Tf8uZ1zc6XFi8Ml2TR0aL4cDsPqksrFW23tzvZshmG41YpPP/20fvrpJ7355psKD3f7zFExeXl52r9/v9LT07V48WK9+eabWrNmTYlhZebMmUpKSiq2fv78+YqJiSl3LUAwsufk6Nbf+pZ9smCBnNHRFlcEBK8NG+po1qzOql79rP75z89kt1tdkX/Kzs7WyJEjlZ6errjL9DZ2O6gMHjxYq1atUqVKldSmTZtio36WLFnifsXn6dWrl6688kq9/vrrxR4r6YhKQkKCjh8/ftk36i6Hw6Hk5GT17t1bERERl38ByoR29oGsLEVUrSpJyj56VBFVqlhbTxDj8+wb/tzOw4fbtWRJmCZPdurZZwusLqfcvNXWGRkZqlGjRqmCituHRKpUqaIhQ4aUubjLKSgoKBJGzhcVFaWoEk74RUREeO3D6s1t4xza2YvOa1fa2TdoZ9/wt3bOyJD++19z+a677IqICJ7DKZ5ua3e25XZQmTt3rrsvuajp06erf//+ql+/vs6cOaP58+crJSVFK1eu9Ng+AADwhSVLzD4qLVtKV19tdTXBo0ydTPLz85WSkqI9e/Zo5MiRio2N1aFDhxQXF6dKlSqVejtHjx7V6NGjlZaWpsqVKysxMVErV65U7969y1IWAACWcY32GTlSstmsrSWYuB1U9u3bp379+mn//v3Kzc1V7969FRsbq2effVa5ubl67bXXSr2tt956y93dAwDgdw4fllatMpe5to9nuX2tn/vvv1/XXHONTp06pQoVKhSud3WyBQAg1CxcKBUUSNdeKzVubHU1wcXtIypffPGFvvzyS0VGRhZZ37BhQ/36668eKwwAgEDhurYPU+Z7nttHVAoKCkq8ns/BgwcVGxvrkaIAAAgUu3ZJmzZJdrs0dKjV1QQft4NKnz59NHv27ML7NptNmZmZmjFjhm6++WZP1gYAgN9zdaLt3VuqVcvaWoKR26d+XnjhBfXt21etWrVSTk6ORo4cqV27dqlGjRp633W5SAAAQoBhFB3tA89zO6jUq1dPW7du1cKFC7V161ZlZmZq/PjxGjVqVJHOtQAABLvUVOmnn6QKFaRBg6yuJjiVaR6V8PBwjRo1SqPoNQQACGGuoym33SbRTdM73O6jAgAAJKdTWrDAXObvdu8hqAAAUAYpKVJamlStmtS3r9XVBC+CCgAAZeCaO+XOO6ULphaDBxFUAABwU06O9OGH5jKjfbyLoAIAgJv++18pI0NKSJC6drW6muBWqlE/VatWla2Ul4I8efJkuQoCAMDfuUb7jBghhfEnv1eVKqicPxPtiRMn9OSTT6pv377q0qWLJOmrr77SypUr9dhjj3mlSAAA/MXp09Inn5jLjPbxvlIFlTFjxhQuDxkyRE888YQmTpxYuO7Pf/6zXn75Zf3vf//T5MmTPV8lAAB+YskSKS9Pat1aatPG6mqCn9sHrFauXKl+/foVW9+vXz/973//80hRAAD4q/OvlFzKXhEoB7eDSvXq1fXRRx8VW//RRx+pevXqHikKAAB/dOiQ9Pnn5vKIEdbWEircnkI/KSlJd999t1JSUtS5c2dJ0saNG7VixQq98cYbHi8QAAB/sWCBeSHC66+XGja0uprQ4HZQGTt2rFq2bKmXXnpJS5YskSS1bNlS69atKwwuAAAEI66U7Htluihh586d9Z7rJB0AACHgxx/NqyWHh0tDh1pdTego0+jvPXv26NFHH9XIkSN19OhRSdLy5cv1/fffe7Q4AAD8hetoSp8+Uo0a1tYSStwOKmvWrFGbNm20ceNGffjhh8rMzJQkbd26VTNmzPB4gQAAWM0wio72ge+4HVSmTZumJ598UsnJyYo87ypMPXv21IYNGzxaHAAA/mDTJmnPHikmRrrtNqurCS1uB5Vt27Zp8ODBxdbXqlVLx48f90hRAAD4E9fRlEGDpEqVLC0l5LgdVKpUqaK0tLRi67/99ltdccUVHikKAAB/kZ8vLVxoLjPax/fcDirDhw/Xww8/rMOHD8tms6mgoEDr16/X1KlTNXr0aG/UCACAZVavlo4ckapXNzvSwrfcDipPP/20WrRooYSEBGVmZqpVq1bq1q2brrvuOj366KPeqBEAAMu4RvsMHSpFRFhbSyhyax4VwzB0+PBhvfTSS3r88ce1bds2ZWZmql27dmratKm3agQAwBJnz5oXIZQY7WMVt4NKkyZN9P3336tp06ZKSEjwVl0AAFjuk0+kM2ekBg2kLl2sriY0uXXqJywsTE2bNtWJEye8VQ8AAH7DNdpn5EgprExTpKK83G72WbNm6cEHH9T27du9UQ8AAH7h1Cnp00/NZUb7WMfta/2MHj1a2dnZatu2rSIjI1WhQoUij588edJjxQEAYJXFiyWHQ0pMlK66yupqQpfbQWX27NleKAMAAP/ClZL9g9tBZcyYMd6oAwAAv3HwoLRmjbk8YoS1tYQ6t4PK+XJycpSXl1dkXVxcXLkKAgDAau+/b16IsFs3qX59q6sJbW53ps3KytLEiRNVq1YtVaxYUVWrVi1yAwAg0HHax3+4HVQeeughrV69WnPmzFFUVJTefPNNJSUlKT4+Xu+++643agQAwGd++EHassWchfaOO6yuBm6f+vnPf/6jd999Vz169NC4ceN0ww03qEmTJmrQoIHee+89jWLqPgBAAHMdTenXz7y+D6zl9hGVkydPqnHjxpLM/iiu4chdu3bV2rVrPVsdAAA+ZBjnggp/d/sHt4NK48aNtXfvXklSixYttGjRIknmkZYqVap4tDgAAHxpwwZp716pUiVpwACrq4FUhqAybtw4bd26VZI0bdo0vfLKK4qOjtbkyZP14IMPerxAAAB8xTVl/uDBUkyMtbXA5HYflcmTJxcu9+rVSzt37lRqaqqaNGmixMREjxYHAICvOBzSbycJGO3jR8o1j4okNWjQQA0aNPBELQAAWOZ//5OOHZNq1pR69bK6Gri4HVSeeOKJSz7++OOPl7kYAACs4upEO2yYFF7uP+PhKW7/UyxdurTIfYfDob179yo8PFxXXnklQQUAEHCysiTX1xujffyL20Hl22+/LbYuIyNDY8eO1eDBgz1SFAAAvvSf/5hhpXFjqXNnq6vB+dwe9VOSuLg4JSUl6bHHHvPE5gAA8CnXaJ+RIyWbzdpaUJRHgookpaenKz093VObAwDAJ06ckFasMJcZ7eN/3D7189JLLxW5bxiG0tLS9K9//Uv9+/f3WGEAAPjCBx9I+flSu3ZSy5ZWV4MLuR1U/vGPfxS5HxYWppo1a2rMmDGaPn26xwoDAMAXuFKyf3M7qLimzwcAINDt2yd98YXZL2X4cKurQUk81kcFAIBAs2CB+bN7d6lePWtrQcncPqIyePBg2UrZJXrJkiVuFwQAgK+4Rvswd4r/cvuISuXKlbVq1Spt3ry5cF1qaqpWr16tuLg4Va5cufAGAIC/2rbNvEVGSkOGWF0NLsbtIyq1a9fW0KFD9dprr8lut0uSnE6n/vSnPykuLk7PP/98qbf1zDPPaMmSJdq5c6cqVKig6667Ts8++6yaN2/ublkAALjF1Yn25pulqlWtrQUX5/YRlbfffltTp04tDCmSZLfbNWXKFL399ttubWvNmjWaMGGCNmzYoOTkZDkcDvXp00dZWVnulgUAQKkVFEjvv28uM9rHv7l9RCU/P187d+4sdtRj586dKigocGtbK1wz7Pxm3rx5qlWrllJTU9WtWzd3SwMAoFS+/NIc8RMbK916q9XV4FLcDirjxo3T+PHjtWfPHnXq1EmStHHjRs2aNUvjxo0rVzGumW2rVatW4uO5ubnKzc0tvJ+RkSHJvDCiw+Eo174v5Nqep7eLomhnH3A4FFG46JBoa6/h8+wbnmjnf/87TJJdgwYVKDzcyX+Li/DWZ9qd7dkMwzDc2XhBQYH+9re/6cUXX1RaWpokqW7durr//vv1wAMPFDkl5O52b7vtNp0+fVrr1q0r8TkzZ85UUlJSsfXz589XTExMmfYLBDt7To5u/W2CiE8WLJAzOtriigBr5efbNG5cX505E6WZM7/U1Vcfs7qkkJOdna2RI0cqPT1dcXFxl3yu20HlfK4jGpfbSWn88Y9/1PLly7Vu3TrVu8hg9pKOqCQkJOj48eMeqeF8DodDycnJ6t27tyIiIi7/ApQJ7ewDWVmK+K2nYPbRo4qoUsXaeoIYn2ffKG87f/qpTYMGhat2bUN79+Yr3O1zC6HDW5/pjIwM1ahRo1RBxe1/nrNnz8owDMXExCguLk779u3T22+/rVatWqlPnz5lKnjixIn65JNPtHbt2ouGFEmKiopSVFRUsfURERFe+6XgzW3jHNrZi85rV9rZN2hn3yhrOy9caP4cPtymChX4dyoNT3+m3dmW26N+Bg4cqHfffVeSdPr0aXXq1EkvvPCCBg4cqDlz5ri1LcMwNHHiRC1dulSrV69Wo0aN3C0HAIBSy8yUPvrIXGa0T2BwO6h88803uuGGGyRJixcvVp06dbRv3z69++67xa6sfDkTJkzQv//9b82fP1+xsbE6fPiwDh8+rLNnz7pbFgAAl/XRR1J2ttSkidSxo9XVoDTcDirZ2dmKjY2VJH322We6/fbbFRYWpmuvvVb79u1za1tz5sxRenq6evToobp16xbeFrqOywEA4EHnXym5lFeDgcXc7qPSpEkTLVu2TIMHD9bKlSs1efJkSdLRo0fd7tBajn68AAC45dgxaeVKc5nTPoHD7SMqjz/+uKZOnaqGDRuqc+fO6tKliyTz6Eq7du08XiAAAJ7wwQeS0yl16CBxpZbA4fYRlTvuuENdu3ZVWlqa2rZtW7j+pptu0uDBgz1aHAAAnsKVkgNTmUaP16lTR3Xq1CmyzjVLLQAA/mbvXnPafJtNGjbM6mrgDrdP/QAAEGhcFyDs2VOKj7e2FriHoAIACGqGce60D51oAw9BBQAQ1L77TvrhBykqShoyxOpq4C6CCgAgqLnmTrn1VqlyZWtrgfsIKgCAoFVQcK5/Cqd9AhNBBQAQtNatkw4cMI+k3Hyz1dWgLAgqAICg5epEO2SIFB1tbS0oG4IKACAo5eWZs9FKTPIWyAgqAICgtGKFdOqUVLeu1L271dWgrAgqAICg5BrtM2KEZLdbWwvKjqACAAg6Z85IH39sLjPaJ7ARVAAAQWfpUunsWfMqye3bW10NyoOgAgAIOq7TPiNHmhciROAiqAAAgsqRI1JysrnMaZ/AR1ABAASVRYvMGWk7dZKaNLG6GpQXQQUAEFRck7wxd0pwIKgAAILGnj3Sxo1SWJg0dKjV1cATCCoAgKDh6kTbq5dUp461tcAzCCoAgKBgGOdO+9CJNngQVAAAQeHbb6UffzQvPjh4sNXVwFMIKgCAoOA67TNggBQXZ20t8ByCCgAg4Dmd0vvvm8uM9gkuBBUAQMBbu1Y6dEiqUkXq18/qauBJBBUAQMBzdaK9804pKsraWuBZBBUAQEDLzZUWLzaXGe0TfAgqAICA9umnUnq6dMUVUrduVlcDTyOoAAACmmu0z4gR5oy0CC78kwIAAlZ6uvSf/5jLjPYJTgQVAEDAWrrU7KPSsqXUtq3V1cAbCCoAgIB1/pWSbTZra4F3EFQAAAEpLU1avdpcHjHC2lrgPQQVAEBA+uCDMBUUSF26SI0bW10NvIWgAgAISAsWmOd6mDsluBFUAAAB59Chitq8OUx2uzR0qNXVwJsIKgCAgLN2bT1JUu/eUq1aFhcDryKoAAACyoEDUnJyA0nMnRIKCCoAgIDx1ltS06bhOnGigiRD6elWVwRvI6gAAALCwYPSvfdKBQWuCVNsuv9+cz2CF0EFABAQUlKkgoKi65xOafduS8qBjxBUAAB+7/PPpYkTi6+326UmTXxfD3yHoAIA8Guvvy716WNegLBRI8luNySZP19/XapXz+IC4VUEFQCAX8rPl+6/X/rDH8zlESOk77+Xdu3K11//uk67duVr/Hirq4S3hVtdAAAAFzp9Who+XFq50rz/5JPSX/5iXniwXj2pTZsTHEkJEQQVAIBf2b1bGjBA2rlTiomR3n1XGjLE6qpgFYIKAMBvpKSYoeTkSemKK6SPP5bat7e6KliJPioAAL/wxhvmlPgnT0odO0qbNhFSQFABAFgsP1+aPNmczC0/3+ybsmaNVLeu1ZXBH3DqBwBgmfR0M5isWGHef+IJ6dFHzU6zgERQAQBYZM8es9Psjh1ShQpmp9k77rC6KvgbggoAwOfWrJFuv/1cp9mPPpI6dLC6KvgjS/uorF27VgMGDFB8fLxsNpuWLVtmZTkAAB94802pV69znWa//pqQgouzNKhkZWWpbdu2euWVV6wsAwDgA06nNGWKdM89ZqfZYcPMIyvx8VZXBn9m6amf/v37q3///laWAADwgYwMcwr8Tz817yclSY89RqdZXF5A9VHJzc1Vbm5u4f2MjAxJksPhkMPh8Oi+XNvz9HZRFO3sAw6HIgoXHRJt7TV8nkv288/S4MHh2rHDpgoVDL31llN33GEoP79s26Odfcdbbe3O9gIqqDzzzDNKSkoqtv6zzz5TTEyMV/aZnJzsle2iKNrZe+w5Obr1t+XVq1fLGR1taT2hgM/zOd9/X12zZnXUmTM2Vat2Vn/5y9eKiTldeGSlPGhn3/F0W2dnZ5f6uTbDMAyP7r2MbDabli5dqkGDBl30OSUdUUlISNDx48cVFxfn0XocDoeSk5PVu3dvRUREXP4FKBPa2QeyshRRtaokKfvoUUVUqWJtPUGMz3NRc+faNHGiXQ6HTR06FGjxYqeuuKL826WdfcdbbZ2RkaEaNWooPT39st/fAXVEJSoqSlFRUcXWR0REeO3D6s1t4xza2YvOa1fa2TdCvZ2dTumhh6S//928P3SoNHdumGJiPDt+I9Tb2Zc83dbubIsp9AEAHpORId1227mQMnOmtGCBeRVkoCwsPaKSmZmp3bt3F97fu3evtmzZomrVqql+/foWVgYAcNfPP5sh5fvvpeho6Z13zKMpQHlYGlQ2b96sG2+8sfD+lClTJEljxozRvHnzLKoKAOCuL74wZ5o9fty8mOBHH5mTuQHlZWlQ6dGjh/ykLy8AoIzmzpXuu88c+d6hgxlSPNFpFpDoowIAKCOnU3rwQen3vzdDyp13SmvXElLgWQQVAIDbMjKkQYOkv/3NvD9jBp1m4R0BNTwZAGC9X36RBgyQtm83O83OnSsNH251VQhWBBUAQKmtWycNHnyu0+yyZVKnTlZXhWDGqR8AQKnMmyf17GmGlPbtpa+/JqTA+wgqAIBLcs00O26c2Wn2jjvMTrP16lldGUIBQQUAcFFnzpinep5/3rz/2GPSwoVSxYrW1oXQQR8VAECJfvnFnGl22zYpKsrsNDtihNVVIdQQVAAAxaxfbx5JOXZMqlPHnMSN/iiwAqd+AABFvPOO2Wn22DGpXTtp0yZCCqxDUAEASDI7zT78sDR2rJSXZ16754sv6DQLaxFUAAA6c8YMJs89Z95/5BHpgw/oNAvr0UcFAELcvn1mp9nvvjM7zb79tjRypNVVASaCCgCEsK++Mq/Zc/SoVLu22Wm2c2erqwLO4dQPAISof/1L6tHDDClXX212miWkwN8QVAAgxBQUSNOnS6NHm51mBw82r+GTkGB1ZUBxBBUACCGZmWan2VmzzPuPPCItXkynWfgv+qgAQIjYv9/sNLt1q9lp9q23pFGjrK4KuDSCCgCEgAs7zS5bJl17rdVVAZfHqR8ACHL//ve5TrNt20pff01IQeAgqABAkCooMPug3HWX2Wl20CCz02z9+lZXBpQeQQUAglBmpnTHHdLTT5v3p0+XPvxQqlTJ2roAd9FHBQCCzIEDZqfZLVukyEjpzTfNoypAICKoAEAQ2bDBPMVz5IhUq5bZabZLF6urAsqOUz8AECTmzzc7zR45IiUmmp1mCSkIdAQVAAhwrk6zo0ZJubnSwIHS+vVSgwZWVwaUH0EFAAJYVpZ0553nOs1OmyYtWUKnWQQP+qgAQIA6cMA8evLtt2an2TfeMK/fAwQTggoABKCNG81Os4cPSzVrmp1mr7vO6qoAz+PUDwAEmPffl7p3N0NKmzbSpk2EFAQvggoABIiCAumxx6SRI81Os7fdRqdZBD9O/QBAAMjKksaMMWeXlaSHHjI70Nrt1tYFeBtBBQD83MGD5tETV6fZf/7TDC1AKCCoAIAf+/prc2SPq9Ps0qXS9ddbXRXgO/RRAQA/tWBB0U6zX39NSEHoIagAgJ8pKJBmzJBGjJBycqRbbzU7zTZsaHVlgO9x6gcA/Eh2ttn/ZPFi8/6DD0rPPEOnWYQuggoA+IlffzX7o6SmShERZqfZsWOtrgqwFkEFAPzApk1mSElLk2rUMDvNdu1qdVWA9eijAgAWW7hQ6tbNDClXXWV2miWkACaCCgBYpKBAmjlTGj7c7DR7yy1mp9lGjayuDPAfnPoBAAtkZ0vjxkmLFpn3p06VZs2i0yxwIYIKAPjYr7+aVz7evNnsNPv662ZoAVAcQQUAfGjzZrPT7KFDZqfZJUukG26wuirAf9FHBQB8ZNEis9PsoUNS69Zmp1lCCnBpBBUA8DLDkJKSpGHDpLNnpZtvlr78kk6zQGlw6gcAvOjsWbP/ycKF5v0pU6TnnqPTLFBaBBUA8JJDh8z+KK5Os3PmSOPHW10VEFgIKgDgBamp0m23mWGlenWz02y3blZXBQQeggoAeMjBg9K2bTV08KBNDz5onvZp1Ur6z3+kxo2trg4ITAQVAPCAt96S7r03XAUF1xeu699fWrBAiouzsDAgwBFULsL1l1FiIj3zgVCTkyOdPl30dupU8XWu9UePSlu3SpKtcBs2m9knhZAClA9BpQQvvSRNnmz+ZTRjhqHnnjN77VeoIEVHm7+AAPivvDwpPf3yAeNi63Nzy1+DYUh790oNGpR/W0Ao84ug8sorr+j555/X4cOH1bZtW/3f//2fOnXqZEktBw9KkyZJhmGmkYICm6ZONa/D4RIVdS60nP+zpHWXesyd50dFEZAQOvLzzwUNdwKGazk7u/w12GxSlSrmrWrVc8vn31zr8/PN0TwFBedeb7dLTZqUvw4g1FkeVBYuXKgpU6botddeU+fOnTV79mz17dtXP/74o2rVquXzenbtMv8SupTcXM/8xeWusgai8jwWGendgMQptuBUUCBlZLgfMFy3M2c8U0dc3MWDxuXCR6VKUpgbU2I6ndJ99xlyOm2y2w29/rpN9ep55n0AoczyoPL3v/9d99xzj8b9dkWu1157Tf/973/19ttva9q0aT6vp2lT85fThX8Z7dplXpfj7Fnz/PXZs0WXL7WuPM8/PzTl5Ji3U6d81x42m/eCUXKy9Oyz506xPfGEebn7sDCzzS/8eal17nyhhLJff5UaVrn88wxDysy8dJi4VPDIyLh84C+NihXdCxrnr4uL8+2kauPHSz175uu99zZq1KjOatQownc7B4KYpUElLy9Pqampmj59euG6sLAw9erVS1999ZUlNdWrJ/3zn8X/MnL9tR8b67taDENyODwXetx5/vk1ZGd75lB6yc6dYnv0UenRR8u+JXeCjbtBqDzPt2Kf5z+25lPp2d/a6KqrwjVwpNSy5eWPbpwf1ssqOvryRy4utq5yZXOStEBSr57Ups0JjqQAHmRpUDl+/LicTqdq165dZH3t2rW1c+fOYs/Pzc1V7nnnXDIyMiRJDodDDofDY3WNHi1165avhQtTNWxYBzVsGC4Pbt4tNpsUE2PefMUwzFNbJYWYnBxbCeuks2dtpVrnWn/8uHTgQPFzStHRhmw280vS6TRvrv5Cl1NQ4Jkv12ATo3NBxZBN8+eX/rUREYaqVjVDQ5UqRmGAqFrV+G2dK1QYhUHDtVy5shlUysOq/3dl5fo95MnfRyiOdvYdb7W1O9uz/NSPO5555hklJSUVW//ZZ58pxgvf5G3aSD/88Jl++MHjmw545Q1Qx49H6557+hQJIWFhBXr55WTVqJFT5LmGYQYQw7CpoMBW+NMVYi63zgwwpV937n5J64q/zjAkp7P4unPbKP06d19nGLbz9l28/qysCJ0+VDzodehwWAkJZ1SxYr4qVnT8dstTpUqOIusiI52l7qPkdErHj5u3UJecnGx1CSGBdvYdT7d1thuH6S0NKjVq1JDdbteRI0eKrD9y5Ijq1KlT7PnTp0/XlClTCu9nZGQoISFBffr0UZyHJytwOBxKTk5W7969FRFox58DhNPp1J/+ZC88xfbqqwUaPbqn1WUFlYMHpcQrc6Xz+ovY7YY++KC66tWrbl1hQYrfG75BO/uOt9radUakNCwNKpGRkerQoYNWrVqlQYMGSZIKCgq0atUqTZw4sdjzo6KiFBUVVWx9RESE1z6s3tx2qLv3Xql3bwedD72oUSPp5ZfzpAnmfXuYq88Vbe1N/N7wDdrZdzzd1u5sy/JTP1OmTNGYMWN0zTXXqFOnTpo9e7aysrIKRwEhuNH50PvGjFFhUPnuu3w1bG1pOQDgFsuDyrBhw3Ts2DE9/vjjOnz4sK6++mqtWLGiWAdbAOV3xRVWVwAA7rE8qEjSxIkTSzzVAwAAQhvTZAEAAL9FUAEAAH6LoAIAAPwWQQUAAPgtggoAAPBbBBUAAOC3CCoAAMBvEVQAAIDfIqgAAAC/RVABAAB+yy+m0C8rwzCvXe/O5aJLy+FwKDs7WxkZGVyd04toZx/IyipcdGRkKCKMv0+8hc+zb9DOvuOttnZ9b7u+xy8loIPKmTNnJEkJCQkWVwIEiAYNrK4AAAqdOXNGlStXvuRzbEZp4oyfKigo0KFDhxQbGyubzebRbWdkZCghIUEHDhxQXFycR7eNc2hn36CdfYN29g3a2Xe81daGYejMmTOKj49X2GWO8gb0EZWwsDDVq1fPq/uIi4vjP4IP0M6+QTv7Bu3sG7Sz73ijrS93JMWFk9UAAMBvEVQAAIDfIqhcRFRUlGbMmKGoqCirSwlqtLNv0M6+QTv7Bu3sO/7Q1gHdmRYAAAQ3jqgAAAC/RVABAAB+i6ACAAD8FkGlBK+88ooaNmyo6Ohode7cWV9//bXVJQWdtWvXasCAAYqPj5fNZtOyZcusLikoPfPMM+rYsaNiY2NVq1YtDRo0SD/++KPVZQWdOXPmKDExsXCuiS5dumj58uVWlxX0Zs2aJZvNpkmTJlldSlCZOXOmbDZbkVuLFi0sq4egcoGFCxdqypQpmjFjhr755hu1bdtWffv21dGjR60uLahkZWWpbdu2euWVV6wuJaitWbNGEyZM0IYNG5ScnCyHw6E+ffoo67zr/6D86tWrp1mzZik1NVWbN29Wz549NXDgQH3//fdWlxa0Nm3apNdff12JiYlWlxKUWrdurbS0tMLbunXrLKuFUT8X6Ny5szp27KiXX35ZkjlNf0JCgv7f//t/mjZtmsXVBSebzaalS5dq0KBBVpcS9I4dO6ZatWppzZo16tatm9XlBLVq1arp+eef1/jx460uJehkZmaqffv2evXVV/Xkk0/q6quv1uzZs60uK2jMnDlTy5Yt05YtW6wuRRJHVIrIy8tTamqqevXqVbguLCxMvXr10ldffWVhZYBnpKenSzK/ROEdTqdTCxYsUFZWlrp06WJ1OUFpwoQJuuWWW4r8roZn7dq1S/Hx8WrcuLFGjRql/fv3W1ZLQF/rx9OOHz8up9Op2rVrF1lfu3Zt7dy506KqAM8oKCjQpEmTdP311+uqq66yupygs23bNnXp0kU5OTmqVKmSli5dqlatWlldVtBZsGCBvvnmG23atMnqUoJW586dNW/ePDVv3lxpaWlKSkrSDTfcoO3btys2Ntbn9RBUgBAxYcIEbd++3dJzzcGsefPm2rJli9LT07V48WKNGTNGa9asIax40IEDB3T//fcrOTlZ0dHRVpcTtPr371+4nJiYqM6dO6tBgwZatGiRJacyCSrnqVGjhux2u44cOVJk/ZEjR1SnTh2LqgLKb+LEifrkk0+0du1ar19xPFRFRkaqSZMmkqQOHTpo06ZNevHFF/X6669bXFnwSE1N1dGjR9W+ffvCdU6nU2vXrtXLL7+s3Nxc2e12CysMTlWqVFGzZs20e/duS/ZPH5XzREZGqkOHDlq1alXhuoKCAq1atYpzzQhIhmFo4sSJWrp0qVavXq1GjRpZXVLIKCgoUG5urtVlBJWbbrpJ27Zt05YtWwpv11xzjUaNGqUtW7YQUrwkMzNTe/bsUd26dS3ZP0dULjBlyhSNGTNG11xzjTp16qTZs2crKytL48aNs7q0oJKZmVkkne/du1dbtmxRtWrVVL9+fQsrCy4TJkzQ/Pnz9dFHHyk2NlaHDx+WJFWuXFkVKlSwuLrgMX36dPXv31/169fXmTNnNH/+fKWkpGjlypVWlxZUYmNji/WvqlixoqpXr06/Kw+aOnWqBgwYoAYNGujQoUOaMWOG7Ha7RowYYUk9BJULDBs2TMeOHdPjjz+uw4cP6+qrr9aKFSuKdbBF+WzevFk33nhj4f0pU6ZIksaMGaN58+ZZVFXwmTNnjiSpR48eRdbPnTtXY8eO9X1BQero0aMaPXq00tLSVLlyZSUmJmrlypXq3bu31aUBbjt48KBGjBihEydOqGbNmuratas2bNigmjVrWlIP86gAAAC/RR8VAADgtwgqAADAbxFUAACA3yKoAAAAv0VQAQAAfougAgAA/BZBBQAA+C2CCgAA8FsEFQCWmTdvnqpUqeLTfTZs2FCzZ8/26T4BlB1BBUDAsyLwAPANggoAAPBbBBUAZfbJJ5+oSpUqcjqdkqQtW7bIZrNp2rRphc+5++679bvf/U6SeeSjfv36iomJ0eDBg3XixIlS72vr1q268cYbFRsbq7i4OHXo0EGbN29WSkqKxo0bp/T0dNlsNtlsNs2cOVOSebHAAQMGqEKFCmrUqJHee+89z715AD5BUAFQZjfccIPOnDmjb7/9VpK0Zs0a1ahRQykpKYXPWbNmjXr06KGNGzdq/PjxmjhxorZs2aIbb7xRTz75ZKn3NWrUKNWrV0+bNm1Samqqpk2bpoiICF133XWaPXu24uLilJaWprS0NE2dOlWSNHbsWB04cECff/65Fi9erFdffVVHjx71aBsA8K5wqwsAELgqV66sq6++WikpKbrmmmuUkpKiyZMnKykpSZmZmUpPT9fu3bvVvXt3zZgxQ/369dNDDz0kSWrWrJm+/PJLrVixolT72r9/vx588EG1aNFCktS0adMiddhsNtWpU6dw3U8//aTly5fr66+/VseOHSVJb731llq2bOmptw/ABziiAqBcunfvrpSUFBmGoS+++EK33367WrZsqXXr1mnNmjWKj49X06ZNtWPHDnXu3LnIa7t06VLq/UyZMkV33323evXqpVmzZmnPnj2XfP6OHTsUHh6uDh06FK5r0aIFnW6BAENQAVAuPXr00Lp167R161ZFRESoRYsW6tGjh1JSUrRmzRp1797dI/uZOXOmvv/+e91yyy1avXq1WrVqpaVLl3pk2wD8F0EFQLm4+qn84x//KAwlrqCSkpKiHj16SJJatmypjRs3Fnnthg0b3NpXs2bNNHnyZH322We6/fbbNXfuXElSZGRkYYdelxYtWig/P1+pqamF63788UedPn3azXcIwEoEFQDlUrVqVSUmJuq9994rDCXdunXTN998o59++qkwvPz5z3/WihUr9Le//U27du3Syy+/XOr+KWfPntXEiROVkpKiffv2af369dq0aVNhf5OGDRsqMzNTq1at0vHjx5Wdna3mzZurX79+uu+++7Rx40alpqbq7rvvVoUKFbzSDgC8g6ACoNy6d+8up9NZGFSqVaumVq1aqU6dOmrevLkk6dprr9Ubb7yhF198UW3bttVnn32mRx99tFTbt9vtOnHihEaPHq1mzZpp6NCh6t+/v5KSkiRJ1113nf7whz9o2LBhqlmzpp577jlJ0ty5cxUfH6/u3bvr9ttv17333qtatWp5vgEAeI3NMAzD6iIAAABKwhEVAADgtwgqAPxC69atValSpRJvzCgLhC5O/QDwC/v27ZPD4Sjxsdq1ays2NtbHFQHwBwQVAADgtzj1AwAA/BZBBQAA+C2CCgAA8FsEFQAA4LcIKgAAwG8RVAAAgN8iqAAAAL9FUAEAAH7r/wPl36IpaomJNwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], - "source": [ - "# Select the best result\n", - "fig, ax = plt.subplots()\n", - "best_param = ft.select_best_wd_std(er_error, \n", - " wd_std_range,\n", - " ax=ax)" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 108, - "metadata": {}, + "execution_count": 40, + "source": [ + "# Plot the values\n", + "fig, ax = plt.subplots()\n", + "\n", + "ax.plot(df_list[0]['wd_bin'],df_list[0]['SCADA'].values, color='k',lw=5,label='SCADA')\n", + "\n", + "for i, wd_std in enumerate(wd_std_range):\n", + " ax.plot(df_list[i]['wd_bin'],df_list[i]['FLORIS'].values, label=wd_std)\n", + "\n", + "ax.grid()\n", + "ax.legend()" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 108, "metadata": {}, - "output_type": "execute_result" + "execution_count": 40 }, { + "output_type": "display_data", "data": { - "image/png": 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", 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XuXt3krt3N17XsWMyjBYLtrAIbOHh2s+wcGxh4djDIxq2h0dgttnPu5QMpxyUbNq0iVGjRgV/PzL2Y9q0abz//vsUFBSQnZ0d3J+amsqcOXN44IEHeOWVV0hMTOS///3vBT8d+JeSZBlraBjW0DBiU9s0eYzf5yN//14yd2whc/sWSjLTKa6/bfz+KwxmC0ldutG6R29a9+hNWvf4Y66hqiquGh9VJS6qSuqoKnFRXlBL5s5i/B6ZkoM+OAh6g5nkLgl06RlF625RmG3NB2NqIICvoBBvZmajmycjA39+PsPsdobZ7eQbDHxQXsbnBQVUb6qmepPWFCsZJaxp9UFKW+2nzqrD3tmOvbPWuqUqKu5ctxakHKxj/8E6pn7r5tWNPl6eYGJQEvze8CW3GJbxN+8NvLFiEO+sTufKnglMH5R8Gp4hQRBOh6JqNx+sO8gn67Op8wYYKW/ladOHpEhad/+6XD/3zXOzKb/xCFBTvAn7CDspXe3YOtiQTY1bNFyZrmAQUnewDtWvRQkWg4Hf9+jBtUiEuN3B4yWLBVNaGqa2bTC2aYupTRqmNm0wJCYiNdMq7nH5ydhWwsFNRWTvrUBRAsF9Ma1DcBtK6Tu4O+GxdkIizVhDjEjyscGBqiiU5mazZ9MOcnbvIHfPLtzO2sb1tdpI6NSF5C7dSezcjYhWCRhasCXjTJPU8yB5RnV1NaGhoVRVVf3qga6/xtloKfklnJUVZO3cRub2LWTt2EpdVWWj/aGxcbTu3ouUHr1J7tIDUzMzmHw+H3N+nEuvDoPJ2VVJ+rYSasqP+ueVJRLah5HWM5rUHtHYw49tDWmONzub8o8+puqrr1COjMYOC6O4d29WmM2s3rWTzZs3U15+1FgbCUwJpmO6fH6uLr2OnFdz8JX7uL6LnufGmUkO1d6o9hs68XDtjWxT2wLQOUzhsav6M6RdzHn3DeJknKuv0dNF1O/8d6ioiic/WcnGMh2+gEprqYBnbZ8xwL8JgMJahYcWefh4hw8V0IXUfzHpqt0M4T/rkqnwBYOQ2t21BGq0AKF9+/b079+fgf36McjnJ2TePPy5uQDoo6OJvPtuQkaNRN+qFVIzXTWNHscTIHNHKQc3FZG1uwzF3/DRGZ0cQts+MbTtE4MlVN/sc6iqKuV5ueTs1oKQnD07cdU0Hh9jMFtI7NiZpC7dSerSnZjUtBN2/5xNp/oaPdXPb9HhfgGwhYXTedgoOg8bhaooFGdlaAHK9i3k7d9LVVEh2xfNY/uiecg6Ha3adQy2osSmtmn0DynJEN8ujJTO0Qy5ti2lObWkbyshfVsJ5flOcvdVkLuvgpWzDxDT2kFazyjSekYTHmc7TgnBmJxM3B8fI/q+e6n88n+Uf/wx/oICYpYu5TqjkTsvn0zEq69SaDSyefPmRreyZWVUHKfLx5pmJe2pNLJfzubz3S6+21/Lg4OMPDLURAf28q3pSdbbx/JA2RXsqYzklnc30SMxlBnD05jYJQ79cQbFCoJweuwrrOb1ZYf5cUc+iipjo47nI+dzed03yH4/3oDKy+u8/GWlhxqvFowk3pVISLeQRtdRPArO/c5gEOLJ8xAbG8uIASPof1l/+vfvT9++fQkLDaV67jxKX3sNb0YGfkAXGUnkjDsJv+EG5JNobfD7AmTvKufgpiIyd5Ti9zW02oS3stGubwzt+sYSFtvwRe/ovByqqlJRkE/unp1k795B7p6dOCsrGj2G3mQioYMWhCR36U5Maht0JzFu8UIlWkpOwfn4LcbrdpGzeweZ27WunsrCgkb7LSEOUrr3onWP3iR06sqKteuarV9lcR3p20rI2FZCYXrj6D48zkpaz2jSekUTnRxywlYI1eejZtEiyt57H/fOncHttqFDiZg2DdvQIUiShKqqZGdnHxOolJaWAmCIMJB8fzKWZAuKVyH3rdxgd1Aru8RfRpu4racRWQJFb+Zb3SU847yCSr/W4pIUYeHOoWlc2zcRq/H8fyM4H1+jp0LU7/yzOauC/yw/xOK9xfVbVH4Tsor79V9jdGnb5h30c/8CNwfKtA99U7yJlAdSMEZr/6euLJcWhOyqRcqX6NOzD/379w/ekpKSgu85qqpSs2gRpf9+Fc/BgwDoQkOJuPMOIm6+GfkEua4CfoWcveUc2lRM+vYSfO6GrpnQaAtt6wORyISmJ0xUlhTzw0fvEa6TyNu3m9ryxnMi9QYj8R06ktRZawmJa9sOnf78ea7PdEuJCEpOwYXwhlFZVEhW/ViU7F3b8boaT643R8cy/rYZtO0z4LiBhbPKQ8b2UjK2lZC7vwIl0PAysoebSO0RTVrPKOLbhSEfpyVCVVVcW7dS/v4H1CxeDEr9m1K7tkRMm4Zj8mTknw2aVVWVnJwcFixYwKxZs6jz15E4MxFHT+21UfhlIaVzSoPH924l8/ZVUfSO0rqiArY4Fsbfwx8PdaTcpb3hhFkN3DowhWmDWxNlP/luqXPNhfAaPR5Rv/ODqqqsOljK68sPsS5d65KVJLi7XTX3ut/GXqzlizpcofK7eS7mHGzItG3rbCP53mR0Vh2eIg/Zr2Qzoe8ELr/8cvr370/nzp2bzPqsqiq1y5dT8u9/49mzFwA5JISI6bcRMXUquuPMulQCCnkHKzm0sYjDW0vw1DWUxx5uom3fWNr1jTnuF6666io2fPsl2xbOIXBUa4lOr6dVu44kdelGUpfutGrbAb3xF+RIOUeIoAQRlJwpAb+fgoP7yNy+lcztWyjKOBTMDheb1o6BV11Pmz79T9jf6qnzkbWrjPRtJWTtLsfvafhmYbLpSe0WRVqvaFK6RSE3MdjrCG9uLhUffUTll/8LjjvRRUQQfuONhN94A/qoqGPO2bNnD1OmTOHAwQPE3RBH1ATtmIrVFeS/l496VLA0tW8YL19qJxytJUVp1YsFSb/j77vCyC7XHs+ol7m6dyIzhqWSFn3yU8fPFRfaa/TnRP3ObYqisnBPIa8tO8zOvCoADDqJW7vZuF/+HMeeTwEVt6LjT0udvLTOi7fh7YLw4eHET41H0ks4DzjJfTWXfzz1Dx544IFmgwFVVXH+tIaSf/8L9/YdAMhWK+HTphJ5223oQkObPk9RKThcxaFNRRzaUoyrpiGQsDqM2hiRvrHEpTqaHKR6hKfOyaYfv2HznO/wubUveaaIKLoPG0Xr7j1p1b4jBuP5+0Xn50RQgghKzpaK4iK+fu1lajMO4K9feyg6uTUDrrqedgMGn9RgK783QM6+CtK3lZC5vRS3s+EfPS4tlDHTOjXqf21KoKamftzJR/jzte4myWjEMfkyIqZNw9y+faPjq6urmTp1Kt999x0RoyJodUsrJJ2Ec5+T7H9nE3A2vOuZ9RI/Pj6J0YZtSF5tarjSeQorkn/Ly5u9bM+p1B5PgnGdYnnmiq7EhZ4/I90v9NeoqN+5yRdQ+G5bPm+sOMyhYm32iNkgc3O/eP4vZCWh654HjxakLC+P5eb3D5Ffc9RHjwSx18QSfWk0AJVrKqn5Xw2zP5nNxIkTm31c54YNlPzrX7g2aS0vktlMxC03E3HHHejDw5s97/CWYlZ/eZDaioY11sw2A216R9O2b6zWwnucQATA53Gzdf6PbPzuf8EZM7FpbRl4zU3sysnn0ksvPa+ew5MlBroKZ409PIKo3gO55v8eZMfCOWxb8CMl2Zn8+PKzRMQnMuCq6+k4eDjycRbM0xt1pHaPIrV7FEpAoeBwFenbSti7poDC9Co+/8sGBl7Zhu6jEpv99qELCSHy9ulETL1VG3fy/vu4t++g6quvqfrqa2yDBxMx/TZsQ4ciSRIOh4Ovv/6af/zjHzz++ON4S7wk/SYJW0cbaU+kkfVSFt4iLwBuv8rYP81h2jWTeOuGZIy7ZiPv+YZR++cyctBv2TT2Nt5YW8ySfcUs3FOEyxfgozsGnJG/tyBcCLZkV3Dfp1vJq9RaCRxmPdMGt+bOhGxCl98NJVpXiieiI3d/W8kHyw40Ol8ySiTelUhoX61Fo+ibIsL3hrN4zWI6dOjQ5GPWbd1Kyb/+Rd3adfXXMBJ+4w1EzpjRZIvqEQG/wpqvD7FjqTYLx2jWkdYzmrb9YknsGI7uJAa9B/w+dixZwPqvPw8OWo1ISGLo9bfStv8g/H4/u3MLTnAVoTkiKBGOYXWEMuzGafSbfDVb5n3PlnnfUZ6fy7xX/8naLz+l/5XX0nn4qBMOzpJ1Mgntw0loH07Pscks/XAvufsqWP3lQQ5vLWbMtE6ERjffaiLp9TguuQTHJZdQd2TcyaJFONeswblmDca2bYiYOpXQyy9HNpt57LHH6NOnDzfeeCPpf0knZVYKpjgTaU+kkfNqDs59zuC1P/jfXNbt7MDcdz8g7eDbkLESafWL9LN9TL8xT7BrzGVMeWMdqw6WsuZwKYPbNP9GJwgXK69f4cEvtpNX6SLKbuLOYanc0gHsK/4Ea77XDrJEcCD5Rob97i2KS3426DNUT/LvkrGmWVF8Cnnv5jEgZACz180mvImWDtfOXZT8+184V67SNhgMhF1zNVF3340hLu64Za0pd7Pg7V0UZWjdt70nJNPvslT0hpObbqsoAfauWs6aLz+lukTLpeKIjmXwtTfRadjIc2ra7vlMzIUUmmW22xl87U3MePU9ht44DUuIg8qiAha++S/e+d1dbFswB7/Xe1LXCokwc/nvejLipg7oTToKDlUx+88b2Lk8F1U5cQ+itVcvEl95mTYLFxAxbSqyzYb30GEKn3yK9CuuwF+irZEzYcIENm3aRKeYThx+5jB1h+rQ2/Wk/D6FsKFhja65f/9+eky4ma9s0+CGzyAiDZzF8P19dJ1zOY920gbLPjd//zHLBgiCAJ+szyKj1EmU3cjS3/VjpvIF9v8Ohr3fa6ul97+bD8Lup8vU548JSEyJ2hcGa5oVf42fzOczuWPQHcyZM+eYgMS9fz85v72XzGuv1QISnY7Qa66mzbx5tHrqqRMGJFm7yvj8rxsoyqjGZNUz6TfdGTSl7UkFJKqicGDdaj74/b3Mf/0lqkuKsIVHMOb2e7j95TfoMmKMCEhOIxGUCCdksloZcOW1zHj1XUbcege2sHBqSktY8u5/eOf/7tQGeHncJ7yOJEl0HZ7AjU/0J6F9GH6vwsrZB/jula1Ul57cEpvGxERiH32UtsuXEfPww+ijo/FlZZNz90wUp9YSkpaWxk8//cSNl99IxrMZVK6vRNbLJN6ZSOw1sUcvDUFtbS3XXHstj7y/ksDMNTDhb2AKhcKd3H7oPqYbl7Atp5JFe4qaKZEgXJyq6ny8suQgoPJi10wc/x0CK/4Bfje0HobvzmXcN8/FbTPvx+/3NzrX3s1O2h/TMEYZ8RR4yPlHDq8+8ir//Oc/G60t5knPIPf+B8i44kpqlywBWSb0istpM3cO8X/5C8bEhOOWUQkorPv2MD++uh2P009MSgjXPdaP1O4nbvlUVZWMbZv5+LEH+OGlf1Cel4PZHsLwm6dzxytv0XPCpefVVN7zhei+EU6awWym72VT6Dn+UnYuW8jG776ipqyE5R++zfpvv6jfNwmj5fgDWR1RFq64vxc7V+Sx9ptD5O2vZPafNzDkmrZ0Hhp/UplWdSEhRE6/jZAxo8m84Ubce/aQN+tBEl97FUmvx2q18uGHH9K/f39mPTgLb6GXmCtiiL4sGmOskdy3c1G9Da0fzz77LJs3b+azzz4jqvsNsOhJ2PYxfzD+jy+8g3lh4X7GdIpFd4LBb4Jwsfj30oNU1vl4MnQew7d9rG0MTYLxf6E8bhjXXncdS5cuPea8owej1+6txf25m4VfLGTw4MGNjnPt3EnW1Gmo9WkLHJMuIeq3v8XUpunlN37OWeVh0Tu7yTtQCUDXEQkMvaYdOsOJv4vn7t3F6tkfkrdPWzXXYLbQ59Ir6XvZlZisx08UKfw6oqVEOGV6o5FeEy7jjn+9xbi77iM0Ng5XdRWrPn2ft397O2v/99kx6zf8nCRLdB+VyPWP96dV21B8ngDLP9nPD//a1ii1/YkYk5NJev01JJOJ2hUrKPzLX4JdLZIkcd9997Fs6TLktTK5b+Wi+BRC+4WS+kgq+tDGMfnixYvp27cvW/ZnweRXIKINVn8VM8xLOFBUy3fb8k79jyUIF6CsMicfrM0kmkqm+b/SNg75Hfx2A3uk9vQfMODYgESCuBviiJ8Wj6STqFhdQdjiMDas3HBMQOLNyiLn7pmoLheWPn1I/e5bEl588aQDkrz9FXzx143kHajEYNIx/o4ujLixwwkDkqL0Q3z196f4/E+PkLdvDzqDgT6XTeHOf/+XIdfdLAKSs0AEJcIvptMb6D5mAre/9CYTf/MA4fGJuJ21rPnyE97+7e2snv0RddVVx71GWIyVK2f1Zui12jeYnL0VzH5mPXt+yj/pcRyWnj2Jf+F5kCQqZ39O2X//22j/0KFD2bx5M53UTmQ+l4m/xq+lpn8yDXNS4+m+WVlZDB48mA8+/gRGPATA3fo52HDx0uIDeP2NFwcThIvRs/P34Quo/C1qPrqACxL6wtin+XHhUgYOHMjhw4cbHS+bZJLvSyZqotZtUvS/IgZWDuSnlT+RlJTU6Fh/WRnZM+4iUF6OqXMnkt58E3Mzs3B+TlVUNs/P5LuXt1JX7SUi3sa1j/alXb/Y455XlpvN9y/+jY8fvZ/MbZuRdTq6j53IHa+8zchb78DqaDrXiXD6iaBE+NVknY4uI8Zw2z9f49LfPURUUgpeVx3rv/mc/957Bys+fveY9R4anS9L9BiTxPV/7EdsqgOvO8Cyj/Yx57UdjfIIHI9j3DhiH30UgJJ/vkjVnDmN9sfHx7No0SJGtB1B+jPpeAo8GCONpD6Wir1H4yRpHo+H2267jfveWoEa0QaLv4p7rEvJKXcxe2M2gnAx25hZztydhaRIRYytmwuAOvYpnn3uOS6//HJqamoaHa8P05P6aCqO3g4Un0L269mMc4zj008+xfqzlO+K00nO3TPxZWdjSEgg+c030dlPrnXCXetjzus7WPdtOqoKHQfGcc0jfY+7LldVcSHzX3+JD35/LwfXrwFJotOwUUx/8Q3GzbiXkEgx6+5sE2NKhNNGlnV0HDycDgOHcmjzetZ9NZvijMNs+uFrts3/kZHT7qTHuEnNnh8eZ+OqP/Rh2+JsNnyfQdauMmb/eT3DrmtH+wFxJxxrEjH1Vnx5eZR/8AEFjzyKISYGa79+wf1Go5G7776bq6++mvv+cB+xM2Kxd7aT8rsUCj4toHxxeaPrvfr6G0Rd1YmnusEM3Y/8h9H8a8khrulzYayTIwinSlFU/jJHyzvycuxcpEo/gdRRTHviLT755JNjjjcnm0m5PwVDhAF/tZ/it4r575P/xWg0HvP/rPr95M6ahXvXLnRhYSS9/Tb66OiTKldhRhUL3t5FbbkHnUFm+A3t6TS4VbPvGW5nLatnf8TOJQtQAtog3Lb9BjLkuluISm59Cn8R4XQTLSXCaSfJMu36DeKWv7/MlEeeolW7Dvh9Xhb/93UW//d1Aj8biX80WZboPT6F6x7rR0xKCJ46P4vf38vc/+zEWXXiVpOYhx8iZPx4VJ+PnN/ei+dnzcgAU6dOZfXi1ahfqpSvKEeSJeJviafVra2O+Y/48zd7OVwlY/JV8X8hyyit9fDeT5mn+icRhAvCDzvy2Z5TSW9jDj0rFwMw7aP0JgMSew87qY+lYogw4M5z437XzbJPlnHllVcec6yqqhT86U84V6xEMptJeuM/mNJST1geVVXZvjSHb17YQm25h9BoC9c83IfOQ5ofMF9bXsbnTz3M9oVzUAJ+Urr34qa//pMrfv+4CEjOASIoEc4YSZJI69WPG//8AkNvnAaSxPZFc/nqr0+ccKxJRLyNqx/qw8Ar05B1Epk7SvnsmfUc2Fh43LEmkiwT/9yzWHr2RKmuJueuu/GXlh5zXO/evdm0YROdcjpRMLsAVVGJHBNJyv0pyOaGf4uACk8t0aYaT+cHbLh4c8Vhqup8x1xTEC5kbl+A5+bvB+DFyO+RUPku3cAnS3Yec2zE2AhSfpeCzqyjdnctccvi2LBwA927d2/y2qWvvkbV/74CWSbhxX9i6dnzhOXxuvwseHs3q784iBJQadM7muse60dUYkiz51QU5jP7qYcozcnCFh7BtU/8lWv++GdatT25MSvCmSeCEuGMkySJAVdey5V/eByD2ULOnp18+sdZlGZnHvc8WSfTZ2Jr7Y0myY7H6WfRO3uY/9Yu6qqbT9omm80kvv4ahpRkfHl55My8J7jA39GioqJYMH8BM3rOIPvVbBSPQkj3ENIeT8MQ1ZB/YPYuH/tLAxh9VTwYuoJqt583Vx7bAiMIF7J3f8ogr9LFJSGHaV3xE35F4sEfG3d5IkOrW1oRf0s8kixRvqKccTXjWDJnCdHNdMVUfPEFpa+9BkDck08SMnr0CctSmlvDF3/fyOEtxciyxNDr2jFhRleMlua7VYsz05n95ENUFRcRFtuKG55+juSuPU7+DyCcFSIoEc6aNn0GcNNfXiA0No6q4iI+feIPHNq47oTnRSbYueaRvvSfnIosS6RvLeGzZ9ZzaHNxs+foIyJIfustdOHhuHftIm/Wg6hNdBvpdDr+/ve/895j71H4UiG+Ch/mRDNtnmiDpY0F0FpLnlmpdR3don6PnTre+ymT4pqTn7osCOez0loPry87DKj8xa5NAX5rs4fDFQ2tlrJZJuV3KUSOjQSg6IsiHu3zKG++/iZGo7HJ69YsW0bh088AEHnPTMJvuP6EZdnzUz7/e3YzVcUu7OEmpvy+Nz1GJx13zFnunl18/qdHqKuqJDollRueeY6w2ONngRVahghKhLMqKimFm//6Isldu+Nzu/juhb+w7uvPTzj9V6eT6XdpKtc82pfIBDvuWh8L3t7Fgv/uwlXbdKuJMSWFxCM5TJYvp+Qf/4BmHufqq69m9der4RNwZbnQh+pJfSQVWydt5P7sXX72lyoYvZU8ErkKly/Aq0sP/bo/hiCcJ15efIBaj587ovcRWbENd0DmzysbxngZIgykPpZKSI8QFI9C+XvlzH5wNvf+9t7mB5vu2EHeA7MgECB0yhSi/+//jlsGnzfAkg/2sOyjfQR8CsldIrn+j/2JSzv+dN3Dm9fz1d+exOuqI6FjF6576u/YwppfQVhoWSIoEc46S4iDqx59hp4TLgPgp88/Ys4rz51UqvropBCufbQvfSe1RpIlDm0q5ou/bWy2O8faqxfxzz8HkkT1518QvnJls9fu1KkTy75fRt4/86jeVo1skIm7Ufs2pajwzEqtfNf7vsNOHZ9tyCan/NhuIUG4kBwsquGzDTnIKDyo+xyAF9e4KKzVAnxTvLaGjSXZgq/KB5/DyndWMvo43TCG0lLy770P1e3GNmwYrZ55+rgtHRWFTv73j03sW1uIJMGAK9K47LfdMduPn+Z994olfPfCX/H7vKT16c/Vf3wGs81+3HOEliWCEqFF6PR6xtw+k3Ez7kXW6di/dhWzn3qY6tKSkzhXZsDlaVzzcB8cUWZqyz0sfn9Pswv7OcaPJ/aRhwGInjuPmvkLmr12q1atmHbjNHLfyiXgDmBJtmDvpr2Jzd7lZ3+ZgsFbyZOxP+ELqLy06ECz1xKEC8Hf5u4loKg8kbQDa+UBqn06nvupoZUkflo8hnAD7hw3hS8UsuyzZbQ5TuZVf2kZCe+8i1JRgblLFxJffgnJ0HxwcXBTEV/+fRPl+U4sDiOX39+LvpdoX0qOZ/Ocb5n/+kuoikLn4aO5fNZjGIymU/8DCGeVCEqEFtV97ESuffyvWEIcFGcc5pPHHiD/wN6TOjcmxcGke7qjN8jk7Cln8/zMZo+NmDaN0FtuBqDosceo27Sp2WN///vfgxsqlmsJ36Iu0RIoKSo8vVxrLbnK/Q126vhmWx77C2uavZYgnM9WHyxl2f4SrLKfW1zatN8/L3dyZHa+raMNWwcbik8h85+Z3H3j3cTExDR7PcXppODeezGWl6NPSCDpzTeQbU0nN1NVldVfHmThf3fj8wSIbxfG9X/sR2KH43e9qKrK6tkfsvxDLbNzn0uvYOI996PTi9xC5wMRlAgtLrFzV27+20tEJ7emrqqSL55+lF3LF5/UuZEJdkbcpE3n2/BDBrn7yps9Nur3v6emSxc4ksMkPaPJ49q2bcs111xD2cIyVL+KvbMdS6o26PXz3X4OlKvoPZX8NX4NqgovLNx/ijUWhHNfQFH5yxxtQbp/pm3GUJtHqdfAqxsaukqjL9dm1FSsqMDoNWoBfTNUn4/cBx7As3s3fpuN+DffQB/VfMbU7Uty2L4kB4A+E1O44v6e2EKP39KhKAEWv/0a67/5AoChN0xlxK13Isnio+58IZ4p4ZwQGhPLDX9+nrb9BhHw+1nwn5dZ/uHbKIHACc/tOKgVHQe3QlVh4bt7mk2yJul0FN5wPabu3VGqqsi5664mc5gAPPzww/jKfVSuqwQgalJDa8mflmmrll7m/AqHVMeiPUVsyW4+jb4gnI/+tzmHfYU1tDJ7mVCmrQL86IJq3PWT2Kztrdg721H8CqVzS/ntb3/b7LRfVVUpeOpPOFeuQjKbyb9tGsaUlGYfO+9ABWu+1qbdD7u+HQOvbIOsO/7Hld/nY87Lz7FjyXwkSWbcjHsZMOW6k1p1XDh3iKBEOGcYzRYun/Uog665EYDNc77jm2efPuGKwwDDb2hPRLwNV7WXRe/sRmlmfIlqNBL/739hSE7Gl5tLzj2/aTKHSe/evRk/fjylc7WgxdHHgTFWm9b4+W4/ByokdJ4qnk3SpjQ/P3//SS8gKAjnOqfHzwsLtfFSr6WuRXaVkesy897WhqSBMZdr3TSVqyoxuA3HbSUp/ferVH39NcgycS88jzs5udljays8LHh7F6qi0n5ALN1GJp6wvF5XHd/8408cWP8TOr2eyx54mO5jJ55sdYVziAhKhHOKJMsMvvZmJj/wCHqTicztW/j0jw9Snp973PMMRh0T7+qKwaQj70AlG39sumsGQBcRQdKbb6ALC8O9cyd5v/8DahMtMo888giefA/V26qRZCm4wqmiwlNLtSyvE6r+R7jOzdr0MlYfarrVRRDON2+uTKekxkP3cC+98rSxJPf/UE6gPu62tLFg72pH9auUzCnhN7/5TbNjSSo+/4LS118HIO6pp7CNGNHs4wZ8CvPf2omrxkdkop2RN3c8YUtHXXUVX/75j2Tv2o7BbGHKI3+i/YAhv6DWwrlABCXCOan9wKHc+MzzhERGU1GQx6d/fJCMbZuPe054nI2Rt2jjSzbNyyR7d1mzx5pSU0l8/XUko5HapUsp+uvfjmnpGDlyJP3796d0jhZshA0NQx+qDZb7YrefQ5UysqeSf6bUt5YsEK0lwvmvsMrNW/UZi/+VsBTJW8tBp42v9jYkHzzSSlLxUwV6p77ZVpKapcsofPppAKJ+8xvCr7/uuI+9+suDFGVUY7LqueTurhiMuuMeX11awudPPUzh4YOYQxxc98RfSenW82SrKpyDRFAinLNiWqdx899eJL5DZzx1Tr75x9Ns+vGb437wt+8XR5fhCaDCovf2UFvRfO4Ta+9exD//PEgSFZ9+Svl77zfaL0kSjzzyCHUH66g7WIdskIPZKhUVnliidSuNLP+CGKOHHblVzN9V+OsrLggt6PkF+3H7FCYleknJmA3APV81ZE+2pFoI6RGCGlAp/bGUe+65h9jY2GOu49q+nbxZs0BRCL36KqLuu/e4j7tvbQG7VuaBBGOndyY02nrc48vycpj95EOU5+dij4zihqefJa5t+19QY+FcIoIS4ZxmCwvn2if+StdR41FVhRUfvcOC/7yM39v82jdDr21LVJKW9XXhO7sJBJRmj3VMGE/MQw8BUPzcc1TPn99o/xVXXEGHDh0omavlT4kYExFcsO+L3X4OVxuQ3ZW8VN9a8sLC/fiP83iCcC7blVfF11u1rtK/hP2AFPCytSqMJRkN3ZtHZtxUrq1EV6vjD3/4wzHX8WRkkDPzHi052vBhtPrTn47bDVOSXcPyT7VZbP0uTaV1t+Zn5QAUHjrA7KcepqashIj4RG585nkiE5JOub7CuUcEJcI5T28wMP7u+xh1291IsszuFUv44plHqa1oevqv3qDTFucy6yg4VMX679KPe/2I26YRfsstAOQ/9DB1W7YE98myzMMPP0zNthrc+W50Vh3hI7U8CYoKf1yorXY8uORzEi1eDpc4+Xpr3umotiCcVaqq8tc5e1FVuLujm4hDXwNw1xcN47nMyWYcvRyoikrJDyXMnDmTuLjGa8j4S0vJmXEXgYoKzF27kvjS8ZOjuWt9zHtzJwGfQkq3SPpNan3ccmbt3MYXf/4j7ppq4tq04/qnn8UR1fSsH+H8I4IS4bwgSRK9L5nM1Y8+g8lmo+Dgfj557AEKDx9s8viwGCujp3YCYOvCbDJ3ND8IVZIkYh99BPuYMaheL7n3/AZPRsNA2ZtvvpmE+ARK52nXiJoQhaTTvvV9ucdPptOE5K7kpdYbAHhl8UE8/hNPZRaEc8mSvcWsTS/DqJe5X5oNqKyuiGJTfkPL35FWkqp1VchVMg/VtzIeoTid5Nw9E19uLobk5OMmRwNQFJVF7+6mpsyNI8rM2Ns6HzdT64H1P/HNP/6Ez+0iuWsPrn3ir1gdx1/7Rji/iKBEOK+kdO/JzX99kYj4RGrLy/j8qYfZt6bp9Wza9I6h+yhtOuHi9/dQU978+BJJpyPhhecxd+9OoKqKnLvuxl+mDZQ1Go08+OCDVK2twlfhwxBuIHSQ9kaoqPDIPC1HSd+CT2kTEiCv0sUn67JPZ7UF4YzyBRT+NlfLpPxkj2osGQtRJZk7PskMHmNKNBHaN7TZVhLV5yP3/gdw796NLiKC5LffQh8ZedzH3fhjBtl7ytEbZC6Z2R2zrfkWlR1L5vPjS88S8PtpN2AwUx75E0bL8cedCOcfEZQI553wVgnc9Nd/ktqrL36fl7n/eoHcvbuaPHbw1W2JSQnBU+dn8bv7UI8z3EO2WEj6z+sYkpLw5eSQ85vfoLi0RGkzZswgLCSMsoVaoBI1KQrqv9B9ucdPtsta31qijS15bdkhaj3+Jh9HEM41n67PJr3USaTVwA1V7wKwsCSWA2UN/zBHZtxUbaxCqpAatZKoqkrBk0/hXLUKyWIh6Y3/HDc5GkDmjjI2zc0EYNStHYlKbHqhPFVVWf/tlyx661VUVaH7mIlcdv/D6I/TJSScv0RQIpyXTFYbVz70BB2HjEBVFeb863nqqquOOU6nl5kwoysmq56SrBqq9h8/TbU+MpKkN99EFxqKe/sOSl5+BQC73c59991H+bJyAnUBzPFmQnqEAFpryUP104a75XxMlwiVMqeXd1c3nytFEM4VVS4fLy/WEqW90LMIfe46FNnIHR82LDZpijfh6OsAoOT7Eu666y5atWoV3F/yr39R9c03oNOR8NKLWLp3P+5j+pwSyz7SBrZ2H5VI+/5xTR6nKtrg9tWffQDAgCnXMXbGb5Hl408VFs5fIigRzluyrGPcXfcSXt+Vs+A/L6MqxzaFOKIsjJmmjS+pzTSSse34Sc5Maam0evYfAFR8+SWBKi3Yue+++zBJJsqXagNsoy5tmCHw5R4/ud4QJHdVMG/J2yvTqXA2P0tIEM4Fry87REWdj/bRVkbmaknOvi2IJa+mYep99ORoJFmiamMVlGrLMBxR9cMPlP3nDQDi/vQUISNHHvfxfJ4AZVss+NwBWrUNZfA1bZs8TlVVFr71bzbP+RaAEbfewdAbpoq08Rc4EZQI5zWj2cLk+x9GZzCQvmVj8A3s51J7RNN9TAIAKz49QFXJsanlj2YfMQJTx46odXVUzP4cgKioKGbMmEHZojIUn4KtnQ1rW61PW1HhDz9q04Y7ZHxI3zgdNR4//1lx+DTVVBBOv5zyOt77KROAl7scQireg19v4873dwePMbYyEjpAG0NV8oPWShIfHw9o40iKX3oJgMi77yb82muP+3iqqrLi0wP4a3VYHAYmzOiKrpk1bTZ+/xW7li1CkmUm/uYB+l425ddWVzgPiKBEOO9Fp6QyatpdAKz67APyD+xr8rj+k1tjDAvgdQVY8PZu/L7mZ8hIkkTk7dMBKP/4I5T6vCizZs0CJ1T+VAk0bi35YpeXAn8okruK5xN/AuCDNZkUVjU/wFYQWtI/5u/DG1AY0SaUTvv+DcBnObEcnXMw+jKtlaR6SzVKodK4leT7H/DnF6CLiiLqnpknfLztS3JI31IKksq4Ozo1u+pv1s5trP7sQwDG3H4PXUaM+RW1FM4nIigRLgjdx06k/aBhKIEAc/71HO7aYxfxk3UyET1dmGx6SrJr+Ol/h457Tccll6CPiyNQUkr1998DkJKSwk033UTpvFJURcXRy4EpXntjVVR4aK42ELb1oQ8YkWzA41d4ZUnT05YFoSVtzqpgzo4CJAmebb0FqTILnymCme9tCx5jjDESNigMgOLvirnrrrtISNBaHNVAgLK33gIgcvp0ZLP5uI939Mq/YR09xKU1PZW3urSYOa88h6oqdBk5Viysd5H5RUHJa6+9RuvWrTGbzQwYMIANGzY0e6zP5+OZZ56hTZs2mM1mevTowfyfZc0UhF9LkiTG33UvobFxVJcUs+CNV5pMR6+3qIyeqq2Ps2tFHgc3FTV/TYOBiKlTASh77/3geJWHHnoIb5GX6i3VAERd0tBa8snWOorVCCR3FX+NXwPAF5tyyCh1np6KCsJpoKoqf5mzB4BbekYSt+1fALxzOJq6hoWAG1pJtlWjFDRuJamePx9vVha60FDCb7j+uI939Mq/bftGY0vxNXmc3+vlhxf/jqummpjUNoy54x4xhuQic8pByeeff86sWbN46qmn2LJlCz169GDChAkUFxc3efzjjz/Om2++yb///W/27NnDzJkzmTJlClu3bv3VhReEo5msNi773cPIOj2HNq5l24IfmzwuqXMEfSZq0xWXfbSPyqLmx5eEXXctst2O9/BhalesAKBLly5cfvnllM7VBsyGDgpFH64t1KcCj8zX8pYk7nuXSe0sBBSVlxYdaPL6gtASftxRwNbsSqxGHQ+HLwVnCR5bAve9tzF4jCHKQNiQMECbcXPnnXeSmKjl/VEVhbI3tVaS8Km3HjdB2s9X/h1+YzuaizOWvv+mtriePYTLZz2GwXj82XLCheeUg5IXX3yRGTNmMH36dDp37swbb7yB1Wrl3XffbfL4jz76iMcee4xJkyaRlpbGPffcw6RJk/jnP//5qwsvCD8X16YdI269HYAVH71DUXrTXTT9J6cS3y4MnyfA/Ld24vc2Pb5EZ7cTVr+yafm77wW3P/zww7jSXTj3OZH1MlETGlpL3t9QRZkcDe4qnopZBcD32/PZk199WuooCL+G2xfg2fnauKv7B0di36TNuHltbzj+oyavRV8WjaSTqNlZQyA3wCOPPBLcV7t8OZ4DB5BtNiLql2hozs9X/tU3s/LvzqUL2blkAUgSl/7fHwiNOXaRP+HCd0pBidfrZfPmzYwdO7bhArLM2LFjWbt2bZPneDwezD/ra7RYLKxevfoXFFcQTqzXxMm06TuQgN/Pj688i6fu2JYQWScz/s4uWEIMlOU5Wfl58y0ZEbfeCno9dRs34tq5E4DBgwczbNgwSuZoM27CR4QjW7V/JxX446IaAGJ3vcO1XbR8Ji8s3H86qykIv8gHazLJrXAR5zAzXfkavDW4Qtvx+/fWBI8xRBoIGxoGQMl3Jdxxxx0kJWkL3qmqSmn9FODwm25CF9p8mveTXfm38PBBlrz7HwCGXn8rrXv0Ph1VFc5D+lM5uLS0lEAgcMwy1bGxsezb1/SMhwkTJvDiiy8yfPhw2rRpw5IlS/j6668JBJqf+eDxePB4PMHfq6u1b5g+nw+fr+m+yLPhyGO3ZBnOpAupfmPu/A3FGYepLCxg4Zv/YsJvZ+H3axlWj9TPaJUZPa0Dc17bxd6fCohNDaH9gCa+nUVGEjLpEmq+/4HS/75D3AvPA/D73/+eK664AneOG3OSmcjRkZTUTwt+a3Uxf5vQnghPIY+EL+VruT9L9xWz7lAxfVLCz1i9L6TnsCmifr9OmdPLv5dqrYd/HGJFv/IdAF7YZufoEVhRk6KQ9TK1e2rxZfl48MEHg2WqW7MW986dSGYzITff1GxZS3Nqgyv/9pmYTELH0Ebv4Ud+umqq+f6ffyPg85Haux+9Jl1xXj+/4jXa9PEnS1KbGg3YjPz8fBISElizZg2DBg0Kbn/ooYdYsWIF69evP+ackpISZsyYwQ8//IAkSbRp04axY8fy7rvv4qpP4f1zf/rTn3j66aeP2f7pp59itYq1DoST4yopIm/xD6CqRPcfRmjbjk0eV33QSPUhE5JOJWZQHYaQYxOwGQsKaP3yK6iSROYffo8vMhJVVbn//vupjK8k6e4k/FV+9v9+P6pP+5e6a2gMb45x49NZmWl9iSUlIbQJUbmvS6DZPnVBOJP+ly6zqkgm0abySegbpJSvIkffmuQndgSP0Yfraf9ce2SDTPrf0xmeOpyZMxum+ya++SbW9Awqhgyh5PLJTT5OwAvFa2wEXDLmaD+RfVxNvuZVRSF/+XxchXkYQhwkTpiCzmg87fUWWk5dXR033XQTVVVVOByOEx5/Si0lUVFR6HQ6iooaz1goKio6ZvnqI6Kjo/n2229xu92UlZURHx/PI488QlpaWrOP8+ijj2r5IOpVV1eTlJTE+PHjT6pSZ4rP52PRokWMGzcOwwW47sKFWL/NkWH8NPtDyreuZ9RlV7Bl3/5j6qcoKvNe30Xe/ko8h6KY9PteGEzH9nvnb9xI3U9r6JmbR/SttwLaa3Pa7dOIvToWY5SRsCFhVCzXBrq+vbqY5yZ1JNSTzz877ad/RX8O1yjY2/VjRPszs9T6hfgcHk3U75c7XOJkzfo1gMorE8JJnqfl0nl9f+PXYvSkaGSDjHOfE1+6j1fnvEpycjIAri1byEvPAL2eXn96Cn0T7/uKojL/jd0EXBWERJm56vc9MVkb6nJ0HTd8PZvDhXnoTSaue+wZIpOOv17O+UC8Rhs70tNxsk4pKDEajfTp04clS5Zw5ZVXAqAoCkuWLOHee+897rlms5mEhAR8Ph9fffUV1113XbPHmkwmTKZjR10bDIZz4kk+V8pxplxI9RtwxTXk79tNxrbNLHrjJcKHjmuyfuPv6Mrnf91AZaGLNV+mM+a2TsdMRYy64w6yf1pD9TffEHPfvejDw7npppt46qmnKJ1fSvwt8URNjKJiRQWo2tiSf6yDv/eCsO3vcFe/iby6tpQXFx9mdKdWyMdZov3XupCew6aI+p26FxYdJKCojO0US5/0l0BVqIofzrPPzAkeow/VEz5S614s/q6Y6dOn06ZNm+D+gv9q3T1hV12FpX6Myc+t/z6d3L0V6A0yk2Z2xx7adOt29rbNbP7hawAmzPwdcWlNp5s/X4nXaMNxp+KUZ9/MmjWLt99+mw8++IC9e/dyzz334HQ6mT5dy345depUHn300eDx69ev5+uvvyY9PZ1Vq1YxceJEFEVptMKkIJwpkiwz8bezsIdHUJGfR8mmNU0eZ3UYmXBnFyQJ9q8vZO+agmOPGTQIU6dOqC4XlZ9rqef1ej1/+MMfqFhZgb/WjymuYeEygGe/30etLRk8VfzWsgi7Sc+egmrm7Dz2+oJwpqSX1LJ4bzE6WeJPvetg348gyTy9SmmUzyfqkiitleSgE89BD4899lhwn2vnLpyrVoFOR+SMO5t+nG0lwZV/R97S/Mq/3qpKFr6p5Ubpc+kVdBw8/DTVVDjfnXJQcv311/PCCy/w5JNP0rNnT7Zt28b8+fODg1+zs7MpKGh4w3W73Tz++ON07tyZKVOmkJCQwOrVqwkLCzttlRCE47E6Qpn0f39AkmRq0g+wd9WyJo+LbxfOgCu0bsWVsw9QmlvTaH/j1POfoNQPxp4+fTpRoVGUL9YW6oue1NAcrgIvbdFa/Syb3+K3g7R9Ly46gD9w7NgVQTgT1mdor82+yWEkbn4OgIqUS3j5k3nBY3QOHRGjIgBtxs306dNJSWnoTil7600AHJdOwthEK0llUR1L3tcSsnUblUiHAU136XtdLgpWLcLndpHYqSvDbpp+GmooXCh+UUbXe++9l6ysLDweD+vXr2fAgAHBfcuXL+f9998P/j5ixAj27NmD2+2mtLSUDz/8MLiYkyCcLUmduzHgKi3r5PL336IsL6fJ43qPTyGla2R9wqddeF3+RvsdEyeib9WKQGkpVfWp5y0WC/fffz9lS8pQPAqWVAu2Tg3JpJ6avRlXSCp4qrhDP49Qi4GMUidbsivPTGUF4Wc21gcl14YfgMxVoDPxxJK6xq0kE6OQTTJ1h+tw73M3aiXxHDxIzaLFIElE3XXXMdf3uv3Me3Mn3vqVf4dc3fzKv4vf/je+6kps4RFcdv/D6PSnNIpAuMCJtW+Ei0bfK67GEhuPz+Pmx5efxef1HHOMJEuMva0z9nATVcUu1n2X3ni/wUDENC31fPm77wVTz//mN7/BipWKVdog16hJDcnUVOA/e7VcDsaNb3JJWy1vz/L9TWdBFoTTbUNmORIKEwq11o6yNlfx+iffB/frQnREjokEoPj7Ym677TZat24d3F9an701ZNw4TG0bBxyqqrLs432U5zu1btAZXdHpm/5o2fTjNxzasBZkmUn/9wdsYWduerxwfhJBiXDRkGUdsYNHYXGEUpqdyfIP3m7yOLPdwOipnQDYvTqP2orGwUvYNdcih4TgzcigdvlybVtYGDNnzqR0vrZQX0i3EMzJDUkDH3pvNZ6wtuCpYpqsNZkv319yBmopCI0VVLnIrXAxWbeOkIo9YAzhsbmljVtJxmutJK5MF+7djVtJvFlZVM+dqx038+5jrr97VT6HNhUjyxIT7+ra7Mq/2bt2sOqT9wGI7j2IVu2anqIvXNxEUCJcVPQWKxN+8wBIEjsWz2ffmpVNHpfYMZxWbUNR/CpbF2U12qez24ILkJUdtbzC/fffj1QtUbWhCmi8UF9AUXgvQxt31SHjI0KlWvYUVFNUfdQa8YJwBmzMrEBHgEdMXwFQ0v5G3v706+B+nU1HxFhtLEnxd8VMnTqV1NTU4P6y//4XFAXbiOGYO3dudG2v28+GH7TWxEFXtaFV27Amy1BdWsKPrzyLqip0HDoSR7tOp7OKwgVEBCXCRSe5aw8GXKlNSV/01r+pLDx2JowkSfSbpL0x716Vj7OqcWtJ+C23gsGAa9NmXNu3AxAfH8+0adMaFurrH4ohqmE63P1vLMEX0R7ZW8OjYdpg2xWitUQ4wzZmlNNLOki8UgDmMB7+NrtRK0nk+Eh0Fh2ubBd1O+r44x//GNznKyig8tvvAIi6e+Yx1965PBdXjQ9HtIVuoxKbfHy/z8cPL/0dV3UV0a3TGH37TLHyr9AsEZQIF6XB195EQsfOeF0ufnzlWfxNpEJO7BRObKqDgE9h26LsRvsMsTGEXnYZAGVHLdT3hz/8AU+Oh5qdNUg6iaiJDa0lHq+X2QWtAZji/R4bLpYfEONKhDNrY2Y5A2RtGZCa6N588Nn/gvtkq0zkOG0sScn3JUydOrVRYsuyd94Fnw9r//5Ye/dqdF1PnY+tC7X/i/6XpaLTNf1xsuz9Nyk8dACzzc4VDz6GXqz8KxyHCEqEi5Ks03Hp/z2EOcRBUfohVn3y3jHHSJJEv0u11pJdK/Ooq/Y22h8x/TYAahYtwputvTm3a9eOa665JthaEj4sHF1IQ3bYe19bQCA0BVPAyTB5J6sOloqpwcIZU1XnY39RDQPkvQB8s6UYRWl4vUWOjURn1eHOdePc5mzUSuIvLaXyyy8BiLrn2FaSbYtz8NT5CW9lo12/plf03bVsETsWzwdJYtL//YHQmKanCQvCESIoES5aIZFRXPKbBwDYMu97Dm48dqXr5C4RxKSE4PcqbF/SuLXE3L49tuHDQFEof/+D4PaHH34Y514nrgwXskkOzmoAqK6pYXOtlqtkonE7NW6/mBosnDGbssrRqX766Q4C8OLXG4L7ZLNM1AStJa/4+2JuveXWRtlby99/H9XjwdyjO9aBAxtd11XrZfsSbVr9gMmpTWYnLko/xOJ3Xge0lsnUnn1Ob+WEC5IISoSLWlrvfvSdfBUAC/7zMtUljbtTJEmib31ryY7lebhqG7eWRN5+OwCVX3+Nv0KbDtynTx/GjRtHyVxtvEjE2AgkY8Ob9nPfaGNQRuu2IaGIqcHCGbMhs5yuUiYW3NQGDOwobMi7Ezk2Ep1NhzvfjXNL41aSQGUlFZ9+BmhjSX4+BmTLgmx8ngBRSXbSeh27jpOrpprvX9RW/k3r3Y+BU64/QzUULjQiKBEuekNvuJVWbTvgcTr58ZVnCfgbJ0xr3S2SqCQ7fk8g+O3wCOuAAZg7d0Z1u6n47LPg9kceeYTqTdV4ijzo7XrChzfkY/h+exleyYQjUEFXKVNMDRbOmI0Z5cGumyWHXBwZ3iqbZSIn1o8l+aGEm2+6mbZH5R8p/+hjlLo6TB07Yh81stE1nVUedi7PBWDA5WnHBCyKEmDOv56nuqSYsNhWXHLvg0iy+KgRTo54pQgXPZ3ewKW/ewiT1UbBwf389PlHjfYfPRNn57Jc3E5fo30R9a0lFR9/guLWpviOGjWKvn36UjpfG1sSNTEK6oeW+BRYmql9PIzRbWFPQTXFYmqwcJq5fQF25lUFg5LlmQ3BdsSoCPR2PZ5CDzUba3j88ceD+wK1Tso//hiAqLvvOibo2Dw3k4BPIS4tlJSukfzcmi8+IWvHVvRGE5c/+BhmW9Pr3whCU0RQIghAaEwsE+75HQAbv/+KjK2bGu1P7RFFRLwNrzvAjmW5jfY5Jk5AH9+KQHk5Vd9pWTIlSeKRRx6hcnUl/io/xigjof1Dg+d8sU3LZXKpeScAyw+I1hLh9NqaXUkgEKC/bj8AK+qDEskoBXPolPxQws033ky7du2C51XO/gylqgpjaioh48c3umZ1mYvdq/MBGHDFsa0khzauY/03XwAw/u77iE5JRRBOhQhKBKFeu/6D6TVxMgDzXnuRmvLS4D5Jlug7qTUAO5bm4DlqTRxJrydy2jQAyt9rSD1/5ZVX0i61HWWLy4DGydTmHtTOb+c/SDSVYlyJcNptzCyns5SJHReVbpXtRdrrMmJUBHqHHm+xl+oN1Y1aSRS3m7L33gcg8q67kHS6RtfcNDcTJaCS2DGcxA6NU8SX5+cx77UXAeh1yWQ6DR155ionXLBEUCIIRxl+y+3EpLbBVVPN3H+9gBIIBPe16R1DeJwVT52fnT9rLQm9+hpkhwNvZia1y7TEaDqdjoceeoiyJWUE3AEsyRbs3bSm7CKnysY87dojddvE1GDhtNPyk2hdN6uz/SgqSAYpuC5TyY8l3HT9TbRv3z54TuWX/yNQVoYhIYHQyy5tdL3Kojr2rS0EtLEkR/O6XXz/z7/iddWR0LEzI26540xWTbiAiaBEEI6iNxi47P6HMVos5O7dxcbvvwruk49qLdm2JBuvu6G1RGe3EX59fer5dxpSz99yyy3EhcVRsfzYhfrm1LeWTDSIqcHC6eUPKGzJqmBgfdK0FVlaABw+IhxDqAFvqZeqtVWNWklUr5eyd94BIHLGnUgGQ6NrbvgxA1VRSekWSVxaQ1ekqqoseONflOVmYwsL57L7HxEr/wq/mAhKBOFnwuPiGXP7PQCs++ZzasvLgvva9o0lLNaKx+ln14q8xufdeouWen7LFuq2bgXAZDIxa9YsyhaWofpV7J3sWFItAMw5qA2YHSztwIBfdOEIp83eghrqvD76HQlKMv1IBonoS7XpuyU/lnDDtTfQoUOH4DmV332Hv7AQfXQ0oVOmNLpeWV4tBzcVATBgcuNWku0L53Jg7SpknY7JDzyKPTziTFZNuMCJoEQQmtBp2Cji23fC7/GwevaHwe2yLNHnkhQAti7ScjUcYYiJIXSyNial/KjU83fddRc2xUblukqgobVkc75CYa2CRXXRT94npgYLp82GzHI6SjmESU5qPCpbChTCh4VjCDfgK/NRubqShx9+OHi86vdT9vZ/AYi4/XZkU+NU8Bt+yAAV2vSOJjo5JLjdWVnBqs+0xIHDb76dhI6NF+wThFMlghJBaIIkSYyaNgOA3SuWUHj4YHBf+36xOKLMuGt97FrZuLUk8kjq+cWL8WZmAhASEsK9994bTD3v6OPAGGtEpWHA62h5q5gaLJw2R+cn+SknQECGqEvrx5LMLSEhLoFu3boFj6+eNw9fdja6sDDCr7+u0bWKs6pJ31aCJEH/n7WSrPr0A7yuOmLT2tLrksvOcK2Ei4EISgShGXFt29N5+GgAln3wdnBlVVkn0+eS1kB9a4m3obXE1K4dthHDQVUp+6Ah9fxvfvMbvAVeqrdVI8kNUzIbxpVsA8TUYOHXU1W10SDXlVl+bO1sGCON+Kv9VKysYOzYscHpvKqiUPrmmwBE3DYN2WptdL3136cD0L5/HBGtbMHt+Qf2snvFYgBGT5+JLDeeqSMIv4QISgThOIbeOBW9yUT+/j0cWLc6uL3DwDhCIsy4qr3sWZXf6JzI27WZB1Vff4O/vByAVq1aMXjwYErnaK0lYUPC0Nl1LDrsxxtQSVQLaC0ViHElwq+WXuqkzOmh/1GDXO1dtFlftbtqUX0qY8eODR5fs2QJ3kOHke12wm+6qdG18g9Vkr27HFmW6HdZ6+B2RQmw5N03AOgycizx7Tue4VoJFwsRlAjCcYRERNH/imsAWPnJe/i8HgB0Ojk4tmTLwiz8vobWEmv/fpi7dEH1eILrhwBMmTKFuoN1uLJdyAaZkJ4h1HhhZf3MiNGymBos/HobM8ppJ+URKdVQ59Omntu7NgQlQDAoUVWVsv9owUX4LTejcziC11FVlfXfaa0kHYe0IjS6oQVl55KFFGccxmS1MezGaWelXsLFQQQlgnACfS+bgj0yiuqSYrbM+S64vePAVtjDTdRVedn7U0FwuyRJRN5Rn3r+k09QXC5AC0oAqjdVA+Doq30AHOnCGaffJqYGC7/ahqO6btbmBFCsOswpZgBqd9fSrVs3YmNjAXCuXo17zx4ki4WIaY2Di9x9FeQfrETWS/St764EbbG9I4O/B193M7awxknUBOHXEEGJIJyAwWRm+E23AbD+my+ordC6ZHQGmd4T6ltLFmQR8DW0cISMH48hIYFARQVV32mBTFpaGt27dw8GJfYudmSzzJwDWlDSlz3YcIkuHOFXOXo8yYosP7bONiRZwp3jxl/lb9RKUnqkleS669CHNwQXqqoGx5J0HZ5ASIQ5uO+nzz/CXVtDVFIKPcc3TrAmCL+WCEoE4SR0HDKCVu064PO4G00R7jSkFbZQI7UVHvauPaq1RK8PfvMse+891PrMsFOmTMGT78FT4EE2yNi72zlYrnCwLIBBCjBU3immBgu/WGGVm5zyuqOCkqPGk+zWum7GjRsHQN3Gjbi2bEEyGIKLSh6RubOMooxq9EaZPhNbB7cXpR9i++L5AIy+fSayTgxuFU4vEZQIwkmQJImRUxumCBelHwJAb9DR60hryfwsAkeNBwm7+irk0FB8WdnULF0KHNWFs1lrLQnto2XGnBOcGrxNTA0WfrENmeWkSoXESFW4/SrrcxsHJQaDgWHDhgFQ9oY24yb06qswxMYEr6EqDa0k3UclYXUY67crLHnvDVBVOg4ZQVLnbgjC6SaCEkE4SfHtO2qLjKlqoynCXYbGY3EYqSl3s39dYfB42WYj/IYbACivTz3fvXt3UlNTg0GJvYcdySDxY30XzhjdViQUMTVY+EU2HdV1sz43gBptxBhlRPEpOPc7GTRoEHa7HdeOHTjXrAGdjsg7ZzS6xqEtxZTl1mI06+g1Pjm4fc+qZRQc2Kd1Z94y/azWS7h4iKBEEE7B0BunoTeayNu3m4PrfwJAb9TRa5z25r15XibKUa0l4TffhGQw4Nq2jbotW5EkiSlTpuDKcOEr86Ez67B3sbMyK0CNRyVKqqKrlMkK0YUj/AIbMsqb7LqpO1iH6m2YClx6pJVk8mSMiQnB85WAomVvBXqOS8Zs09a/8dQ5WfmJlqV44NU3EBLRsIaTIJxOIigRhFPgiIqm3+VXAbDi4/fwe72ANhjQbDdQXermwMai4PGGmBgcV1wOQNm72mJnR7pwqjZXadfs48CnwKL0huyuKw+WiKnBwimpcvnYX1TdaJBrU+NJ3Pv3U7t0KUgSkXfd1egaBzYWUVlUh8mmp8fopOD2NV9+Sl1VJeGtEuhz6RVnqUbCxUgEJYJwivpNvhp7RCTVJUVsnqvNrDGYGlpLNs3NRFHU4PGR07Wm7tolS/FkZDBo0CBiYmKCXTghvUJA1zCuZIxuq5gaLJyyzVnlJFJMvFSON6CyNj+ArZOWgbV2Vy0Oh4O+fftSVp+9NWTiBExpqcHzA36FjT9qrSS9x6dgtGgr/ZbmZLF1/g8AjJ5+Nzp949WDBeF0EkGJIJwig9nMsKOmCDsrKwDoOiIBk01PVbGLQ5saWktMbdpgHzkSVJXy9z9Ap9NxxRVXUHegDn+1H71dj629LbgOTnc5nSiqxNRg4ZRsyKhgYH0ryca8AFKyFZ1Fh7/GjzvbzahRowjk5FA9T5s9E3X33Y3O37umgOpSNxaHkW6jEgFtavDS995EVRTa9htE6x69z26lhIuOCEoE4RfoNGQEcW3b43O7WD37IwCMZj09xzTdWhJxu9ZaUvXNN/jLyrQuHBWqtzYkUiusVdmUr00dHqXbKqYGC6dEy0/SRGr5PbWgal03ZW//F1QV+8iRmDs2pIb3+wJsmpsJQN9LUjAYtam+B9atJmf3DvQGIyOn3nl2KyRclERQIgi/gCTLwVWEdy1fRFHGYQC6jUrEZNVTUVjH4S0NLR3Wfv0wd+uG6vVS8cmnjB49mpCQkIbsrn0cIB09NVisGiycPLcvwPacSgZIR40n+Vlq+THdu1P1/fcARM1s3Eqye2U+zkoP9nATXYZqA1+9bhfLP9LGQfW/8lpCY2LPSl2Ei5sISgThF4pv34mOQ0aAqrL8Q22KsMmip3v9AMFNczNR61tLJEkisr61pOLTTzEoCpMmTcK5x0mgLoAhzICljYU5B3wADJN3YsAvpgYLJ2VbTiUxSglJcgl+RWVdqYolzQKAc7eTxMREQpcuA78f66CBWHr2DJ7rdfvZPD8TgH6XpqIzaB8L67/5gtqyUkJjYulbP7hbEM40EZQIwq8w7KZp6A1Gcvfs4tCGtQB0H5WI0ayjPN9J+vaGoCJk3DgMiYkEKiup/OYbpkyZghpQqdlWA2iJ1DblKxTVKtglN33l/WJqsHBSNh41FXhLgQJt7UiyhKfAg6/cx+UjR1L11VcARN09s9G5O5fn4qrxERptocOgOADK8/PY9MM3AIycOgOD0XQWayNczERQIgi/giMqJvgtcsXH7+D3+TDbDMHWko1zMoNJ1o5OPV/+3vtMHD8eo9EYnIXj6ONAheCAVzE1WDhZGzLL6R8cT+LH1qVh1g3A5Lg4VK8XU8eOWAf0D57nqfOxdWE2AP0uS0Wnk1FVlWUfvIUS8NO6Zx/a9B1wlmsjXMxEUCIIv1K/y6/GHh5BVXERW+qnCPcYnYTBpKMst5bMHaXBY4Op53Ny0O3ew9ixY6nZWYPiUTDGGDEnmxumBstbxNRg4YT8AaVRJtcVmceud9O2VHsNhowfhyRJwXO3Lc7BU+cnIt5Gu37amJHDmzeQuW0zsk7PqGl3NTpeEM40EZQIwq9kNFsYeqPWArL+m89xVlZgthvoNlKbVnl0a4lstRJ66SQAqr79VuvC8arU7NS6cBx9HCxK9+MLqKTJhaRIhWJqsHBcewtqsPvKSJMLUVSVtXUSplgTql/Fuc/JgG7d8G/aDICjfjE+AFetl+1LcgDoPzkVWZbweT0s/+AtAPpediUR8QnHPqAgnEEiKBGE06DzsFHEprXD63Lx0xcfA9BzbBJ6o0xJdg3Zu8uDx4ZeeSUANYsXc9mYMciy3KgLp9oDK7O0qcGjZTE1WDi+jZnlwfwk2woV1Hb1qeUP16G4FW7t0gXV58PYujXGtm2D521ZkI3PEyA6OYS0ntEAbPr+a6qKi7BHRDLgquvPfmWEi54ISgThNDh6ivDOpQspzkzHEmKk64gjrSUZwdYSc7duGNPSUN1uzJs3M2TIEGq216D6VcyJZoxxxmAXzigxNVg4gQ1Hd900kVp+QH26nJBxY4NdMc4qDzuX52r7L09DkiSqiovY8O2XAIy49Q6MZsvZrIYgAL8wKHnttddo3bo1ZrOZAQMGsGHDhuMe//LLL9OhQwcsFgtJSUk88MADuN3iTVa4sCR07EyHQcO0KcL1qwj3GpeMziBTlFFN7l4t86skScHWksr6LhylTqF2r/Yh4ujjCAYlA+W92HCJqcFCk1RVZd2h4mDStOVZAeydG/KT2IxG7AcOANrsryM2z8si4FOISwsluUsEACs+ege/z0tS527a61gQWsApByWff/45s2bN4qmnnmLLli306NGDCRMmUFzcdL/3p59+yiOPPMJTTz3F3r17eeedd/j888957LHHfnXhBeFcM/zm6egMBnL27OTQpnVYHUa6DtP65Y9uLQm9fDJIEq5Nm7li4ECARonUDpQpHCpXMEoBhsq7xNRgoUkZpU507grayXkArJeM6Gw6As4ArgwXt/XqjVpXhz4uDnPXrgBUl7nYvUo7fuAVWitJ5vYtHNywBkmWGT39bjG4VWgxpxyUvPjii8yYMYPp06fTuXNn3njjDaxWK++++26Tx69Zs4YhQ4Zw00030bp1a8aPH8+NN954wtYVQTgfOaJj6HuZNkV45Ufv4vf56DU+GZ1epuBwFXkHKgEwxMVhGzQIgJBNm+nZsyfVW6tRFRVrmhVDhIEf6xOpjZK3skpMDRaasPGoqcA7igIo7eqnAu/VUstfGqm1goSMGYMka2/3m+ZmogRUEjuGk9AhnIDfx9L3tcGtvSZOJiq59dmviCDUO6WgxOv1snnzZsaOHdtwAVlm7NixrF27tslzBg8ezObNm4NBSHp6OnPnzmXSpEm/otiCcO7qf+U12MLCqSwqYOv8H7CFmeg8pBUAm+ZkBI8LnXIlAFXffceUK68kUB2g7mAdACG9QxqNK6lxe9maU3lW6yGc+9YdLj1qPMlRU4F31aIDkou0FuwjXTeVRXXsW1sIaGNJALbM/Z6K/FysoWEMvvams1wDQWhMfyoHl5aWEggEiI1tvAZCbGws+/bta/Kcm266idLSUoYOHYqqqvj9fmbOnHnc7huPx4PH4wn+Xl2tNWv7fD58Pt+pFPm0OvLYLVmGM0nU7/SQdHoGXXszi99+lXVfzab9oGF0G5PA7tX55B2oJHtvKa3ahmIeMQLJZsOXm8vlbdvyFFC9uRpbBxuhfUNZuaycWq9KrLGKLlImS/a0oWdCyDlRx5Yi6tfY6v2F3FUflCzLV7BebQW0Qa7Do6ORa2uRw8Iw9OiOz+dj/Q+HURWV5K4RRCZZqSgqZO1XnwEw5PpbkQ3GM/63Fc/h+e1U63eqf4dTCkp+ieXLl/O3v/2N119/nQEDBnDo0CF+97vf8ec//5knnniiyXP+/ve/8/TTTx+zfeHChVit1jNd5BNatGhRSxfhjBL1+/VUVcUUHomnoowvXnqOmP5DscSbcOYYWfjxFqL7uwCI7dSJ0E2bcM2bT1xcHGWby2h1Uyus7a0ErDoWHfYzpZOB0fI2vtqUSiffwZN6fPEcnt9Opn5VXvC5XHQya7lGNphNhOslvMVefCU+pnRrBV4vFW3bsG/hQnw1MkWbrICEOzSHuXOzKPxpKT63G3NUDOk1LjLmzj3DNWsgnsPz28nWr66u7pSue0pBSVRUFDqdjqKiokbbi4qKiIuLa/KcJ554gltvvZU779SWve7WrRtOp5O77rqLP/7xj8jysT1Ijz76KLNmzQr+Xl1dTVJSEuPHj8fhcJxKkU8rn8/HokWLGDduHAaDocXKcaaI+p1eeW1a89VfHqfm8H4uu+NuTANimf3MJjxlenp3HEpcmgNXTAx5028nfO9ebr3+ep5/5RVcGS4sqRYcvRz8eLBWC0p0W/lX3VX0HTaGmJDm1yERz+H57VTqN2dnIf23aqv47ikJoLTV3htrdtUgAUMNBvB66XjbbfQZMYKFb+8BykjrFcXYG4aRt283hz49DJLElb97iJjUNme4dhrxHJ7fTrV+R3o6TtYpBSVGo5E+ffqwZMkSrqyf0qgoCkuWLOHee+9t8py6urpjAg+dTgcQnInwcyaTCZPp2Ddeg8FwTjzJ50o5zhRRv9OjdbeetB8whAPrf2L1J+9xzeN/oeOgOPb+VMC2hTlMvq8n+gEDMCQk4MvL47qkZJ5H68KxpFpw9HEw9+1KALpLh4miip/SK7iub9IJH1s8h+e3k6nf2kMlwanAK7IC2IZog1ydu510NZsxO53IViuOYcOoLPGSuaMMSYIBl7dBJ8us+PC/APQYO5GE9h3PbIWaIJ7D89vJ1u9U/wanPPtm1qxZvP3223zwwQfs3buXe+65B6fTyfTp2rLsU6dO5dFHHw0eP3nyZP7zn/8we/ZsMjIyWLRoEU888QSTJ08OBieCcKEafst0dHo92bu2k75lA30mpiDJEtm7yynOqkaSZUKvuAKA6N27iYuLo2pzFQC2LjaKAxKb8wPIEozUbRNTg4WgVfvyg4NcF5eBOd6MqqjU7q1lSnw8ALYRw5FNpuAU4NQe0US0srFt4VxKszMx20MYcv2tLVYHQfi5Uw5Krr/+el544QWefPJJevbsybZt25g/f35w8Gt2djYFBQXB4x9//HEefPBBHn/8cTp37swdd9zBhAkTePPNN09fLQThHBUaE0efS68EtORU9nAD7frGALBtkbY6a+iVWlBSt3YtN0+YiLfAizvPjayXCenReBaOmBosAFS5fNQ46+gsZQGwxa5lX3Wlu1DqFMaHaF05IWPH4vcG2L9em3HTZVg8dVWVrKlfCmHoDVOxhLRcl7gg/Nwvyuh67733kpWVhcfjYf369QwY0LC09fLly3n//feDv+v1ep566ikOHTqEy+UiOzub1157jbCwsF9bdkE4L/S/8jqsoWFUFOSzbcEceo1PBuDQ5mKqS10Yk5Ox9OkDqsrVUVEAjdbCOZKvZJi8gzq3W0wNFtiSVUFf3QFkSeVgWQD/kfwku2tpazQS4XYjGQzYR4zg0OZiPHV+HFFmkjpFsOqzD/DUOYlJbUO3MeNbuCaC0JhY+0YQzjCT1crQG6YCsPZ/n2F1KCR1jkBVtaXjoaG1JHr3bkJDQ4NBSUj3EDaXqhTVKjgkN/3k/WLVYIElO7KCXTfLswLYOzXkJxlj16aN2wYPRme3B7tuOg+NpzD9ALuWabMmRk+fiSyLLnTh3CKCEkE4C7qMHEN06zQ8dU7WfPlpsLVk70/5uGq9OCZORDKZ8GVkMGPkSNxZbrylXmSTjK2rnXmHtC6c0fJWlu0T40oudiv35gVXBp7v0qN36Am4AtSl13F5jNY9GDJuLGV5tRSmVyPLEh0GxLLknTcA6DJiDAkdOrVY+QWhOSIoEYSzQJZ1jJqqTYvfsWgeZms1UUl2/D6FXSvy0IWEEFKfKfnK0FCg8Vo4YtVg4Qi3L0B5nYeukpYdeIdDG0/i3OckXjKQqqogy9hHj2b3yvoBrj2jSN+ykqL0gxgtVobddFtLFV8QjksEJYJwliR16U67/oNRVYUVH71Dr3Faa8mOZbn4vYHgysFRe/dhN5kaxpX0dLAwM4AvoNJWLiBZKhKrBl/EtuVU0lt3GL2kkFGh4G9bP55kVy1jQ7RuHGufPqi20OAA13Z9w1j92QcADL72Zmxh4S1TeEE4ARGUCMJZNPxmbYpw1o6tSGQQEmnGXetj39oCbIMHoY+JQamu5r5Bg6g7VIevyofOpkNJtbEqOwBoXThiavDFa876fQ1TgXMDWNs1pJYfX59cMmTcOA5uKsLrDuCItlCwfxmummoiEpLoOeHSFiu7IJyICEoE4SwKi2vVMEX443foNlLLhLx1cQ6qJBN6+WQALrXZQIWaLTUAOPo2dOGMFlODL2or9+YFk6bNCxiRDTLeUi8hJQF6mrWunJBxY9m9Kh+Adn3sbJn3PQBDb7gVnf6Mry4iCL+YCEoE4SwbcNX12MMjqCoqxFW5HpNNT3WJi/StJcEunIiMTKIMhuC4kqNXDR4g78XvrhVTgy9CAUWlxKXQXToMwJ4wLQip3V3LaLsdGTB37Uql305xZjWyTqK6eDU+j5u4tu1p229QC5ZeEE5MBCWCcJYZzRaG33I7ABt/+B/t+2ljArYuzMLYpg3mrl0hEOC+nj1x7nMScAYwhBrICTdzuFzBJPkZKu8UU4MvQjuyy+hpyMIoBcipUgi0rZ8KvLuWsfVTgUPGjQu2kiR20LNnxQJAS5QmSVLLFFwQTpIISgShBXQcMoKEjp3xezxU5C5EZ5Apzqoh/0BlsLVkgtGEGlCp3nZUIrWDWiK1UfI2MTX4IvS/FduC40nmFKqYk7TU8vJeFwNtWnBrHjGGAxu0Aa6+ujUE/H6Su3YnpVvPliq2IJw0EZQIQguQJInR02ciSTKHNv5EQjsnAFsXZeO4dBIYDDhKS2lnPGoWTl8HPx6oH1ei28qegioxNfgis3pffkN+EtkMgDvLzVAsGCQJY5s2ZJWY8bkD2EKdZG77CYChN0xrsTILwqkQQYkgtJCY1ml0HzsRgJKMOagoZO0qo6rOQMjIEQDc1a4dtbtqUTwKxigj61UDtV6VWKmSLlKmmBp8EVFVlSKPTM/68SQHIhrGk4ypnwp89ABXmQ2oqkKbvgNp1a5DyxRaEE6RCEoEoQUNuf4WzPYQKvKzCY/WPmy2LcoOduGM0euRvSo1O7RZOJZeDhanN8zCEVODLx47M4vobirEJPnIr1FR6vOT+HY6GWbTghJP95GUZNeAWkxJ5laQJIZef0tLFlsQTokISgShBVlCHMGl48tzlqAqdRzYUARd+6MLD8fsdjPEZvvZAn1HunC2sWJ/kZgafJH4bPGG4HiS/5XLGMIMKB6FngUSVllG36oVh/JNAOh1GwDoNHQkUcmtW6rIgnDKRFAiCC2s+9gJRLdOw+uqw2jciKKo7FhViOOyywC4JSGBmu01KH4Fc4KZBdXav20P6TAmb4WYGnyRWL2voCFpml4LPpz7nIy1aq0klrETObCxGMWXQ23ZAWSdjsHX3txi5RWEX0IEJYLQwmRZx+jpdwNQU7IFxV/E7tX5mC/REqkN0umxe8C5WxsM6+nkYEtBAFlSGSlvF1ODLxJFHj195IMApEdrWVxdu2oZZdeCkuKkIfjcftTAWgC6jZlIWGxcyxRWEH4hEZQIwjkgsWMXOg4ZAaio/hV4XX4OF4dgatcOnaIwMcTRqAsnuECfbiuLdxe0YMmFs2HrvnS6hlRjkbzkuVTUVC0o6bjfT6hOB2FhHMw2oPgy8Lly0RtNDLzq+hYutSCcOhGUCMI5Yvgt0zGYzPhcuSjevexYlov98isBuDYqiuqt1aiKiiXVwvf1jSPD5R0cLharBl/oPlm4PjgV+NNqA7JRxlfhY4RbmxasjJxCSU4NAbc2BbjXJZOxh0e0WHkF4ZcSQYkgnCNCIqIYePUNAPg9q3BW1lCUNARkmS56PYlumboDdQBkJNgpdio4JBd95QNiavAF7qf9DeNJlhu1QMS5q2EqcF5kPxTffpRACSarjX6XX91iZRWEX0MEJYJwDuk96QrCW8WjBpz4XevYua4C69AhAFwRGkrVpipA68KZd9QCfYt357dYmYUzS1VVCr1G+sgHAMiO1fKTpGz3EKM34LWFkZ6t4HdprSR9J1+FpT7lvCCcb0RQIgjnEL3BwMhpMwAIeLZSlpdL7cCrALgyLJza+lWDre2sfJenAvWrBh8QqwZfqNZt2UG3SD92yU26V4YELSgZUqgDoHLQ9Xhqd6IqVVhDw+g96fKWLK4g/CoiKBGEc0xar36k9e4HKPjrlrG3JBI5JIQ4nY5ebgN16XVIssT6MCu+gEpbOZ8opVhMDb5AfbZwHQN1+wD4xGUAwJXlYrTBhgrkmjvhd2kzbgZMuQ6j2dJSRRWEX00EJYJwDho5bQayXo/izyJ//1Z8Y7WZFFc4QoOzcAw9HKzODgAwWt7Gkj2FLVZe4cz56WARA2QtKFlt1saTxGx2kWw0UhmaRmnpdlCd2COj6T72kpYsqiD8aiIoEYRzUHhcPH0vmwKA37WCwyG9ARgfEoJvk9aFY+9k59ssrctmjLyFOVsyWqawwhnj9Xop9pvpJ+9DBfLjtKnAAw5qXXe5nSfid2vZW4dcexN6g6GliioIp4UISgThHDVgynVYQyNQlSoyD6zF16YnVllmpMuEO9eNpJdYZNKa6gfIeymrdVNc42nhUgun04rVa+geZ8Qhudih6iHMgOJTGOEy4dNbKFQrQXXjiI6n8/DRLV1cQfjVRFAiCOcoo9nCyGl3AOB3bSCzi9Y0f3QXTm17O4fLFUySnyHyLpHd9QLz5ZINDDRoWVw/9xgBcGxx0cFkJieuDz7XFgCG3zwVWadrsXIKwukighJBOId1HDyc6NYdAD/pBdvwGkIYaLNh26KlnA/pFsK39asGj5K38u36gy1YWuF0W3uomP7140nWWbXxJH23+VGBjNgwwEdIdDLtBw5psTIKwukkghJBOIdJksTEe34LSAS8BzjUeyIA42vMeIu9yCaZ79A+rEbrtrGtoI6A2oIFFk6byspKStQQ+sv78AEl9eNJhpToKA5Pw+PX8paMmjodSZJasKSCcPqIoEQQznExrdNI7T0KgGxfFl6diStCQ6nepHXhZCXacXpV4qQK2sv5ZFa3ZGmF02XpsuV0SwohXKplnd4EJpmQAj89dGb2J8QCAWwRabTt17eliyoIp40ISgThPDDxnjuRZAtKoIzdbXrQ2mgkZYu23o2tRwjzMhq6cNZliajkQvDNsg0MMmcC8LVPG0/S4yc3ldYQanXasgJDrr9VtJIIFxQRlAjCecDqcNBpuDZFuNBag1uvZ2KNCV+lD51VFxwEOVq3lX1lvpYsqnCarDlYHFzvZpNd66IbmCmxO7k1oGIOaUfXEaKVRLiwiKBEEM4TY26/Bp0hBlX1sj21PRNDHLg2aq0i26JsAPSUDqPXaeulCOev7Oxsqk1R9Jf3USVLVEaZsblU0nR2qkzaooy9L7letJIIFxwRlAjCecJoMtJtzM0AlFk9qHYrvTZrrSL6bg42FyrIkspI037W7RSzcM5nS5cuo0tKJNFSNauNFpAlum/0ciApGQC9uRN9JolWEuHCI4ISQTiPDLluOHpzJwB2pCQxodaMv9aP3qHngyotT8UI3Q4+m7+qJYsp/EpzVqxniF1b+fl7Reua63XISKUVQKb9oMsxWvQtV0BBOENEUCII5xGzzUC30dcDBmpNKmkJceg31AKwPkzrwukuHeanXZktV0jhV1EUhfUZZQyQ96IC2xwWTB4VvSMeAJ2xK30u6dGyhRSEM0QEJYJwnul7WRf01oEA7E+IYdhWbfxIdXs7KpAqF+H0BSgqKmrBUgq/VHZ2Nr7QJAbIe8nR66kLMTB4p4lqqxHQEZ02kpgUR0sXUxDOCBGUCMJ5xhFpoeOQiUhyGD69RO+wRAIuP/oII0v82iyNPvE6vv/++xYuqfBLbN++nY4pscRKlawymUGF1vnhAOhMPek5tksLl1AQzhwRlAjCeajPxDT0Vi2hWnVcJGmrAwB8LZsA6BFSxf++m9Ni5RN+ua17DzMkohyAebKZtDwLqt4MGNGbe9OuX2zLFlAQziARlAjCeSgqMYTWPfogG9JQJYlhFa1AhS2RFlSgm5zBmj1Z1NXVtXRRhVPg8XhIr5UZIO/FD+y1m+i/V2sl0Zv7ENMpHKNZDHAVLly/KCh57bXXaN26NWazmQEDBrBhw4Zmjx05ciSSJB1zu/TSS39xoQVBgF7jk9FbRgAyensIybkmnGFG0g16ukiZSBHJx/3fFM4969evRxfbnv7yPnaZjKSUhGL2GUAyozP3YcSU7i1dREE4o045KPn888+ZNWsWTz31FFu2bKFHjx5MmDCB4uKml0z/+uuvKSgoCN527dqFTqfj2muv/dWFF4SLWWKHcGJSktCZtXwVg3dGoAtILLJZaSMXENEqgdWrV7dwKYVTsXjxYtq2jidRKmW10ULPg6EA6M0D8HrLiG0d1rIFFIQz7JSDkhdffJEZM2Ywffp0OnfuzBtvvIHVauXdd99t8viIiAji4uKCt0WLFmG1WkVQIgi/kiRJ9J6Qgt7cH0myYcZIlwwHy4wWAHrHG0VQcp5ZvOInhsZoU7z3FMdhc+uRsKIz9cCSJrL0Che+UwpKvF4vmzdvZuzYsQ0XkGXGjh3L2rVrT+oa77zzDjfccAM2m+3USioIwjHa9I7GbNWjt44AoPshBzlY8EjQK8LNmnXrCQQCLVxK4WRUVlayp9jFQHk/5YqehLxIAHTWIeD3Murq/i1cQkE4805pxFRpaSmBQIDY2Majv2NjY9m3b98Jz9+wYQO7du3inXfeOe5xHo8Hj8cT/L26Wlvfw+fz4fO13GJjRx67JctwJon6nZ96XdKGtV9J6KVNoBTTZ38Eu+IK6ObPwm0MY8uWLfTs2bOli3laXKjPIcCiRYswJnRmgLyGedXJmH06dKoFnbELhbkrSGs7/oKo94X8HIKoX3PHn6yzOoz7nXfeoVu3bvTvf/yI/+9//ztPP/30MdsXLlyI1Wo9U8U7aYsWLWrpIpxRon7nF8UPql9Gtk+A6o9oXWhjQ3gk46UMjDFpvPXWW1x22WUtXczT6kJ7DgHee+89Wif3IFopp6C4LRIgW0ciSTKH1MPMmzevpYt4Wl2Iz+HRRP00pzoD8JSCkqioKHQ63TGZIouKioiLizvuuU6nk9mzZ/PMM8+c8HEeffRRZs2aFfy9urqapKQkxo8fj8PRcpkMfT4fixYtYty4cRgMhhYrx5ki6nf+em31hxhcqVjkNrjUw1RkJZKctImI+IFUVlYyadKkli7iaXEhP4e//8NDXNK1ExvKkpACOlTZiGzqiFpxiMk3Xyqew/OEqF9jR3o6TtYpBSVGo5E+ffqwZMkSrrzySkBbp2HJkiXce++9xz33yy+/xOPxcMstt5zwcUwmEyaT6ZjtBoPhnHiSz5VynCmifuefHpPaseeLOhTHBNSq1zHVmdha0YreiRbWLFiEXq+/oJa5v9Cew+zsbLLKXfSTDrO1QlvjxmIYCpLEzv3z+MuEty+o+sKF9xz+nKhfw3Gn4pRn38yaNYu3336bDz74gL1793LPPffgdDqZPn06AFOnTuXRRx895rx33nmHK6+8ksjIyFN9SEEQTmDQsP5kZSxFks2ESJ0BWFOaQu8wF/n5+WRmZrZsAYXjWrx4McZW7TCWV6CoMrVWCdXSA52vjr26PKKiolq6iIJwVpzymJLrr7+ekpISnnzySQoLC+nZsyfz588PDn7Nzs5GlhvHOvv372f16tUsXLjw9JRaEIRGzGYz+/x7SWEiPsc4anw7CanTEVtdgi4kitWrV5OamtrSxRSasXjxYnqmtCK3uhIAm643kiSh5v3EgDEjW7RsgnA2/aKMrvfeey9ZWVl4PB7Wr1/PgAEDgvuWL1/O+++/3+j4Dh06oKoq48aN+1WFFQSheZ0GdEYq3oEk67DKnVBRqa2RaJfWgVWrVrV08YRmKIrCiqVLuSREy0+SGe/GohsKwIa9c8T7pnBREWvfCMIFYtiwYezYq60MbJdHk5PgBOCKtHB+EknUzll79uyhb3wUZsWP2eDBb+sKkg5H1WEWlh5m6NChLV1EQThrRFAiCBeIwYMH8/XBVVjqilF1Vpz2thh1PqINKuE+F6WlpS1dRKEJS7//lqFtUwCQ0vLoUDoEAF/mUjoMGIDFYmnJ4gnCWSWCEkG4QERERBDdoT1S5mIAOpeMJCSxAICJXduzcumSliye0AS/z0fVtvXIkkQ7RxkH7e0xEIne52TVoWWMHj26pYsoCGeVCEoE4QIyZMgQ1u9fgC7gwaTGkx2egNGkYjEa2D3/+5YunvAz676ejVVScasSw1odxFqiBSFxRetZVFXOyJEjW7aAgnCWiaBEEC4gQ4YMYVFlMXGF6wAIVIyjX2w+AFZnFfkHTrwchHB2lGRlsOHbLwFwhoWwxZBKfE1XUBU86Yso1+vp169fC5dSEM4uEZQIwgVkyJAhpHu9SFlaF050dXeiLXXsrNFWmF38zusoiligr6UpgQAL3ngFVVHYmV9Mtxgnu2uuBCCmZCvLiw8zePDgJpNICsKFTAQlgnABSU5OJjIyktWFBwkv34uEzDrPJCpsNlxeHyWZ6excIvIFtbTNc76lKP0QfhXm5HvpqFYgV2upFVKyF7KgpkZ03QgXJRGUCMIFRJIkOnfuzJLaWpLylgNQUTOKbrEGFuw+AMDq2R/iqjm19SiE06c8P481X3wCwIJ9hzHHpVDsGoiETET5HvIqDpPu9YqgRLgoiaBEEC4wnTp1YrvLhVS+A7OrFEmx096UyJr0XGoCKu7aGlbP/rCli3lRUhWFRW/9G7/PS2RaO5bt3MewtBgOu7QBrilZC5hbWYXFYhHjSYSLkghKBOEC07lzZxRghbOWxLwVAAQ8XdGFJ/C/jTsA2LFkAUXph1qwlBenHUvmk7t3FwaTmZrIVgD0D+uIqhpxVKcTVnWIudU1DBo0SIwnES5KIigRhAtMUlISoaGhLC6vplXhWqSAhzp/Aj06DGN3di5xXXqAqrLk3f+gKkpLF/eiUV1awspP3gNg6I1TWbFuA9bQeEz+TgCkZC1kl+Qh3+9j+PDhLVlUQWgxIigRhAuMTqdj0KBBrK1z4lfqaFW0AYDxbbR05eW2cAxmCwUH97N7hUiodjaoqsrit1/F63IR374T3cddwooVKxjV9yYU1YzeU0BU2S7mlFYBMGLEiBYusSC0DBGUCMIFaPDgwXhUlQ16T7ALp5WlDeH2GFZv2Miga24EYOWn7+N21rZkUS8K+1YvJ2PbZnR6PePv/j/27dtPVUU1I1O1FpF26QtRUZhXUY3RaKRv374tXGJBaBkiKBGEC9CRRdwWV1RjdxZgce5HQmZY58msXr2aXhMnE5GQhKu6KjgTRDgz6qoqWfrB2wAMuuYmIhOTWL58OQM7TMSisyGppcQWb2K7xU9JwE+HDh3EeBLhoiWCEkG4APXt2xej0ciSgioUCdpmLAdgcKfLKCkqJSc3l9G33Q3AtgVzKMnKaMHSXtiWvvcm7ppqolNS6Tv5KgBWLF/BmB7XARBZuBRZVZjr1KZpd+3atcXKKggtTQQlgnABMpvN9O3bl8pAgD1hAaJKd6JTS7GbHfRpO4rVq1eT0r0n7QcMQVUVlrz7BqqqtnSxLziHNq5j/9pVSLLMhJm/Q6fXoygKZel+ohyt0Ek1dDm4Br8MczLLARGUCBc3EZQIwgXqSBfOUrUOCZXwspUAjOg6hdWrV2v3p96B3mQib99u9q1e3lJFvSC5nbUsfud1APpNvorYtLYA7N69m0FtLgUgzL0IneJjW2SASl8As9lM+/btW6zMgtDSRFAiCBeoI0HJokJtRkf7/WtRVR9JUe04tD0PAEdUDAOnXA/Aio//v737jo+juho+/ptt2l1Vq8u9yR13I3cbcAHTAwktGAw4AewnJH5CeJw3oaWYEAKk0AIYUww2vboXuVfJcu+9qfey/b5/jLS2kGSrN58vn/0gzc7M3mPtrI7mnnvvXJzFxU3T2FZo7UdzKcrJpk1cO4aXFhYDrPkuibYRXfH4nMQd2gDAEm8RACNGjMBsNjdJe4VoDiQpEaKVGjVqFABHTxVyKhKs7mKs3h0AdAoeRGZmJgBDbrqdsNg4inJz2PzlgiZrb2tycncKu1fpawxN+uX/YLbohatKKfKPWgAw+ZKJznLgMsLSk3rXjcxPIq50kpQI0UqFh4fTt29fUJASo68M3DZdXz14YJexrF25CQCT2ewvek1e9A1ZZ041TYNbCbfDwfL//huAgZNvpH3vCzUiZw/lEGqOxe1x0TlvCQA7O0PWOQcg85MIIUmJEK1YWRfOakcBAO2Pn+FE1iGMBiMHNqT69+syaCjdhibg83pZ9d5bUvRaBxs+/ZC89DSCI6MYc88D5Z5b+8U+ALad2kDMiQwA1gfrCYnVapX1bsQVT5ISIVqxsqRk3ZF8soLB7NYwFugzvAYUxeBxe/37XvPAdIxmM6f27OTQ5g1N0t6W7tyhAyQt+haAidNnYrHZ/c9lnC4g55QLn8+LoTiJwAINhxm+P5ML6BPeyfwk4konSYkQrVhZUlJyvISk7hoAg527yC5Iw2oOYt/GM/59Q6NjufrWOwFI/PAd3A5H4ze4BfO43Sx761+gFH3GXkuXgUPKPZ+89KT+/6OJ3GDS75Jsi9fI2KfPqDt+/PhGba8QzZEkJUK0Yp06daJ9+/Yot+JgnN4l0y2nmPX7vgNg29Kj5bpqht16JyFRMRRmZbLl60+bpM0t1ZavPiXrzCnsoWGMn/pIuedy04s5mpQOwIqUBfTM00fbpHQFT44HkKRECJCkRIhWTdM0/92SA04nxQFgdyhyTqzG7XHhyIa04/n+/c2WAK55YDoA27/7kpzzZ5uk3S1NxsnjbC1N4q576FFswSHlnt+x/BRKwZ6Tm4l1ZmAvURRaYZ+rBNDrSa6++upGb7cQzY0kJUK0cmVJyYnkLHZ01btwrgmxsf2IvkLwrtVnyu3fbWgCnQcOwevxsGref6Xo9TJ8Xi9L3/wXPq+X7sNGEJ8wqtzzRblODmw6D8CylE/4SWwcAFt6ahzbrg8FlnoSIXSSlAjRypUlJSd3FbI9Xt82OdjKmj1fA3A0KZ2iXKd/f03TuPbBX2A0mTiRksTR7Vsau8ktStKib0g7dpiAwECue/gxNE0r9/zOlafxeRS57vOcSt3DxAAjAJt6a5xNkXoSIS4mSYkQrVy/fv0IDQ3FV+zjfFsNjwHiPApj/kmOnN+Nz6fYs658N02buHYMuel2AFa//zZul7OyU1/xcs6fZePCjwAYf/8jBLUJL/e8o8jNnrX6v+0PW99nuD2QQK8i1w454eAr8enHSlIiBCBJiRCtntFoZOTIkQCY82FvR/0v+euCglmz5ysA9q47h9fjK3fc8NvvIigikvyMNLZ980XjNroFUD4fy/77bzxuFx2vGkjf8RMq7LNnzRncTi+BEUY27VnODSF6rcnmXhqmM/pwbKknEeICSUqEuAKUdeEUHnKwrUdpXUlQEDtPrMfpK6Qk38WR0tEhZcxWK+Pv10eRbPvmc/LSUxEX7Fq5lDP79mAKCGDSL2ZW6LZxu7zsXKXX6xTaTmLRNCYEBwOwoY+Bs9uknkSIH5OkRIgrQFlScnBDKtvj9V+eg2w22miw+ZA+3fnuxDMVjusxfBQd+/XH43ax+v13Gq/BzVx+ZgZr588FYMw9DxAaHVthn/0bzuEodBMSaWVNyneMCQwk2GAgMwROtfWxe6O+9pB03QhxgSQlQlwBhg0bhtls5sSJYqw2H0djwaBpjAsKYvGWTzAY9aHBFw8PhtKi12mPYjAaObp9Mxs+/eiKH42jlGLlu6/jKikhrkcvBk6+scI+Xq+PHcv1NYQGTuhA4ppEppQOE97YW6NbsYbbpf87SlIixAWSlAhxBbDZbP51VdoXGNjWQ7/0rw0KotCRizG8GIBdiacrHBvRviNj75sGwOYvFpD4wTtXbGLidjlZ9O+XOJa8DaPJxORfPoHBYKyw3+FtaRRmO7GFWFBhuRRnZTE+KAiADb0N2M/r//5STyJEeZKUCHGFKOvCMaca2FbahTPSHohN09iXvh6AI9vTKcqrONJmyI23ce1DjwL6SsLL3vo3Pp+3wn6tWWFONp8+N5sDG9ZgMBqZ+Iv/IaJ9hwr7KZ8ieYk+pfzA6zqwdv0axgcFYTMYSG0Dx2MhY7c+aZrUkwhRniQlQlwhypKSjP1OTkdBeihYDQZGBgayfP13xHQJwedV7Ft/rtLjB02+iesf/w2aZmDP6mUs+tdLeD2exgyhyaQdO8L83/+G1COHsAYFc8fv/0TfcddVuu/xXZnkpBZjsZnoN7YdiYkXum429NYI9/nYtl4fJixdN0KUJ0mJEFeIsmHBKdvTCPf52Fo6CufaoGD27dtH12FhAOxZe7bC8OAyfcddx02//h0Go4mDm9bx7T/+gsflapT2N5VDm9ez4JmnKMzOIrxdB+79yz/o2K9/pfsqpUgqvUvSb1w7zFYjSWvXMqas66aPgX7FPlJz9MUOJSkRojxJSoS4QkRERNC3b1+Onc/jqhKPv67kmqAgjMDp/H3YQywU57k4tiOjyvP0GD6a2578AyazhWPJ2/jqb8/icpQ0UhSNRynFps8/4btXXsDjctJl4BDu/fNLtIltW+UxZw/lkn4iH6PZwIBrO7Bv3z4GO12YNY2z4RpnojRCs/TuGqknEaIiSUqEuIKUdeFE5gdwsD0UBkCY0cggm40NG9fTd2w7oOJ6OD/WZdBQfvL75zBbbZzas4vP//wHHIWFDd7+xuJ2Ovj+ny+y8bP5gF5Tc9tTTxNgD7zkcclLTgDQZ2Qc9hALiYmJ/gnT1vXT70zlHdb3lXoSISqSpESIK0hZUuI5b8Zn0EjufqELZ/369fQd0xaDUSP1WB7pJ/MvdSo69LmKn/7xz1gDgzh/+CCfPj+b4rzchg6hwRVkZ7Lw2f/j0KZ1GIwmJv3yV4yf+kilo2wuln4yn9P7c9AMGgMndgRg24oVDLfbAdjQR6OD282OnbmAdN0IUZlaJSWvvfYanTt3xmq1kpCQwNatWy+5f25uLjNmzCAuLo6AgAB69OjBokWLatVgIUTtlSUlxw96CPT52NKzbMr5ILZv347B4qP7kGgAdl/mbglAXPee/OzZF7CHhpFx8jgLnv0/CrIyGy6ABpZ65BDzfz+LtGNHsAWH8NM//Jmrrp1UrWOTl+q1JPHDogmJtKGUwrxtO0ZN40iwj7Q2GsNKXGw/oBcSS1IiREU1TkoWLlzIrFmzeOaZZ0hOTmbAgAFMnjyZ9PT0Svd3uVxMnDiREydO8Pnnn3Pw4EHefvtt2rVrV+fGCyFqplOnTrRr145th7IY6HCyq4uGU1N0sFjorBnYunUrV13THoBD29Mozr98EWtUx87c/dzfCI6IIufcGRY88xS5qecbOpR6d2DDGhY++38U5WQT0b4j9/31Zdr36VetY3PTijlaWoczeFInAPbt28dYg/4Ru/Uq/S5LdJ4dt8cj9SRCVMFU0wNefvllpk+fzrRp+mRKb775Jj/88ANz587l//7v/yrsP3fuXLKzs9m4cSNmsxmAzp07163VlfB6vbjd7no/78XcbjcmkwmHw4HX2/rmaKhtfEajEZPJVGHtD9H8aJrGmDFjWLDwU2Y6OrMhXGN3DAxN1SdSW79+PeP+3ziiOwWTfrKAfevPMXRK58uet01cO+5+/m989qf/R27qeRY8+xQ//cOfiWjfseGDqiPl87Hxs/ls/nIhAF0HD2PK/zxJQGm3S3UkLzsJCjr3jySinT7SZtP33zPKbsenFGsGG9GUouiMfk6pJxGicjVKSlwuF0lJScyePdu/zWAwMGHCBDZt2lTpMd9++y0jRoxgxowZfPPNN0RFRXHvvffy1FNPYTRW3kfrdDpxOi9M4JSfr/dtu93uShOPoqIizp8/3+CzTCqliI2N5dSpU63yF3Bd4rPZbMTExPgTz+ao7L3T0MlrU6pOjCNGjGDBggUE5gVBuI/kfgaGpiquCw7i3XXrcLvd9B3XlvQPDrJn7RmuujYOg/HyN1VtoW244w9/4esXniXrzCkWPPMUtz31DNFdujVqfDU6n8PBsrf+xdFt+ufX4BtvY+RdP8dgMFb7NQpznBzcrC9WOGBCO/9x+YsWA7DT7CIn2Ewfp5Mdx/TrY8yYMZWeX96jLZ/EV/n+1VWjpCQzMxOv10tMTEy57TExMRw4cKDSY44dO8aqVau47777WLRoEUeOHOHxxx/H7XbzzDPPVHrMnDlzeO655ypsX7ZsGfYf/fWiaRoxMTGEh4cTEhLSKpOF5s7j8ZCdnc2uXbtIS0tr6uZc1vLly5u6CQ3uUjH6fPocJHnn7Jg7F7Ctj4FHlnvoZ7VxcONGvvvuOwwYMVgCKcp18eW8Fdjjqj9JWkjCOAqLl+DIzuDT52cTN+56bJUsWFcX9fEzdBcVkrp2Gc6cLDAYiL56DPmhUSxZsrRG58ndH4DPa8HSxkPS/vWwX0/wO50+DRYLG7rofywNL3Hw8v4iACwWyyXr6q7092hrIPHpiouLa3TeGnff1JTP5yM6Opr//ve/GI1GhgwZwtmzZ/n73/9eZVIye/ZsZs2a5f8+Pz+fDh06MGnSJEJKh9eVcTqdnDp1irZt22Kz2Ro0FqUUBQUFBAcHt8rkpy7xhYSEcOrUKfr169dsb0u73W6WL1/OxIkTm/UdnbqoToxer5dnnnmGlLNe+jpdpAQGsMfspr/HwnCjkQ4dOjBw4EC2G06QvOQ0loIYpjw8oEbtcE6+nu9e/gvnDuwjbe1SbvrNbDpeNbBR4quO1COH+P6VOTjzcrGFhHLjr5+ibY/eNT6Po8jNxyu3Aj6uu3sAHfqEA7B35UoCLBY8SrFrjP651K3Ywpkzx7BarfzqV7+q9DqR92jLJ/GVV9bTUV01SkoiIyMxGo0V/hpOS0sjNrbyv4Ti4uIwm83lump69+5NamoqLpcLi8VS4ZiAgIBKL1iz2VzhH8Hr9aJpGkajEYOhYUc4l/2FqWlag79WU6hLfGU1JSaTqdlfiJW9j1qbS8VoNpsZOXIk248dYbrDSYo1gC3tffQ/odeVbNmyhWHDhtF/fEdSlp0h9Wg+uakOojoEV//1Q0O58/fP8+3LcziRksR3//gLN/76KeKHjWjw+C5n/7rVLH3rX3jdbqI6dua23z1NSFR0rc61Y/0ZPC4fkR2C6NI/2p/Mn1mwkG7AVm8JuTEhWHwKR2YEcJSRI0cSVDrDa1Wu9PdoayDxXdivJmr0m8disTBkyBBWrlzp3+bz+Vi5ciUjRlT+YTNq1CiOHDni/4UHcOjQIeLi4ipNSIQQDW/MmDEcOHqGXqUTse65Wv8jIMEeyLY1awAIDAug2+AooHrDg3/MHGDl1t/+gfiEkXg9Hr57eQ77162unwBqQfl8rPvkfRb95x943W66DxvO3X/6e60TErfTy67V+qrKgyd3Knd3MWjHDgBWR+ndXoOcTpLO6593MhRYiKrV+M/9WbNm8fbbb/P++++zf/9+HnvsMYqKivyjcaZOnVquEPaxxx4jOzubJ554gkOHDvHDDz/w17/+lRkzZtRfFEKIGhk9ejTK7cBUEIGmFOe7mTnm0adD92zd6i8av+oafRXcQ9vScBTWvHDPZDZz0xNP0XfcdSifj0WvvczO5YvrNZbqcDlK+OYff2Xr158BcPVtP+WWWb/HYq19l+++9edwFnkIjbLRbfCFxMZx8BAxTicun4/kgfrN6OElDjYe12e8laREiKrVOCm56667eOmll3j66acZOHAgKSkpLFmyxF/8eurUKc6fvzBHQYcOHVi6dCnbtm2jf//+/OpXv+KJJ56odPjwlSYjI4PHHnuMjh07EhAQQGxsLJMnT2bDhg3+fXbs2MFPf/pTYmJisFqtxMfHM336dA4dOlThfJMnT8ZoNLJt27YKzz344INomoamaZjNZmJiYpg4cSJz584tdxeruucTLduwYcMwm80czA4m3qUnG+vs+oi3QW4PJ0/qE4HFdg0hqmMwXrePfRsqXz34cgxGI5MffYKBk28EpVjxzmts++7L+gmkGvIz0lnwxyc5un0zRrOZKTP/lzH3PIBWhy5Yr8dHyopTAAya1BGD4cJdkmMffADAuuIiDAP0aekHF3vYvv+0zE8ixGXU6qqcOXMmJ0+exOl0smXLFhISEvzPJSYmMm/evHL7jxgxgs2bN+NwODh69Ci///3vqxwOfCW544472LFjB++//z6HDh3i22+/Zfz48WRlZQHw/fffM3z4cJxOJ/Pnz2f//v189NFHhIaG8sc//rHcuU6dOsXGjRuZOXMmc+fOrfT1rr/+es6fP8+JEydYvHgx11xzDU888QQ33XQTnh8tQV+d84mWy2azMXToUJJTFYNLh99v7aI/NzYwkPWJiYBeX3TVeH0ytd2JZ/B5K09gL0czGLh22qNcfeudAKz9aC4bPp3f4MP4zx7Yx0e//w0Zp05gDw3jZ0/PofeYa+p83kNbUynMcWIPtdBreJx/u1KKkhUrAFhhdaDZjIR4vbiKY3DkZcn8JEJcRoOPvmlMwcHBuJrBMuoWi4WCgoJL7pObm8u6detITExk3LhxgD7bZtlfUcXFxUybNo0pU6bw1Vdf+Y/r0qULCQkJ5Obmljvfe++9x0033cRjjz3G8OHDefnllyuMRiq7GwPQrl07Bg8ezPDhw7nuuuuYN28eDz30UI3OJ1q2MWPG8MPSxfzM4WRBSDBnBlvJ2OshymTi5A8/wIMPAvq06Zu+OkJhjpOkJScZdmOXWr2epmmMufdBLDY76xd8wOYvPsFVUsz4qY/UeLSXUgq3w0FJYT4lBQU4CgpKv86/8HV+Poe3bMDr8RDduRu3PvkHQiKjatX2cq/tUyQv1e+SDLyuI0bzhb/tHHv2Ys/Lo9jnI7mXgVAgweEkKVe/kyxdN0JcWqtKSlwuV7NISqojKCiIoKAgvv76a4YPH17hr6elS5eSmZnJ7373u0qPDwsL83+tlOK9997jtddeo1evXnTv3p3PP/+c+++//7LtuPbaaxkwYABffvmlPympy/lEyzF69Ghefv1t4kusAAR0tLK6JIufBYdh37PHv5/JbGTUnfGseG8f274/Ttv4MNr1aFPr1024/WeYrTZWz3uL5EXf4HaUMObeB3EUFugJRmGBnlyU/v9CoqF/n5ORweufzcNbzUmZ4hNGcsPjszBbrbVu88W2/nCc3LRiAuwm+o5tW+65/EU/ALC6sBBjP73rZniJg+/O6neEJCkR4tJaVVLSkphMJubNm8f06dN58803GTx4MOPGjePuu++mf//+HD6sr2/eq1evy55rxYoVFBcXM3nyZAB+/vOf8+6771Y7iejVqxe7du2qt/OJlmHkyJF4CnNIcw6hvbuQM2YzG9t4+JkHBrrcZGZmEhkZCUDPhFjOHMjmwKZUlr+7l7v+cDW24NqPnht8w81YrFaWvfVvdq9axu5Vy2p1HqPJhDU4BFtQMNbgYGxBIdiCQ0q/DiYsrh3dBg+rU/3IxY4mp7P9hxMAjLozHov1wkeo8vnI+vY7NGBxSQGB3fUi4eElDp46nCP1JEJUgyQlTeiOO+7gxhtvZN26dWzevJnFixfz4osv8s4779Sor33u3LncddddmEz6j/Oee+7hySef5OjRo3TrdvkpvpVS5W6fv/fee3U6n2gZIiIi6NOnDyn5oQx2ZHHGbGZfDwPFe3zEms0kf/opkx5/3L//2Lt7knY8n5zUYlbM289NM/qjGWo/iWC/ayZittpY9ta/cJUUY7HZsAaFYAsOxhoUjC24NMEICta3BYdgttlJ2rmTCZNvIDg8HHOAtdEmMsw8U8CKefsAGHBtB3qPjCv3fElyMlpWFvleLzvaKdqZDcR5PGjuME4dO8Z4qScR4rIkKWliVquViRMnMnHiRP74xz/yyCOP8Mwzz/Dqq68CcODAgSrngAHIzs7mq6++wu1288Ybb/i3e71e5s6dy1/+8pfLtmH//v106aLXCeTk5PD111/X6Xyi5Rg9ejTJaceY0snJt8FBmHsFsm5LIZODQ8hasgQuSkrMAUYmT+/HZy9s59TeLFJWnGbQpLotuNdzxGi6D9ML5Y2my0+y5Ha72Xv6HCFR0Y06MVVJgYtFr+/G4/LRoXcbRt5RMTnPL502fmVhAZYhF7pukh0d8TmOSdeNENXQ+qYlbeH69OlDUVERkyZNIjIykhdffLHS/coKXefPn0/79u3ZuXMnKSkp/sc//vEP5s2bd9nVfletWsXu3bu54447APjss8/qdD7RsowZM4ZtJwoY7NBH4Ni62lhVrK/PEnn0aIX9I9oFMfqn8QBs/vooqcfz6twGo8lcrYSkqXg9Ppb8dw8F2Q5Co2xMeqRfhQUKlcdDfumaOYvyCwjqo8/YOrzEwdZMfb0uSUqEuLxWdaekucwQW512ZGVl8dOf/pSHHnqI/v37ExwczPbt23nxxRe59dZbCQwM5J133uGnP/0pt9xyC7/61a/o3r07mZmZfPrpp5w6dYoFCxbw7rvvcuedd9KvX79y5+/QoQOzZ89myZIl3HjjjYC+TlBqaiper5e0tDSWLFnCnDlzuOmmm5g6dSoAH374IXfccUe1zidavtGjR/Pwr2cT7jYT7vWSbTayLcqLRynae33kHz5MSHx8uWP6jmnL2YM5HElKZ9k7e7nr/w0jwN58k4q6WvfpYc4dzsVsNTLl8f5YAyvGWrRlC97sbLI9HrYbHcR30keqXV3i4O8nnVJPIkQ1tao7JQUFBTidzgZ7lJSUkJaWRklJySX3u9xwYNBH3yQkJPDKK68wduxY+vXrxx//+EemT5/Of/7zHwBuvfVWNm7ciNls5t5776VXr17cc8895OXl8ec//5mkpCR27tzpv8txsdDQUK677jreffdd/7YlS5YQFxdH586duf7661m9ejX/+te/+OabbzAajSQlJbFnzx5+8pOfVOt8ouXr1KkTUTaNvb6O/rslnh5Wtpeu7Hnwgw8rHKNpGuN/3ouQSCsFWQ5Wf3igwecbaSp71pxh79qzoMGkh/oSHhdY6X5lXTdLCwoI6K3v08PpIshrZPuhVEaMGCH1JEJUQ6u6U9KSBAQEMGfOHObMmXPJ/YYOHcoXX3xR5fOX+mVw8dLo8+bNqzCp3Y8NGTKEnJycCisxV3Y+0TpomsboUSPZWZjLYMc5VgTaCewRyKoN+QwPDKRk7ZpKjwuwmZj0SD++/HsSR3dksHftWfqNa9/IrW9YZw/lsG6hPgpu+K1d6dw/stL9fC4XBcv0ZdwXFeQT1FcfLj3c4WC3rwtFqbsZ/8jdjdNoIVq4VnWnRAhRc2PGjGFHhonBDgcA9ng7q4r0u30Rael4cnIqPS6mcwgjbtcLPtd/doTMM5e/Q9hS5GeWsOS/e/D5FPHDYhg8uVOV+xatX4+voIAMn5fkkhKC+l6oJ0kqika5nVJPIkQ1SVIixBVu9OjRbD9VTE+XG7vPh9FuJDvWxH6HAwOQv6rqlX0HXNeBzldF4PX4WPr2XlwOT5X7thQuh4dFb+zGUegmqmMw19zf65LDjvN/0O8g/pCbhznKgiXSgtGnGOJwsjnVJPUkQtSAJCVCXOH69evHibR8HMrKwNK6EnsPO6sK9VVtz3/9dZXHaprGdQ/0IahNALlpxaxdUHGhyJZE+RSr3t9P1tlCbCEWbnj0KsyWqtfp8hUXU7BqFQCLC/IJ7KvXkwx0OrErxYZjBYwYMQJrPc0mK0RrJ0mJEFc4o9HIkO5t2as6+xfnC+wRyKpCvTtG7diBr7RrpzLWIDMTH+qLpsHBzakc2HS+yn2bu22LTnB0RwYGk8YNv7yK4PBLJxOFa9agSkrItpjZ7XBc6LpxODijIjl5/KR03QhRA5KUCCEYNzKBXcVR/hE49h529judnHO7MXo8FG3cdMnj28aHcfXN+gR8az45SE5qUYO3ub4d3ZHOtu+PAzDunp7EdQu97DF5P+hr3XyfmwcaBPa+aNI0T1fcmZKUCFETkpQIIRgzZgzJWQFc5XRh9CnMbcxYoiz+uyUFK1de9hyDr+9M+15t8Lj0+hKPq+VMtJd1tpAV8/YD0P/a9vQZ1fYyR4C3oICiNWsB+CItDWtHK6YgEwEeRT+ni615YVgtZqknEaIGJCkRQjBs2DB2nHNhVYo+Tn31XXvPC3UleStWoC4zm6/BoDFhWh9swWayzhay/vMjDd7u+lBS6OKH13fhcXpp36sNo+7oXq3jClasRLndFIaHc9jl9M/iOtThxARsOeOTehIhakiSEiEENpsNjzmMIhXAMGcJoNeVbC8uJs/rhbw8SnbuvOx5AkMDmDCtDwB7157lSFJ6g7a7rrxeH0v/u4eCLAchUTYmT684hXxVyiZM21K6cGVZPckYZzFOZWb7kUzpuhGihiQpEUIAMLxPJ/aqzgy5qK7EA6wt0u+WVKcLB6BjnwgGX6/P67H6w/3kZZQ0SHvrw/pPD3P2UOkU8o9dVekU8pXx5ORQtHEjAO8ePIBm1rD30Ne4GVHiYLfqQuG5I5KUCFFDkpQIIQCYNDqBXa62DHQ6QSkCYgMwhZpYVaAnJYUrVlZ7OvmEm7sQ2zUUl8PLsnf24PX4GrLptbJn7Vn2rNGnkJ/4UF8i2gZV+9iCpcvA60V160pKejr27nYMFgOBDi9d3B6SXJ0wlWRLPYkQNSRJSRN77bXX6Ny5M1arlYSEBLZu3drUTRJXqFGjRrIj206IT9G+RK8fscfbWVdUhMvnw3XyJM79+6t1LoPRwKRH+hJgN5F+soDNX1dccbgpnTucw7rSOVUSbulKlyqmkK9KfumomyOxsQD+epLBxW40YEuWTepJhKgFSUqa0MKFC5k1axbPPPMMycnJDBgwgMmTJ5Oe3rz74UXrFBERwdFifUjr1a4LXTjFysfy0oLXjNdfr/b5gsOtXDu1NwApK05zYndmPbe4dvKzSlj8lj6FfPeh0Qy5vuop5CvjPneO4u3bAfg2U4+pbNK0SR59KPSm4w7puhGiFiQpaUIvv/wy06dPZ9q0afTp04c333wTu93O3Llzm7pp4goV0KY9RSqA4a4Lxa4Ab2Rl4kPvwinZvbva5+s6MIr+1+gL9a2ct5/CnKonYWsMbqfXP4V8ZIcgrp3a+5JTyFcm49//AaWwD0/gm40bMdgN2DrbABjhcHBWRXDy1BlJSoSohVaXlCilKHZ5GuxR4vJW+VxNlm93uVwkJSUxYcIE/zaDwcCECRPYtOnSE1UJ0VBG949nn+rkn0TN2tGKwWrgmMvFJosFgIx//qtG5xz5k+5EdQzGUeRm2bt78Xmbpr5EKcXK9/eRdaYQW7CZKY/1v+QU8pVx7N9PXum0+4W33kpmZiZBvYPQDBpBuS5ivF52+OLRsk9KPYkQtWBq6gbUtxK3lz5PL22S1973/GTslur9k2ZmZuL1eomJiSm3PSYmhgMHDjRE84S4rNuvHcG6d79kmOEQwUUeCgJN2LvbKdxTyF+PHOaHrt0oWr+e4u3bsQ8dWq1zGs16fcmnf93G+SN5bPvhBAm3dG3gSCravugER5MzMBirN4X8jymlSHvxRVCKkClT+PrcOQAC++h3k/oX6osRbitpS0J/t9STCFELre5OiRCi9rp17czuIn169T7F+i/ZsqGux0tKKBkxAoCMV/9ZozuDYdF2xt/XE4Dti09w5kB2fTb7so6lZLD1u9Ip5O/tSVz3sBqfo2jtWoo3bUYzm4maNYvExETgwvwkU9C7pracN0rXjRC11OrulNjMRvY9P7lBzu3z+SjILyA4JBiDoWI+ZzNX/1ZwZGQkRqORtLS0ctvT0tKILa3oF6KxaZrGOaXfvbvGV8IWrP66EoDE6CimWCwUb99O8aZNBI4cWe1z9xgWy9kDOezbcJ7lc/dx1x+uxh5iqfcYfizrbCEr3tsHwFXXVG8K+R9THg9pL/4dgDZT78fcri2JiYmYI8wExAagvIprPUX6pGnHc/n9L6fWawxCXCla3Z0STdOwW0wN9rBZjFU+V5OCOYvFwpAhQ1h50YRUPp+PlStXMqL0r1EhmkJQXDwlysJIt17sautmQzPp7+3lycmE3X0XAOk1vFsCMPquHoS3DaQ438WKeftQvpodX1OOQjeL3tiF2+mlXc82jLqzelPI/1ju55/jOnoUY1gYkb/8Jfv27SMzM9PfdROU5iBYKfaozrizTks9iRC11OqSkpZk1qxZvP3227z//vvs37+fxx57jKKiIqZNm9bUTRNXsGuG9GGf6kRntwdTkQeD+cLoko0bN9LmoYfRbDYcu3ZRuDqxRuc2W4xMeqQvJrOB0/uy2bH8VANEoPN6fSx5ezf5mQ5CIq1cP70fxmpOIV/uPIWF+ogbIHLGDIwhIRe6bkrnJ+mdpxcGJ/viGdgxXOpJhKilVtd905LcddddZGRk8PTTT5OamsrAgQNZsmRJheJXIRrTjaMG8PXaLgwxHKZdtpOTgSbsPe0UHykmPz+fA2mpxP38PrLefoeMf/2LoPHj0CrpzqxKRNsgxtzdg9UfHmDzN8eI6x5GXLfQah2rlMLnhvyMEtyOYkoK3TgKXZQUuPWvC1yUFLkpKXBTnOekMMeJOcDIlMf7Yw2q3hTyP5b19jt4s7KwdOpEm9K7RImJiaBdqCeZbNAnm9uWH8F1Y3rX6nWEEJKUNLmZM2cyc+bMpm6GEH5hgVb2u2LBBEM9Pk6iz1eS+YM+Udj69ev55UMPkfPxJzgPHKBg2TJCrr++Rq/Re2QcZw7kcHhbGsve3cOUR/vjcnhwFOrJRUmBqzThuOjr0oTD5wlmwYrt1Xodo8nAhGl9ajSF/MXc58+TPW8eANFP/hbNbEYpRWJiIgHtAjCFmPA5fdxm1idN23jGy+t3jq/VawkhJCkRQlQi3dIBgCmGEr4gGHu8HTRA6UnJjBkzCH/wQTJfe42Mf/2b4IkT0YzVL/TWNI3x9/Yk/UQ+eRklfPrXbTVqn8liwBZkwRZsxhpkwRZkxhpsxhZkxhZc+n2QhdAoW52KaTNefRXldGIfOpSg664D8NeTREyOACDgVDFWE5xVEZw7ny71JELUgSQlQogKwjv1p+SMhcE+B8rhxWg3Ym1vxXHawbp161BKEf7gA+R89BGuY8fI//57Qm+9tUavYbGZmDy9H9//Zydejw9rkNmfaOhJhp5cXPy12aqRuGEVN908BbO5dt0x1VWydy9533wLQPRTT/kL2X9cTxKfVQwxsMMXT68oq9STCFEHkpQIISq4dlgf9p/uyGDtCEGpDoo6B2LvYcdx2sHZs2c5efIknTt3JvyRh8n4x8tk/Oc1QqZMQathohDVMZhpL46u9v5utxtDzSZhrRWlFOl/exGAkJtvxnZVP/9ziYmJaEYNe099/pYJ6DPUJnu6MmFIzYcbCyEukNE3QogKBnSKZLevCwDx+frIkovnK1m/fj0A4ffdhzEiAvfp0+R++VXjN7SBFK5eTfHWrWgWC9G/+bV/e1k9ia2bDaPViCfPwy2hepHr1uwgJlwzrolaLETrIEmJEKKCdmE29vs6AjBW0+8ElM3sCrBkyRIADHY7kb/8BQCZb7yBz+ls5JbWP+V2k/73lwAIf+ABzG0v3P0oqycp67rhSCExVi9OZSLlbInUkwhRR5KUCCEq0DSNLLs+0ditVic+jw9zGzOWGL1o9Ouvv6aoSB9xEnbXXZhiY/GkppK78NMma3N9yfn0U1zHj2MMDyeiNOEqU1ZPEthXv2vUJVOfYG6P6kJsoFHqSYSoI0lKhBCViut9NQ5lJtrkRR3Tf/mGJujziRQVFfHtt3oRqCEggMjHHgMg87//xVdc3DQNrgfeggIy//MaAJEzZ2AMKj+UODExEYPVgL2rftdonPvCpGmje7dv3MYK0QpJUiKEqFT/zrEcUHoXTscjeQC0Gd3G//z8+fP9X4f95HbMHTrgzcwk+6LtLU3Wf/+LNycHS9eutPnpT8s9V1ZPEjI4BM2o4Ux1MjlaHyuQ5O7MreOl60aIuqpVUvLaa6/RuXNnrFYrCQkJbN26tcp9582bh6Zp5R5yi1OI5q9PXIi/2HVsfjHeEi+WaIu/tmTp0qVkZuoTqmlmM5EzHgcg65138RYUNE2j68B99izZ738AQPRvf1thJFFZPUmb8XpiVrQpl6si9XqbbWlmRgxPaNwGC9EK1TgpWbhwIbNmzeKZZ54hOTmZAQMGMHnyZNLT06s8JiQkhPPnz/sfJ0+erFOjhRANr3t0EPvoCsCIuADytpa/W+LxePj00ws1JKE334yla1d8eXn+X+4tSforr6JcLuwJCQRdM77C86tXryagbQCBPQJRXkW3Y/kYNTinwvEg9SRC1IcaJyUvv/wy06dPZ9q0afTp04c333wTu93O3LlzqzxG0zRiY2P9D1nbRbd27Vpuvvlm2rZti6ZpfP31103dJCH8LCYD+W30+TkGxWrkrs8FIOTqEAwB+kfHxx9/7N9fMxqJ+h99yYTsefPw5OQ0boProGT3bvK//x40jejfPVnpit8fffSR/y5JQUoBo0L1FY7LFuETQtRdjSZPc7lcJCUlMXv2bP82g8HAhAkT2LRpU5XHFRYW0qlTJ3w+H4MHD+avf/0rffv2rXJ/p9OJ86Khhfn5+YA+cZLb7S63r9vt1hfp8vnw+Xw1CafGypZpL3u9uiooKKB///48+OCD3HnnnY0Sw6XUJT6fz4dSCrfbjbEG0403prL3zo/fQ61JfcdobdcH534zYRY3sZklOFOdBMQGEDIshNz1uWzYsIHDhw/TuXNnff9rr8XSsyeugwfJeOddIn/9RL20o0xD/AyVUqTOeQGA4JtvwtSjR4XzJycnszV5K72m9gIgOzGbEf30j88dvnhuGNG7Xtok79GWT+KrfP/qqlFSkpmZidfrrXCnIyYmhgMHDlR6TM+ePZk7dy79+/cnLy+Pl156iZEjR7J3717at6+8Wn3OnDk899xzFbYvW7YMu91ebpvJZCI2NpbCwkJcLldNwqm1gnrqLx81ahSjRo3yf19SUuJPwJpSbeJzuVyUlJSwdu1aPB5PA7Sq/ixfvrypm9Dg6itGX67GftWBgdoxhsQZSdyQS8wdMbQZ3cZ/5+S5557jpxcVhQYOT6DdwYNkf/ABSXGxeIOD66UtF6vPn2HQnj20TU7GZzKxs29fPIsWVdjn3//+N6HDQjEGGnFluijcU8iIG0IBRZKjPX2c+Syq5Ljakvdoyyfx6YprOBqvwaeZHzFiBCNGjPB/P3LkSHr37s1bb73Fn/70p0qPmT17NrNmzfJ/n5+fT4cOHZg0aRIhISHl9nU4HJw+fZqgoCC9T1cpcDfMkESlFAWFhQQHBVV6exezHSrbXk02m61CfI1JKUVBQQHBwcGVx3cJDocDm83G2LFjm23futvtZvny5UycOLHB101pKvUdY8TxbPZ80IWBhmMMaWvk6w25RN8eTWCvQMxRZtwZbpKTk5k7d67/PaNuuIEzyck4d+9h8IkTRD31VJ3bUaa+41NuN6deex03EDFtGj3uvbfCPtnZ2dx9993EzYoDIGdNDt3CNKJsCqcykWOJ45Zbbq5zW0Deo62BxFdeTf/QrlFSEhkZidFoJC0trdz2tLQ0YmNjq3UOs9nMoEGDOHLkSJX7BAQEEBAQUOmxP/5H8Hq9aJqGwWDAYDCAqwheaLj5AsIu9eTvz4El8FJ7XJI/hiZS1mVT9u9ZEwaDAU3TKv0ZNTctoY11VV8xXtU+nO9UV2AlQ9pZcK8ooGhfEUH9gmgzqg3pX6ezf/9+9u3bx8CBA/3HRf/615x++BHyF35K1MMPY46Lq3NbLlZf8WV/sgD3qVMYIyKI+uUvMVZyzo8++ggVrvwFrjnrcpjcUf/o3Ks6c82wq+r9/STv0ZZP4ruwX03U6DePxWJhyJAhrFy50r/N5/OxcuXKcndDLsXr9bJ7927i6vlDSghR/0LtZtIC9TqKoe30D5ecdXoBa9joMCi9oXZxwStA4MiR2IcORbndZL75VqO1tya8+flkvqZPlBb1P/+DMajiHxQ+n4833nijXIGrJ9fDiPZ63VSyL57RvWTSNCHqS427b2bNmsUDDzzA0KFDufrqq3n11VcpKipi2rRpAEydOpV27doxZ84cAJ5//nmGDx9O9+7dyc3N5e9//zsnT57kkUceqd9Iypjt+h2LBuDz+cgvKCAkOLjyOwlme8VtQrRwAW374jxuIszsoWsbjePJ+XiLvVgiLQT2CqRofxGffPIJL7zwgv+60DSNqCd+xcn7p5L7xRdEPPIwlg4dmjiS8jLffAtvXh6W7t0Iu/OOSvdZtmwZx04do9esCwWuAMM76Alasi+eWzqENk6DhbgC1Liv4K677uKll17i6aefZuDAgaSkpLBkyRJ/8eupU6c4f/68f/+cnBymT59O7969mTJlCvn5+WzcuJE+ffrUXxQX0zS9C6WhHmZ71c/VoZ5EiOaqZ7sIdil9vpKJXU0otyJvS+mcJWP0Owhnzpxh7dq15Y6zDxtG4KhR4PGQ+drrjdvoy3CdOUPOhx8CEPPkk2imyv8+e/311ysUuNrN0D9av9bPBPUjOrh51lAJ0RLVqoBh5syZnDx5EqfTyZYtW0hIuDCTYWJiIvPmzfN//8orr/j3TU1N5YcffmDQoEF1bnhrUFhYSEpKCikpKQAcP36clJQUTp061bQNE+IifeJCWO3Vr9mpw6OBC104IUNCMNj0j5H5lUwvH1U6JDjv229xHjvWGM2tloyXX0a53QSOHEHg2LGV7nPixAm+//572ozTE6+cNTmgYFQHIyaDPmla2w7dG7PZQrR6svZNE9q+fTuDBg3yJ2mzZs1i0KBBPP30003cMiEu6Ns2hBW+wQBcHVmC3Qwlx0pwnHNgCDAQOkzvvvj888/LzS8EYLvqKoKuuw58PjL+/e9Gb3tlSlJSyF+0uHSitN9VOdLszTffxBJnIbDnhQJXgNt66V03id4B9JeuGyHqlSQlTWj8+PEopSo8Lr7TJERTa9/GxnlLZ077ojDhYXK8PjIud10uAGFjwvTvc3NZvHhxheOjfvU/ABQsXoKjivmMGotSirS/vQhA6O23Y+3Vq9L9HA4H7777boUCVw24rZfe1bPMN4yB7cMao9lCXDEkKRFCXJKmaQzuFO6/W/LoNZ0AyN2Ui/IpAuMDscRYgMq7cKw9exIy5QYAMv7VtHdLCpYuo2THDjSbjagnflXlfp999hlZeVm0GaUnJWUFrsPaGWkbbKBA2djo60u/9nKnRIj6JEmJEOKyxvaIYmVpUjImphgN8OR6KNxdCFxYpO+7774jLy+vwvGRM2eCwUDhqlWU7NrVaO2+mHK5SP/HPwB9ojTzJdbgqqzAFeD20rskib4BdIxuQ4i19c5DIURTkKRECHFZY+Mj2eLrTaGyYfPmM7qbPqeHf86SUWGg6etWffnllxWOD+jaldBbbwUg45//arR2Xyz7449xnz6NMSqSiIcfqnK/5ORkNm/eXKHAFS4kJUu9wxgbH9XgbRbiSiNJiRDisrpHBxEZGsQa31UA/GZKb6C01qLQgzncTFDfIKDyLhyAyBmPg8lE0YYNFG/b1jgNL+XNzSXzjTcBiPrVrzAEVj3z8uuvv05A24AKBa69Ig30jDTiwkSibwDX9JKkRIj6JkmJEOKyNE1jbHwUK716F8517fXFL5VHkbdZ764pK3hdtWpVubmKyljat/dPUpb+z3/6V6VuDJlvvIkvL4+A+HjCfvKTKvfLycnh448/rlDgChfukmzw9sVrDubqLuEN33AhrjCSlAghqmVMj0hW+wbiQyOk+AQDu+h3CvxzlgwOwWA3oJRiwYIFlZ4j8tFH0SwWSrYnUbRhY6O023XyJNml0+BH/+53aEZjlfu+9957ODyOCgWuAD/prdePLPUNY1T3CAJMVZ9HCFE7kpQIIapldPdI8rQQkn3xAMy+YyAAjpMOHKcdGMwGwhLCgKq7cMyxsbS5524AMhrpbkn6y6+A203gqFEEjRld5X5l69xUVuDaPkRjaFsjPjRWeIcwvmd0g7dbiCuRJCVCiGoJs1vo3z7M34UzsZPP/1zO+osW6QOSkpI4ePBgpeeJmD4dzWbDsXs3hatXN2ibi5OTKVi6FAwGon/3u0vuu3z5co4cOVJpgeutPfWum2RfPJmEMr6n1JMI0RAkKRFCVNvY+Ej/fCVhObvo10NfEyd3Yy7Ko7B3sxPQVp9craq7JabISMLvvx/QR+Ion6/S/epKnyjtbwCE/uR2rD17XHL/qgpcAX4+JAyAJd5h9IgJon0bWXxTiIYgSYkQotrG9ojisGrHGaLRvE5m3zUcAG+Bl4JdBcCFuyXz58+vsnsm4qFpGIKCcB48SMGSJXVul/L58OTk4Dx6lKKtW8lfvJj0l17CsXOXPlHar6qeKA3g5MmT+jo3lRS4trHC1TFuAJb5hkrXjRANqPKlMUWDmzNnDl9++SUHDhzAZrMxcuRI/va3v9GzZ8+mbpoQVRrYIYzgADPLPYOYZlrKlO4X1o3JWZ9DyOAQwkaGkfZ5GseOHWPr1q3lFuwsYwwLI3zag2T++z9k/Ps/BE+aVGGlXp/DgTcrC0/pw5udjSs9g6ikJFLXrkPlZOPJysaTnYU3Owe83krbHPHww5ijL51IvPXWWyijImxkGFC+wPXO/kEY8HGYjpxSMdJ1I0QDkqSkiaxZs4YZM2YwbNgwPB4Pv//975k0aRL79u0j8BJzKAjRlExGAyO7R7Bi/2CmsZSwtC0MHTKY7UnJFOwswJPvwRxmJviqYAp2FjB//vxKkxKA8AceIOeDD3EdP86Zmf8DBoOehGRn483KwldcXOlxbYDCKtpnCA3FFB6OMSIcU3gEls6diZj+yCVjcjqdvPPOO4QOC8UUZCpX4Arw+LWdgNMs8gwlKMDE0E4yFFiIhiJJSRNZ8qNb1vPmzSM6OpqkpCTGVrGUuhDNwdgeUTy7tzfFmh17UTq/+dnN3JeUDF59PZzIyZGEjQ6jYGcBCxcu5OWXX8ZkqvhRYwwKImL6I6S/9A8KExMrfS3NbMYYGelPNAxhbTiZl0f8sKEEREVhDI/AFBGOMSISU5swNIulxvF8/vnnZGRk0OWRLkD5AlebCfrb08ELy7xDGd0zEotJer2FaCitLilRSlHiKWmQc/t8Pko8JZjcJgyGih9MNpOtymXQL6dsvZDwcPkrTDRvY+OjcGNitecqbjRu4eaeJjRNQym9ODRyciTBg4IxBhlJT09nxYoVXH/99ZWeK3zqVAB8Lhem8Aj9DkdEhJ6EREZiCAwsd0253W6SFi3i6ilTMJvrZ92Z1157rcoC11m3DsDgPU66IZq9qhNTZRZXIRpUq0tKSjwlJHxc+e3ihrbl3i3YzTWvyvf5fPz6179m1KhR9OvXrwFaJkT96RBup0tkICuyB3OjcQvB5zZy7bXXsnLlSpxnnJScKMHW2Ubo8FCyV2Qzf/78KpMSzWIh4pFLd680pB07drBp0yZi740Fyhe4AjwyKhbyjvOdawigMa6HFLkK0ZDkPmQzMGPGDPbs2VPlLJhCNDdj48tmdzVA2m5+cdcU/3Nlc5aUrRz81VdfUVxFfUhTe/3119HMWqUFru3iYujk3A/oXTe940KIDbU2RTOFuGK0ujslNpONLfduaZBz+3w+CgoKCA4OrrL7pqZmzpzJ999/z9q1a2nfvn19NFOIBje2RxTvbwpmt6EnA3z7ubmnmYCAAJxOJ3mb84i9OxZbZxvWDlaKThfx7bffcvfddzd1s8vJyclh/vz5VRa4/nn6FDTHFxQaQ9mmevKojLoRosG1ujslmqZhN9sb7GEz2ap8rib1JEopZs6cyVdffcWqVavo0qVLA/6rCFG/hneNwGzUWOQcCIDtVCI33XQTAN5CLwU7Ks5Z0ty8//77lJSUVDqDq9Fo5M6++iRwy72D8WHgml7SdSNEQ2t1SUlLMWPGDD766CM+/vhjgoODSU1NJTU1lZKShinSFaI+BQaYGNKpjX92V46vZerdd/if9087PyIMzaixZMkSMjMzm6KplfL5fJecwfX2228j6MwaAL53DSbEamJQh7Amaq0QVw5JSprIG2+8QV5eHuPHjycuLs7/WLhwYVM3TYhqGdsjiqOqLemmtuB1cUOPAMLCwgAo3F2IO9eNKcRE0IAgPB4Pn332WdM2+CIrV67k8OHDlc7gCvDU/ZMh/ywug431vqsY0yMKk1E+LoVoaHKVNRGlVKWPBx98sKmbJkS1jI2PAjSWugcAYD62kjvvvFN/0qevhwMXCl4//vjjJmhl5V577bUqC1x79+7NEPt5ALaaBuPEwjUytbwQjUKSEiFErfSJCyEi0MJi9yB9w+Gl3HvPhWLW3PW5AAQPCMYYYmT9+vWcPHmyCVpa3qlTp/juu++qnsH18cfRDv4AwGeFesI1rocUuQrRGCQpEULUisGgMSY+km2+XjiNgVCUwbjuQbRr1w4A5zknxUeL0YwaYSPCgOZxt+Stt97C5/NVWuAaGBjIgzePhowD+DQTq32D6N8+lKjggCZssRBXDklKhBC1NqZ0dtetRr3g1XB4Kffcc4//+bK7JWVdOJdaObgxOJ1O3n777SoLXO+//36CTq8G4IBtIPkEyqrAQjQiSUqEELU2pkckAF8WXaVvOLiE++67z/987pZcfG4f1g5WrJ2s7N27l127djVFUwH44osvyMjIqLLAdcaMGXBA77r5ongggKwKLEQjkqRECFFr0cFWeseFsNo7AIUB0vcyoFMb+vTpA4Cv2Ed+Uj4AbcY0fcHrpQpcx44dS7+OEXBmGwDfOQbRxm5mQPuwJmipEFcmSUqEEHUyNj6SXII5ZtfXbdIOL+Pee+/1P1/WhRM6PBTNpPHJJ5/g8/kavZ0pKSls3LjxkgWulBa4ng3qRzptGNcjCqOhdotsCiFqTpISIUSdjC0dmfKDQx+pwsHF5ZKSwr2FuLPdmIJMBA8K5vTp06xbt67R2/n6668DVFrgGhsby+233+7vulniGQIgs7gK0cgkKRFC1MnQzm2wmg18U9Jf33BiHV3aRjJy5Ej9ewW5G3KB8gWvjSk3N5f58+dXWeA6ffp0LN5iOL4WgI/y+qNpZXOxCCEaiyQlQog6CTAZGd41gqOqLXm2DuB1wdHV5Qpey6adD7oqCFOYic8++wyn09lobXz//fcpLi6utMDVaDTyi1/8Ag4vA5+HvKBuHFdxDOwQRptAS6O1UQghSYkQoh6Uze660ThM33BoCT/72c8wmfSFyF1pLooOF6EZ9CLT3NxclixZ0ihtK1vnpqoC11tvvVVfofvA9wBsMCUAyCyuQjQBSUqayBtvvEH//v0JCQkhJCSEESNGsHjx4qZulhC1UlZX8nFeX33DoaVEhrdh0qRJ/n1y1+UCjb9y8KpVqzh06BAhQ0MqLXCdMWMGuEvg8AoA5mXrBbuSlAjR+CQpaSLt27fnhRdeICkpie3bt3Pttddy6623snfv3qZumhA11i0qkLahVja54/GYg6E4E84mlevCyduah8/pw9rWiq2bje+++478/PwGb9trr70GQPj4cKB8gWuvXr245ppr4FgiuItw2mPZ6upEZFAAfduGNHjbhBDlSVLSRG6++WamTJlCfHw8PXr04C9/+QtBQUFs3ry5qZsmRI1pmsbYHlF4MHEgSO/+4OBibr31VgIDAwHwOS6as2R0GxwOB19++WWDtuv06dN8++23VRa4Pv7442ia5u+62RU0GtAY3zMKgwwFFqLRtbqkRCmFr7i44R4lJVU+V9vps71eLwsWLKCoqIgRI0bU87+IEI2jrAvnW0fpKJxDSwgMDOS2227z71OWEIQmhKKZtQbvwvGvc1NJgWtgYCBTp04FrwcO6l2nC0sX4JNZXIVoGqambkB9UyUlHBw8pEFfI62K7T2Tk9Ds9mqfZ/fu3YwYMQKHw0FQUBBfffWVfyZMIVqaUd0iMWiwMKcXs21GtPR9kHOS++67z598FB0owpXpwhJpIWRwCKtWreL8+fPExcXVe3tcLhdvv/12lQWuP//5zwkNDYUT66E4C29AGF9ld8Zo0BjTXZISIZpCre6UvPbaa3Tu3Bmr1UpCQgJbt26t1nELFixA07RyfzldyXr27ElKSgpbtmzhscce44EHHmDfvn1N3SwhaiXUbmZAhzDyCCKjzUB946ElTJgwgchIfY0c1EWL9I1pg8/nY+HChQ3Sni+++IL09PQqC1wff/xx/YvSCdNORIzBi5EhHdsQajc3SJuEEJdW4zslCxcuZNasWbz55pskJCTw6quvMnnyZA4ePEh0dNXV6idOnOC3v/0tY8aMqVODL0ez2eiZnNQg5/b5fOQXFBASHIzBUDGf02y2Gp3PYrHQvXt3AIYMGcK2bdv45z//yVtvvVUv7RWisY2Nj2LHqVzWG4bxE5Lg4GLMCb/krrvu8hec5mzIIfq2aAL7BGIONzN//nx+/etf13tbLlXgOnr0aPr37w9KwX69nmSxeygA43vJXRIhmkqN75S8/PLLTJ8+nWnTptGnTx/efPNN7HY7c+fOrfIYr9fLfffdx3PPPUfXrl3r1ODL0TQNg93ecA+brcrnNK1uhXE+n69RJ5QSor6NLV01eF5mL33DifXgyC83Csed4aboQOmcJaPC2L59O4cOHarXduzcuZMNGzZUWeA6Y8YM/YvUXZB3CmWy8U5qZ0CGAgvRlGp0p8TlcpGUlMTs2bP92wwGAxMmTGDTpk1VHvf8888THR3Nww8/XK01L5xOZ7lfzmXDBt1uN263u9y+brdbL271+Rp8ka+yQtay16uL3//+91x//fV07NiRgoICPvnkExITE1m8eHGTLFYGdYvP5/OhlMLtdmM0GhuieXVW9t758XuoNWnqGPvEBBJsNbHLEY0jqjPWghN4Dq9gyJCb6Nq1K8eOHQP0gtfAXoGEjQoj47sMPvjgA5555pnLnr+68f3nP/8BqLTANSYmhptvvhm3241h77cYgYyY0eQeNRMTEkC3CGuT/fs19c+vMbT2GCW+yvevrholJZmZmXi9XmJiYsptj4mJ4cCBA5Ues379et59911SUlKq/Tpz5szhueeeq7B92bJl2H9USGoymYiNjaWwsBCXy1Xt16iLgoKCOp/j7NmzTJ06lbS0NEJCQujbty9ffPEFCQkJjTJ3w6XUJj6Xy0VJSQlr167F4/E0QKvqz/Lly5u6CQ2uKWPsajew02Fgvbs3EzjBudXvsuOYkSFDhviTkvzt+Xjv9xIQG4A93s67777L0KFDq3238VLxFRYW8uGHH1ZZ4Dp27FhWrNAnShu/fyGhwFc5+h3crtaSZjGJobxHWz6JT1dcXFyj8zbo6JuCggLuv/9+3n777QuFbtUwe/ZsZs2a5f8+Pz+fDh06MGnSJEJCyk9o5HA4OH36NEFBQVit1npre2WUUhQUFBAcHFznrpr333+/nlpVf+oSn8PhwGazMXbs2Ab/OdSW2+1m+fLlTJw4EbO5dRYyNocY86POsPPbfay1jmOCYzEdHPuJu34yXbp04bPPPgPA5/SRvzWfNmPb0GZMG87OPUt0dDTDhg275Lkvjs/hcHDw4EH279/PgQMHOHDgAPv37+dk2km0NhoRQyIqFLgajUb+9re/6dPK5xzHvOM0SjPyPaMB+Pl1g5jUJ+ZSTWhQzeHn19Bae4wSX3k1/SO7RklJZGQkRqORtLTyg2LT0tKIjY2tsP/Ro0c5ceIEN998s39bWbeAyWTi4MGDdOvWrcJxAQEBBAQEVNhuNpsr/CN4vV69jsRgqLT4tD6Vtb3s9VqbusRnMBjQNK3Sn1Fz0xLaWFdNGeM1vWPg230sTG/Hc8GhaMVZmNN20r9/AoMGDWLHjh2Avkhfm7FtCBkWwrmPzrFw4cILKwuXUkqRmp7K9r3b2XV4F/tO7mP3sd3878f/S6EqxBRiuvAYb8Jyi4We5p7lznFxgestt9xCly5d9G+OLAXA0W4Eu48YMRs1xvaMaRbvDXmPtnwS34X9aqJGSYnFYmHIkCGsXLnSP6zX5/OxcuVKZs6cWWH/Xr16sXv37nLb/vCHP1BQUMA///lPOnToUKPGCiGav/Zt7HSNCuRYRhHno0fT9vQPcGgxdEzgvvvu8yclxYeKcaW7sERbiP1ZLN+mfov7Mzdnc86SWZJJobcQt8WNIdCAZtDACvTUH7bS/6riLfbiyfPgTHOSvepC142/wBX8o252Bup3SYZ1DifY2np/iQjREtS4+2bWrFk88MADDB06lKuvvppXX32VoqIipk2bBsDUqVNp164dc+bMwWq10q9fv3LHh4WFAVTYLoRoPcbGR3Eso4i12lDu5gc4uAQmPMvdd9/Nk08+6S+qzlmfQ8xPYoiYEAHAuuJ1EID+AIzoRdPKp/AWevHke/RHnufC1xdt8+Z78RR4UO6Ksyv37NmTa6+9Vv+mMB1ObwHgkwJ9BlqZxVWIplfjpOSuu+4iIyODp59+mtTUVAYOHMiSJUv8xa+nTp1qlV0bQojqG9sjknkbT/B+enfu0oxoGfsh5wTt2nXmmmuuYdWqVQBkr8zG1smGZtYqTzDKvi/wQB0Hpc2ePftCrdTBRYDCFzeYxacMgE+GAgvRDNSq0HXmzJmVdtcAJCYmXvLYefPm1eYlhRAtyPCuEZiNGvtzjTi6Xo3t3Cb9bsnwR7n33nv9SYm3yMupf59q8PY88sgj+jo3ZUq7bo5HjsN13Ee7MBvdo4MavB1CiEuTWxpCiHpnt5gY2kmfSXVPUOkik4f0obZ33HEHFoulwV5b0zS6du3KjTfeyJNPPklSUpK+Bk7ZXRJHPhxfA8APpbO4XtMrqs4j6oQQddfqFuQTQjQPY3tEselYFl8V9WcYwIkN4MgnLCyMm2++mS+++KJO5zebzfTs2ZPevXuXe/To0QPbpZZ8OLIcvC5URDyfnrQDJYzvIV03QjQHkpQIIRrE2B6R/G0JfH3axl8iu6NlH4GjK6Hv7fzpT3/iu+++q9aEh0FBQeUSjqKiIu677z569uyJyVSLj7DSrpvcjhM5s6kEi9HAyO4RNT+PEKLeSVIihGgQvWNDiAyykFno4nzseNpmH9HrSvreTu/evfn222+ZMWMGR48eBSA6OrrCXY/evXvTrl07f9eK2+1m0aJF9OjRo3YJiccJh/WZKNcYhgOQ0DUcu0U+CoVoDuRKFEI0CINBY0x8FF/tOEsiQ7iXd+DwMvB5wWBk8uTJHD58mIKCArxeL23atGn4Rh1fC64CCI7j89QoIEdG3QjRjEihazPxwgsvoGlagyzhLkRTKVs1+JPzbcEaBiXZcGab/3lN0wgJCWmchARg/3cAuLtfz5YTuQBc00uSEiGaC0lKmoFt27bx1ltv0b9//6ZuihD1anR3fUKy3eeLcHQpnbjsYBMteOfzls5PAjuDx+D2KjpF2OkSGdg07RFCVCBJSRMrLCzkvvvu4+233268vxaFaCRRwQH0idMX0dxtL13X5tCSpmnMmW1QlAEBoXyVo69/I103QjQvrS4pUUrhdnob7OFxVf1c2dTZNTFjxgxuvPFGJkyY0AD/GkI0vbE99LslXxX0AoMJMg5A9vHGb0hp143qMZmVB3MAmVpeiOam1RW6elw+/vvEmiZ57V/8cxzmAGO191+wYAHJycls27bt8jsL0UKNjY/kzTVHWXbMyV86jkA7sU6/WzL8scZrhFJwQB8KfC7uOlK3ObCaDQzvKkOBhWhOWt2dkpbi9OnTPPHEE8yfPx+r1drUzRGiwQzp3Aab2UhmoZO02Gv0jY1dV5K+D3JOgMnKohJ9MdCR3SKxmqv/R4QQouG1ujslJouBX/xzXIOc2+fzUVCQT3BwSKWLDpos1c/xkpKSSE9PZ/Dgwf5tXq+XtWvX8p///Aen04nRKB+YouULMBkZ0S2CVQfSWaUGcy/AyQ3gyANraOM0onTCNLpew/IjBYB03QjRHLW6pETTtBp1odSEz6dhchoxBxjrvBLyddddx+7du8ttmzZtGr169eKpp56ShES0KmPiI1l1IJ0fztq4NyIesg7DkZXQ7yeN04ADej1JcbcbSPqmtJ5EppYXotlpdUlJSxEcHEy/fv3KbQsMDCQiIqLCdiFaurJi123Hc3CPnow567BeV9IYSUnOSUjdDZqB9YZheH3H6RYVSMcIe8O/thCiRqSmRAjR4LpGBtIuzIbL62N3YOmqwYeXgdfT8C9+4Af9/x1HsvyEG5ChwEI0V5KUNCOJiYm8+uqrTd0MIeqdpmn+uyXf53Yond01B85sbfgXLx114+t1I4mHMgCZxVWI5kqSEiFEoxgbr085v+ZwDsRP0jc29Cicokw4tQmAw23GkVHgxG4xMrSzTFQoRHMkSYkQolGM7B6J0aBxNKOI7PalU84fWtqwL3pwMSgfxPZn2VkLAKO6RxJgkkJyIZojSUqEEI0i1GZmYIcwAFZ7+uuzu2YehOxjDfeipV039L6Z1QfTAaknEaI5k6RECNFoxpR24aw84YBOpWvhHGygtXCchXB0NQB5nSaTcjoXkPlJhGjOJCkRQjSasmLX9Ycz8cZfr2881EB1JUdWgNcJbbqQmBOBT0Gv2GDahtka5vWEEHUm85QIIRrNgPZhhFhN5Ds87A8ZRT+AkxtrNLur5vNA/nlwZuur/hZlQGH6ha+LMqAwA3JP6gf0vonEQ5kAjJO7JEI0a5KUCCEajdGgMTo+kkW7U1mRaqdfZE+9rmT/d9BxhD5apij9QmJRlFH6fSYUpmMqyuAWRy7srO4LWvBedRdr3kkFpJ5EiOZOkhIhRKMaGx/Fot2prD2Uwa97Xq8nJd/MqNaxWun/lWZEC4yCoCgIjILAaAiM1L8Oii7dFgVhHdmVqZFddIrgABNDOslQYCGaM0lKhBCNakxpXUnK6VwKbrqT4M1v6rUf5sCKScbFCUZgFG5rOMs37mDizT/FbAmo1uslHjxU+rqRmI1SRidEcyZJiRCiUbULs9EtKpCjGUWsz4vihqdOAAosgZc/2O3GbToCWvWTi8TSocDjpetGiGZP/mxoIs8++yyappV79OrVq6mbJUSjKBuFs/ZwBljs1UtIaiGjwMnOM3kAjO8hRa5CNHeSlDShvn37cv78ef9j/fr1Td0kIRqFPyk5lIlSqsFeZ23pWjd924YQHWJtsNcRQtQP6b5pQiaTidjY2KZuhhCNLqFLOBajgbO5JRzLLKJbVFCDvI7M4ipEy9LqkhKlFB6ns0HO7fP5cDsduB0WDIaKN5lMAQFomlbJkZU7fPgwbdu2xWq1MmLECObMmUPHjh3rs8lCNEt2i4lhXdqw4UgWaw9lNEhS4vH6WHdYn5/kml7SdSNES9DqkhKP08m/HrizSV77V+9/jtlavVvECQkJzJs3j549e3L+/Hmee+45xowZw549ewgODm7glgrR9MbGR7HhSBbrDmcybVSXej9/yulc8krchNnNDOwgQ4GFaAlaXVLSUtxwww3+r/v3709CQgKdOnXi008/5eGHH27ClgnROMbERzFn8QE2Hc3C6fHWaeVet9dHTpGLzEIXWUVOsgpd/LD7vP91jIbq38EUQjSdVpeUmAIC+NX7nzfIuX0+H/kF+YQEh1TZfVNbYWFh9OjRgyNHjtSliUK0GL3jgokKDiCjwEnSiRxGdo/0P6eUIr/EQ2ZpgpFV6CSzyEVGXgnJxwwsXrCT7GI3WYVOsopc5Ba7q3yda6XrRogWo9UlJZqmVbsLpaZ8Ph9mlwuz1VppUlIXhYWFHD16lPvvv79ezytEc6VpGmPiI/ky+Sx//mE/EUEWPQEpcpJd5MLtrWpUjgHS0ipu1SA8MIDIIAsRQRYiAgPoGhXITf3bNmwgQoh60+qSkpbit7/9LTfffDOdOnXi3LlzPPPMMxiNRu65556mbpoQjeaantF8mXyWfefzK30+2GoiMiiAiEA90WhjN5Nz7hQJA/sQHWojwp+EBBBqM0s3jRAtnCQlTeTMmTPcc889ZGVlERUVxejRo9m8eTNRUXKrWVw5plwVR06xC4fbS0RgABFBFj0JCbIQHmipUGfidrtZtOgEU4Z3xGw2N1GrhRANRZKSJrJgwYKmboIQTc5o0Jg6onNTN0MI0UzIjK5CCCGEaBZqlZS89tprdO7cGavVSkJCAlu3bq1y3y+//JKhQ4cSFhZGYGAgAwcO5MMPP6x1g4UQQgjROtU4KVm4cCGzZs3imWeeITk5mQEDBjB58mTS09Mr3T88PJz/9//+H5s2bWLXrl1MmzaNadOmsXTp0jo3XgghhBCtR42Tkpdffpnp06czbdo0+vTpw5tvvondbmfu3LmV7j9+/Hhuv/12evfuTbdu3XjiiSfo37+/LD4nhBBCiHJqVOjqcrlISkpi9uzZ/m0Gg4EJEyawadOmyx6vlGLVqlUcPHiQv/3tb1Xu53Q6cV60fk1+vj5c0O1243aXnyTJ7XajlMLn8+Hz+WoSTo2VrWZa9nqtTV3i8/l8KKVwu90YjbWfmbMhlb13fvweak1ae4wSX8vX2mOU+Crfv7o0VYN1w8+dO0e7du3YuHEjI0aM8G//3e9+x5o1a9iyZUulx+Xl5dGuXTucTidGo5HXX3+dhx56qMrXefbZZ3nuuecqbP/444+x2+3ltpWttNu+fXsC6jCjqqgbp9PJmTNnOH/+PF6vt6mbI4QQohkoLi7m3nvvJS8vj5CQkMvu3yhDgoODg0lJSaGwsJCVK1cya9Ysunbtyvjx4yvdf/bs2cyaNcv/fX5+Ph06dGDSpEkVgvJ6vRw/fhyn00lQUFCNVumtKaUURUVFBAYGNujrNJXaxFd2dyQ/P5/AwEAmTpxY77Pd1he3283y5cuZOHFiq53jorXHKPG1fK09RomvvLKejuqqUVISGRmJ0Wgk7UdTPKelpREbG1vlcQaDge7duwMwcOBA9u/fz5w5c6pMSgICAiq962E2myv8I5jNZjp06MCZM2coKiqqSTg1ppSipKQEm83WapOS2sZnt9uJi4vDYrE0UOvqT2Xvo9amtcco8bV8rT1Gie/CfjVRo6TEYrEwZMgQVq5cyW233QbotQQrV65k5syZ1T6Pz+crVzNSV0FBQcTHxzd4H57b7Wbt2rWMHTu2Vb7Zahuf0WjEZDK1ykRNCCFE46lx982sWbN44IEHGDp0KFdffTWvvvoqRUVFTJs2DYCpU6fSrl075syZA8CcOXMYOnQo3bp1w+l0smjRIj788EPeeOONeg3EaDQ2eIGl0WjE4/FgtVpbZVLS2uMTQgjRvNU4KbnrrrvIyMjg6aefJjU1lYEDB7JkyRJiYmIAOHXqVLmagqKiIh5//HHOnDmDzWajV69efPTRR9x11131F4UQQgghWrxaFbrOnDmzyu6axMTEct//+c9/5s9//nNtXkYIIYQQV5DmOUxCCCGEEFecFrFKcNlUKjUdWlTf3G43xcXF5Ofnt8qaC4mv5WvtMUp8LV9rj1HiK6/s93Z1p0RrEUlJQUEBAB06dGjilgghhBCipgoKCggNDb3sfjWa0bWp+Hw+zp07R3BwcJMOOy2bxO306dPVmpmupZH4Wr7WHqPE1/K19hglvvKUUhQUFNC2bdtqTazZIu6UGAwG2rdv39TN8AsJCWmVb7YyEl/L19pjlPhavtYeo8R3QXXukJSRQlchhBBCNAuSlAghhBCiWZCkpAYCAgJ45plnWu1qxBJfy9faY5T4Wr7WHqPEVzctotBVCCGEEK2f3CkRQgghRLMgSYkQQgghmgVJSoQQQgjRLEhSIoQQQohm4YpOSubMmcOwYcMIDg4mOjqa2267jYMHD5bbZ/z48WiaVu7x6KOPltvn1KlT3HjjjdjtdqKjo3nyySfxeDyNGUqV6ivGHz+vaRoLFixozFAqVZ34ADZt2sS1115LYGAgISEhjB07lpKSEv/z2dnZ3HfffYSEhBAWFsbDDz9MYWFhY4ZSqfqKr3PnzhV+fi+88EJjhlKly8V44sSJSt9/mqbx2Wef+fdrrtdhfcXXXK9BqN77NDU1lfvvv5/Y2FgCAwMZPHgwX3zxRbl9WvJ1WJ34mut1WJ34jh49yu23305UVBQhISH87Gc/Iy0trdw+9fLzU1ewyZMnq/fee0/t2bNHpaSkqClTpqiOHTuqwsJC/z7jxo1T06dPV+fPn/c/8vLy/M97PB7Vr18/NWHCBLVjxw61aNEiFRkZqWbPnt0UIVVQHzEqpRSg3nvvvXL7lJSUNHY4FVQnvo0bN6qQkBA1Z84ctWfPHnXgwAG1cOFC5XA4/Ptcf/31asCAAWrz5s1q3bp1qnv37uqee+5pipDKqa/4OnXqpJ5//vlyP7+Lz9GULhejx+Mp1+7z58+r5557TgUFBamCggL/Ps31OqyP+JRqvtegUtV7n06cOFENGzZMbdmyRR09elT96U9/UgaDQSUnJ/v3acnXYXXia67X4eXiKywsVF27dlW333672rVrl9q1a5e69dZb1bBhw5TX6/Wfpz5+fld0UvJj6enpClBr1qzxbxs3bpx64oknqjxm0aJFymAwqNTUVP+2N954Q4WEhCin09mQza2V2sSolP6B+NVXXzVs4+pBZfElJCSoP/zhD1Ues2/fPgWobdu2+bctXrxYaZqmzp4926DtranaxKeU/mH4yiuvNHDr6kdlMf7YwIED1UMPPeT/viVdh7WJT6mWcw0qVXmMgYGB6oMPPii3X3h4uHr77beVUi3/OrxcfEq1nOvwx/EtXbpUGQyGcn+s5ubmKk3T1PLly5VS9ffzu6K7b34sLy8PgPDw8HLb58+fT2RkJP369WP27NkUFxf7n9u0aRNXXXUVMTEx/m2TJ08mPz+fvXv3Nk7Da6A2MZaZMWMGkZGRXH311cydO7faS1E3ph/Hl56ezpYtW4iOjmbkyJHExMQwbtw41q9f7z9m06ZNhIWFMXToUP+2CRMmYDAY2LJlS+MGcBm1ia/MCy+8QEREBIMGDeLvf/97s+jaqExV79EySUlJpKSk8PDDD/u3taTrsDbxlWkJ1yBUHuPIkSNZuHAh2dnZ+Hw+FixYgMPhYPz48UDLvg7h8vGVaQnX4Y/jczqdaJpWbsI0q9WKwWDwf9bU28+vXtKqVsDr9aobb7xRjRo1qtz2t956Sy1ZskTt2rVLffTRR6pdu3bq9ttv9z8/ffp0NWnSpHLHFBUVKUAtWrSoUdpeXbWNUSmlnn/+ebV+/XqVnJysXnjhBRUQEKD++c9/NmbzL6uy+DZt2qQAFR4erubOnauSk5PVr3/9a2WxWNShQ4eUUkr95S9/UT169KhwvqioKPX66683Wvsvp7bxKaXUP/7xD7V69Wq1c+dO9cYbb6iwsDD1m9/8pinCuKSq3qMXe+yxx1Tv3r3LbWsp12Ft41OqZVyDSlUdY05Ojpo0aZIClMlkUiEhIWrp0qX+51vydajU5eNTqmVch5XFl56erkJCQtQTTzyhioqKVGFhoZo5c6YC1C9+8QulVP39/CQpKfXoo4+qTp06qdOnT19yv5UrVypAHTlyRCnVcj4Mlap9jJX54x//qNq3b1/fTayTyuLbsGGDAirUFlx11VXq//7v/5RSLefDsLbxVebdd99VJpOpXN1Jc3C592hxcbEKDQ1VL730UrntLeU6rG18lWmO16BSVcc4c+ZMdfXVV6sVK1aolJQU9eyzz6rQ0FC1a9cupVTLvg6Vunx8lWmO12FV8S1dulR17dpVaZqmjEaj+vnPf64GDx6sHn30UaWUJCX1asaMGap9+/bq2LFjl923sLBQAWrJkiVKKf2DYcCAAeX2OXbsmALKFTg1tbrEWJnvv/9eAc3mYqoqvrKfxYcfflhu+89+9jN17733KqX0D4awsLByz7vdbmU0GtWXX37ZsA2vprrEV5k9e/YoQB04cKBB2lsb1XmPfvDBB8psNqv09PRy21vCdViX+CrT3K5BpaqO8ciRIwpQe/bsKbf9uuuuU7/85S+VUi37OqxOfJVpbtdhdd6jGRkZKicnRymlVExMjHrxxReVUvX387uia0qUUsycOZOvvvqKVatW0aVLl8sek5KSAkBcXBwAI0aMYPfu3aSnp/v3Wb58OSEhIfTp06dB2l0T9RFjVfu0adOmyRedulx8nTt3pm3bthWGtx06dIhOnToB+s8wNzeXpKQk//OrVq3C5/ORkJDQ8EFcQn3EV5mUlBQMBgPR0dEN0u6aqMl79N133+WWW24hKiqq3PbmfB3WR3yVaS7XIFw+xrIaNYOh/K8co9GIz+cDWvZ1WJ34KtNcrsOavEcjIyMJCwtj1apVpKenc8sttwD1+POrdvrSCj322GMqNDRUJSYmlhuiVVxcrJTSs9/nn39ebd++XR0/flx98803qmvXrmrs2LH+c5QNRZw0aZJKSUlRS5YsUVFRUc1iKKJS9RPjt99+q95++221e/dudfjwYfX6668ru92unn766aYKy+9y8Sml1CuvvKJCQkLUZ599pg4fPqz+8Ic/KKvVWq576vrrr1eDBg1SW7ZsUevXr1fx8fHNYihifcS3ceNG9corr6iUlBR19OhR9dFHH6moqCg1derUpgqrnOrEqJRShw8fVpqmqcWLF1c4R3O+DusjvuZ8DSp1+RhdLpfq3r27GjNmjNqyZYs6cuSIeumll5SmaeqHH37wn6elXofVia85X4fVeY/OnTtXbdq0SR05ckR9+OGHKjw8XM2aNavceerj53dFJyVApY/33ntPKaXUqVOn1NixY1V4eLgKCAhQ3bt3V08++WSFOTxOnDihbrjhBmWz2VRkZKT63//9X+V2u5sgoorqI8bFixergQMHqqCgIBUYGKgGDBig3nzzzXLj05vK5eIrM2fOHNW+fXtlt9vViBEj1Lp168o9n5WVpe655x4VFBSkQkJC1LRp08rNEdFU6iO+pKQklZCQoEJDQ5XValW9e/dWf/3rX5vNbf/qxjh79mzVoUOHKt93zfU6rI/4mvM1qFT1Yjx06JD6yU9+oqKjo5Xdblf9+/evMIS2JV+Hl4uvOV+H1YnvqaeeUjExMcpsNqv4+Hj1j3/8Q/l8vnLnqY+fn1baICGEEEKIJnVF15QIIYQQovmQpEQIIYQQzYIkJUIIIYRoFiQpEUIIIUSzIEmJEEIIIZoFSUqEEEII0SxIUiKEEEKIZkGSEiGEEEI0C5KUCCGEEKJZkKRECCGEEM2CJCVCCCGEaBYkKRFCCCFEs/D/AXLbhhD9BUkZAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], - "source": [ - "# Plot the values\n", - "fig, ax = plt.subplots()\n", - "\n", - "ax.plot(df_list[0]['wd_bin'],df_list[0]['SCADA'].values, color='k',lw=5,label='SCADA')\n", - "\n", - "for i, wd_std in enumerate(wd_std_range):\n", - " ax.plot(df_list[i]['wd_bin'],df_list[i]['FLORIS'].values, label=wd_std)\n", - "\n", - "ax.grid()\n", - "ax.legend()" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": null, - "metadata": {}, + "source": [], "outputs": [], - "source": [] + "metadata": {} }, { "cell_type": "code", - "execution_count": 109, - "metadata": {}, - "outputs": [], + "execution_count": 41, "source": [ - "hor_def_gains = np.arange(start=0.5, \n", + "hor_def_gains = np.arange(start=0.0, \n", " stop=5,\n", " step=0.5)" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 110, - "metadata": {}, - "outputs": [], + "execution_count": 42, "source": [ "floris_uplifts, scada_uplift = ft.sweep_deflection_parameter_for_total_uplift(\n", " parameter = ['wake','wake_deflection_parameters','empirical_gauss','horizontal_deflection_gain_D'],\n", @@ -1132,72 +1189,72 @@ " test_turbines=[single_wake_idx],\n", " yaw_angles_wakesteering=yaw_angles,\n", ")" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 111, - "metadata": {}, + "execution_count": 43, + "source": [ + "floris_uplifts, scada_uplift" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ - "(array([4.64280975, 4.64087771, 4.63314467, 4.59437604, 4.55972772,\n", - " 4.51527998, 4.44636411, 4.37233955, 4.29937435]),\n", - " 4.515279982716216)" + "(array([ 2.70708529, 3.8230269 , 4.95112917, 6.0596434 , 7.09501249,\n", + " 8.0176898 , 8.80878072, 9.46234308, 9.95637503, 10.30159493]),\n", + " 8.808780718697383)" ] }, - "execution_count": 111, "metadata": {}, - "output_type": "execute_result" + "execution_count": 43 } ], - "source": [ - "floris_uplifts, scada_uplift" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 112, - "metadata": {}, + "execution_count": 44, + "source": [ + "\n", + "fig, ax = plt.subplots()\n", + "best_param = ft.select_best_velocity_parameter(floris_uplifts, \n", + " scada_uplift,\n", + " hor_def_gains, \n", + " ax=ax)\n", + "ax.set_xlabel('Hor Def Parameter')\n", + "ax.set_ylabel('Percent Uplift')" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ "Text(0, 0.5, 'Percent Uplift')" ] }, - "execution_count": 112, "metadata": {}, - "output_type": "execute_result" + "execution_count": 44 }, { + "output_type": "display_data", "data": { - "image/png": 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", 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S+hAD5j6bzexT7Nw5Wy4zLV26lODgYMBc6qFUqVIsXbo09VbwL7/8EqfTyfTp01PnuZk5cyaFChVi/fr1NGjQgJiYGDp27EjFihUBuOWWW1LPHxwcnNrTcj179uxJrQWgWrVqbNmyJc1zQkND8ff3JzAwUHediYjXSU6GxYvNy0c//HB5f5Mm5q/6e+4hzWy7knP0tmfV99/j8/ffV3/cMMyRXd9/b66f7mbNmzdn6tSpAPz777988MEHtGvXji1btlC+fHl27drFoUOHKFiwYJrjEhMT+eOPP2jdujV9+vShTZs2REZG0qpVK+6//35KlSrlci1Vq1ZlyZIlqdsZzeMjIuKNzp+H6dNhyhRzUUYwA0v37vDMM3DrrZaWJyjIZF10tHuf56KgoCAqVaqUuj19+nRCQ0P5+OOPGT16NHFxcdSvX58vvvgi3bEpl3RmzpzJ008/zYoVK/jyyy959dVXiYqKolGjRi7V4u/vn6YWERFv9/vv8O67MHs2xMeb+8LC4P/+zxwDU7q0tfXJZQoyWZXZnoss9HBkRcoMwxcvXgSgXr16fPnllxQvXvyaa1TUrVuXunXrMnToUBo3bsycOXNo1KgR/v7+OBwOt9aYHecUEXEXw4CoKHP8y7Jll/fXrGn2vvTsqUnrPJHGUmfVnXfiLF0a42rrLNls5uivO+/MlpdPSkri5MmTnDx5kv379/PUU08RFxfH3XffDcCDDz5IWFgYnTt35vvvv+fw4cOsX7+ep59+muPHj3P48GGGDh3KTz/9xF9//cWqVas4ePBg6jiZiIiI1Hl9zpw5k2ZF8ayKiIjg559/5siRI5w5c0arhouIR0hIgI8+gho1zLuMli0zf4XffTesWQO7dkHfvgoxnkpBJqt8fbk4frz5+X/DTMr2pEnZNp/MihUrKFWqFKVKlaJhw4Zs3bqVr7/+mmb/G48TGBjIxo0bKVeuHPfeey+33HILffv2JTExkZCQEAIDA/ntt9/o2rUrVapUoX///gwYMIDHH38cgK5du9K2bVuaN29OsWLFmDt37g3X/Pzzz+Pr60u1atUoVqyYJXPeiIikOH4chg41/8/5+OPw668QHAxPPw0HDsCSJdCiRfpf8eJZbIaR0W03uUdsbCyhoaEZLgOemJjI4cOHqVChgsuT7DmdTmJjYwlZvRqfZ581fyJShIebISYHbr3ObW6kTex2O8uWLaN9+/ZaFM8DqD08i9rjss2bzctHX39tzmcKUKECPPWUOR/MDc42kSlqj+u71t/vK2mMzI26917zvrscntlXREQyz26H+fPN/2P+/PPl/XfdZd4+fffd+rXtrRRk3MHXN1tusRYRkRtz9qw5/uX99825SgH8/c2Bu888A5lYUk48nIKMiIjkOvv2mZePPvvMXAsJoEQJePJJczxMiRLW1ifuoyAjIiK5gtNprm80ebJ5G3WKunXh2Wfh/vtB83XmPgoyIiLi1eLizInrJk+GgwfNfT4+0KWLOf7ljjt051FupiAjIiJe4/hxM6xUrmyufzRlirmEQEyM+XhoqLlw48CBEBFhaamSQxRkRETEK8yYAf37m5eQwOxlSZlApHJlc/Bu797mXDCSdyjIiIiIxzt+PG2IATPE3HknDBkC7dqZl5Mk71GQERERjxYdbV4uymhVk9df1+wXeZ3yq4iIeKSkJJgwAapUgZUr0z/u6wuVKuV8XeJZFGS81D///MMTTzxBuXLlCAgIoGTJkrRp04ZNmzalPmfHjh1069aNEiVKkD9/fipXrky/fv04cOBAuvO1adMGX19ftm7dmu6xPn36YLPZsNls+Pn5UaJECSIjI/nkk0+uuvDjtc4nInIthgGLFkG1avDSS+ZdSQ0bwssvX55919cXpk2DsmUtLVU8gIKMl+ratSs7duxg9uzZHDhwgCVLltCsWTPOnj0LwNKlS2nUqBFJSUl88cUX7N+/n88//5zQ0FCGDRuW5lxHjx7lxx9/ZODAgXzyyScZvl7btm2Jjo7myJEjLF++nObNm/PMM8/QsWNHkpOTXT6fiEhG9u6FyEhz5Zc//zRXffn0U/jxRxgzBo4cgXXrzH/79rW6WvEEGiPjhc6fP8/333/P+vXrueuuuwAoX748t912GwAJCQk88sgjtG/fnoULF6YeV6FCBRo2bMj58+fTnG/mzJl07NiRJ554gkaNGjFx4kQK/Ge9+pReH4AyZcpQr149GjVqRMuWLZk1axaPPfaYS+cTEbnS2bMwfDhMnWqOhQkIgOefN3tkrrwLqWxZ9cJIWuqRuYJhGMTHx1vy4coi5MHBwQQHB7No0SKSkpLSPb5y5UrOnDnDiy++mOHxhQoVSvM1z5w5k4ceeoibb76ZSpUq8c0332SqjhYtWlC7dm0WLFjglvOJSN5jt8N775m3T7//vhliunaF/fth9GjdSi3Xpx6ZKyQkJBBs0U9NXFwcQUFBmXpuvnz5mDVrFv369ePDDz+kXr163HXXXfTo0YNatWpx8H9TW958883XPdfq1atJSEigTZs2ADz00EPMmDGDhx9+OFO13Hzzzezevdtt5xORvCMqypx599dfze1atczZeXUXkrhCPTJeqmvXrvz9998sWbKEtm3bsn79eurVq8esWbNc6t355JNP6N69O/nymZn2gQceYNOmTfzxxx+ZOt4wDGxXzP19o+cTkdzv4EHo1AlatzZDTNGi8OGHsH27Qoy4Tj0yVwgMDCQuLi5Tz3U6ncTGxhISEoKPG2ZhCgwMdPmY/PnzExkZSWRkJMOGDeOxxx5j+PDhTJo0CYDffvuNxo0bX/X4c+fOsXDhQux2O1OnTk3d73A4+OSTTxgzZsx1a9i/fz8VKlRw2/lEJPeKjTUvF02aZF5SypfPXErgtdegcGGrqxNvpSBzBZvNlunLO06nE4fDQVBQkFuCjDtUq1aNRYsW0bp1a8LCwnjjjTfSDPZNcf78eQoVKsQXX3xB2bJlWbRoUZrHV61axdtvv83rr7+Ob8q9jhlYu3Yte/bs4dlnnwW44fOJSO7kcMCsWebt06dPm/vatYOJEyETV8BFrklBxgudPXuWbt268eijj1KrVi0KFizIL7/8whtvvEHnzp0JCgpi+vTpdOvWjU6dOvH0009TqVIlzpw5w1dffcXRo0eZN28eM2bM4L777qNGjRppzh8eHs7QoUNZsWIFHTp0ACApKYmTJ0/icDg4deoUK1asYNy4cXTs2JFevXoBuHQ+EckbfvjBXANp+3Zzu0oVeOcdaN/e2rok9/CMrgRxSXBwMA0bNuSdd96hadOm1KhRg2HDhtGvXz+mTJkCQOfOnfnxxx/x8/OjZ8+e3HzzzTzwwAPExMQwevRotm3bxq5du+jatWu684eGhtKyZUtmzJiRum/FihWUKlWKiIgI2rZty7p163j33XdZvHgxvr6+Lp9PRHK3o0fhgQfMtZC2bzdXpZ44EfbsUYgR91KPjBcKCAhg3LhxjBs37prPa9CgAfPnz7/q49caFLxs2bLUz2fNmsWsWbOu+Vr169fP9PlEJPdKSIA33jA/Ll40V6ju1w9GjYLixa2uTnIjBRkREblhhgFffgkvvGCuVA1w113mwN46daysTHI7BRkREbkh27aZ42BSlnorXx7eesuc2O6K2RlEsoXGyIiISJacPGmud3TrrWaICQw0LyHt3w/33acQIzlDPTIiIuKSpCRzBt7Ro+HCBXPfQw/B+PFQpoy1tUne4/E9MhcuXGDQoEGUL1+eAgUK0KRJE7Zu3erW13BlJlzJXmoLEc9lGLBkCVSvDkOGmCHmttvgp5/gs88UYsQaHh9kHnvsMaKiovjss8/Ys2cPrVu3plWrVpw4ceKGz+3n5weYayyJZ7h06RKAJs4T8TD79kGbNtC5M/zxB5QqBbNnmyGmUSOrq5O8zKMvLV28eJH58+ezePFimjZtCsCIESP49ttvmTp1KqNHj76h8/v6+lKoUCFO/2+qycDAwDTrBl2L0+nk0qVLJCYmeszMvt7O6XTyzz//EBgYmLpWk4hY69w5GD4cpk41Z+j194fnnoOhQ6FgQaurE/HwIJOcnIzD4SB//vxp9hcoUIAffvghw2OSkpJISkpK3Y6NjQXAbrdjt9vTPb9o0aKps9W6wjAMEhMTyZ8/f6bDj1yfj48PpUuXJjk52eVjU9o3o3aWnKf28CyutkdyMnz8sQ8jR/pw7pz5O65LFyfjxzu46aaUc2ZLqXmCfj6uL7Pvjc3w8EEJTZo0wd/fnzlz5lCiRAnmzp1L7969qVSpEr///nu6548YMYKRI0em2z9nzpxrLsxos9l0OcNihmHgcDisLkMkz9u1qxgzZtTg6NEQAMqXj6Fv373UqnXG4sokL0lISKBnz57ExMQQEhJy1ed5fJD5448/ePTRR9m4cSO+vr7Uq1ePKlWqsG3bNvbv35/u+Rn1yISHh3PmzJlrvhGustvtREVFERkZmTrWRqylNvEsag/Pkpn2OHQIhgzx5dtvzcvlRYsajBjhpG9fJ7ra6176+bi+2NhYwsLCrhtkPP5bs2LFimzYsIH4+HhiY2MpVaoU3bt356aUvs3/CAgIICAgIN1+Pz+/bPlmya7zStapTTyL2sOzZNQeFy7AmDHmYo6XLkG+fDBgAAwfbqNwYV9AvdXZRT8fV5fZ98VrRqkGBQVRqlQp/v33X1auXEnnzp2tLklExDs4HOYy1GD++79LuE4nzJwJlSvDhAlmiGnTBnbvNpcWKFzYupJFMsvjg8zKlStZsWIFhw8fJioqiubNm3PzzTfzyCOPWF2aiIjnW7AAIiKgQwdzu0MHiIhg09j13HYbPPoonDplhpmlS2H5crjlFksrFnGJx19aiomJYejQoRw/fpwiRYrQtWtXxowZo644EZHrWbDAXCvAMDievxJ79oQR5qjP+8efYO4rzQAICYHXXoOnnjJvrRbxNh4fZO6//37uv//+Gz5PfHy8W+9KstvtJCYmEh8fr1DlIdQmnkXtYTGHw0wnhsFsHmZg4hSMYb7AcsAGXKBP4Ne8tv0+ipf0xW7X7dQ5ST8f1xcfH5+p53n8XUs3KjY2ltDQUKvLEBERkSy43l1LHj9GRkRERORqPP7Skrv8/fffbp9HZuXKlbRp00bdgh5CbeJZ1B7W+u2LX+j7uC+7qJvuMR+S2c8tlCEali2D/y0BIzlHPx/XFxsbS+nSpa/7vDwTZIKCgggKCnLb+ex2O/nz5ycoKEjfhB5CbeJZ1B7WMAyYMgVefLEpidgowlm68yUf0R8H+fAlmWk8TRXbSSgbDq1bg2Y1z3H6+bi+zM70rktLIiK5xN9/Q9u28PTTkJhoo23dk+ylJh/YBnIw/y2MGvUDB/PfQl/bTPOASZMUYsTrKciIiOQC33wDNWvCqlWQP7/ZK7NsW0lKzZ8CZcpQ1naCmjXPUtZ2AsqWNQ+4916ryxa5YXnm0pKISG4UE2P2wHz6qbldvz58/jncfPP/nnDvvdC5M2zcCLGx8N135pgY9cRILqEeGRERL7VxI9SubYYYHx945RX48ccrQkwKX1+44w7z8zvuUIiRXEU9MiIiXiYpyZyN9803zcG9N90En30GTZpYXZlIzlOQERHxIvv2wYMPwq5d5nbfvuaq1QULWluXiFV0aUlExAs4neZNRvXrmyEmLAwWLoTp0xViJG9Tj4yIiIc7fhz69IE1a8ztDh3MAFOypKVliXgE9ciIiHiwefPM26rXrIHAQPjwQ/j2W4UYkRTqkRER8UDnz8OAATBnjrl9223mgN4qVSwtS8TjqEdGRMTDrF1r9sLMmWPeKT18OPzwg0KMSEbUIyMi4iESE825YCZONLcrVTInt2vY0Nq6RDyZgoyIiAfYvRseegj27DG3+/eHt9+G4GBr6xLxdLq0JCJiIacT3noLbr3VDDHFi8OSJTBtmkKMSGaoR0ZExCJ//WXeVr1+vbndqRN8/LEZZkQkc9QjIyKSwwzDHPtSq5YZYoKCzACzaJFCjIir1CMjIpKDzp2DJ56Ar74ytxs1Mm+rrlTJ2rpEvJV6ZEREcsjq1eZt1V99Zd5WPWoUfP+9QozIjVCPjIhINrt4EYYOhcmTze0qVcxLS7feam1dIrmBgoyISDbascO8rfrXX83tJ5+EN980lxsQkRunS0siItnA4YDx483J7H791VwbadkyeP99hRgRd1KPjIiImx0+DL16mcsKANxzD3z0EYSFWVuXSG6kHhkRETcxDJg1C2rXNkNMcDDMnAnz5yvEiGQX9ciIiLjBmTPw+OOwYIG5ffvt5m3VFSpYW5dIbqceGRGRG7RihXlb9YIFkC8fjB0LGzYoxIjkBPXIiIhkUUICvPACfPCBuX3LLeZt1fXqWVuXSF6iHhkRkSzYts0MLCkh5qmnLu8TkZyjICMi4oLkZBg92lxa4PffoVQpWLkS3n0XChSwujqRvEeXlkREMumPP+Dhh+Gnn8ztbt1g6lQoWtTaukTyMo/ukXE4HAwbNowKFSpQoEABKlasyKhRozAMw+rSRCSPOH4c1q41Z+OtU8cMMSEh8Omn8OWXCjEiVvPoHpkJEyYwdepUZs+eTfXq1fnll1945JFHCA0N5emnn7a6PBHJ5WbMgP79wem8vK9pUzPElC9vXV0icplHB5kff/yRzp0706FDBwAiIiKYO3cuW7ZssbgyEcntjh9PH2JsNoUYEU/j0UGmSZMmfPTRRxw4cIAqVaqwa9cufvjhByZOnHjVY5KSkkhKSkrdjo2NBcBut2O3291WW8q53HlOuTFqE8/i7e3xzjs+OJ2+afYZBhw8mEzp0t53edvb2yO3UXtcX2bfG5vhwQNOnE4nL7/8Mm+88Qa+vr44HA7GjBnD0KFDr3rMiBEjGDlyZLr9c+bMIVArtYnIdTgcNmbOrM7SpRXTPebj4+Sjj6IIC0u0oDKRvCUhIYGePXsSExNDSEjIVZ/n0UFm3rx5vPDCC7z55ptUr16dnTt3MmjQICZOnEjv3r0zPCajHpnw8HDOnDlzzTfCVXa7naioKCIjI/Hz83PbeSXr1CaexRvb4+xZ6NnTl3XrzPsgOnZ0sny5DYfDhq+vwQcfOHjkEY/9lXlN3tgeuZna4/piY2MJCwu7bpDx6EtLL7zwAi+99BI9evQAoGbNmvz111+MGzfuqkEmICCAgICAdPv9/Pyy5Zslu84rWac28Sze0h5790LnzvDnnxAUZK6TdM89Phw/DocOQaVKNsqW9ehfmZniLe2RV6g9ri6z74tH/1QmJCTg45P2DnFfX1+cV46+ExG5QQsXmvPDxMeb6yMtXmyunQRQtqz5ISKeyaODzN13382YMWMoV64c1atXZ8eOHUycOJFHH33U6tJEJBdwOs1ZeocPN7dbtICvvtLcMCLexKODzHvvvcewYcN48sknOX36NKVLl+bxxx/ntddes7o0EfFycXHQpw/Mn29uP/UUvP02qJdfxLt4dJApWLAgkyZNYtKkSVaXIiK5yOHD0KUL7N5tBpepU6FvX6urEpGs8OggIyLibuvWmWsknT0LJUrAggXQpInVVYlIVnn0WksiIu5iGPD++xAZaYaY+vXhl18UYkS8nYKMiOR6ly6Zyw0MHAgOB/TsCd9/r7uRRHIDXVoSkVzt1Cno2hU2bTLXSpowAZ5/3vxcRLyfgoyI5FrbtpmDeo8fh9BQmDsX2rWzuioRcSddWhKRXGnuXLjjDjPEVK0KP/+sECOSGynIiEiu4nDA0KHmOJjERGjf3gwxVataXZmIZAddWhKRXCMmxgwwy5aZ20OGwJgx4OtrbV0ikn0UZEQkVzhwADp1gt9/h/z5YcYMM9SISO6mICMiXm/FCujRw+yRKVsWFi0y54kRkdxPY2RExGsZBrz5JnToYIaYJk1g61aFGJG8REFGRLzSxYvw8MPw4ovmKtaPPQZr10LJklZXJiI5SZeWRMTrHD8O99xjLjHg6wuTJ8OTT2qSO5G8SEFGRLzKjz/CvfeaM/YWLQpffw3Nm1tdlYhYxeVLSxs3biQ5OTnd/uTkZDZu3OiWokREMvLJJ2ZoOXUKatY0x8MoxIjkbS4HmebNm3Pu3Ll0+2NiYmiu3ygikg2Sk+GZZ6BvX3MByHvvNXtmKlSwujIRsZrLQcYwDGwZXIg+e/YsQUFBbilKRCTF2bPQpg28+665PXKkeTkpONjaukTEM2R6jMy9994LgM1mo0+fPgQEBKQ+5nA42L17N02aNHF/hSKSZ+3ZA507w+HDEBQEn31mDvIVEUmR6SATGhoKmD0yBQsWpECBAqmP+fv706hRI/r16+f+CkUkT1q40Ly9Oj7evIS0eLE5LkZE5EqZCjKDBw9mypQpBAUFceTIEaZPn06w+nVFJBs4nTB6NAwfbm63aAFffWXeoSQi8l+ZGiPz3nvvERcXB5h3LSUkJGRrUSKSN8XFwf33Xw4xTz9tLj+gECMiV5OpHpmIiAjeffddWrdujWEY/PTTTxQuXDjD5zZt2tStBYpI3nD4sDkeZs8e8PODDz+ERx+1uioR8XSZCjJvvvkm//d//8e4ceOw2Wzcc5XRdjabDYfD4dYCRST3W7cOunUz71AqUQIWLDDXTRIRuZ5MXVrq0qULJ0+eJDY2FsMw+P333/n333/TfWQ0v4yIyNUYBkyZApGRZoipX99cdkAhRkQyy6UlCoKDg1m3bh0VKlQgXz6tbiAiWXfpEgwYANOnm9s9e5qfX3FDpIjIdWUqjcTGxhISEgJA3bp1rznYN+V5IiJXc+oUdO0KmzaZCz1OmADPP69FH0XEdZkKMoULFyY6OprixYtTqFChDGf2TZnxV2NkRORatm2DLl3MFaxDQ2HuXGjXzuqqRMRbZSrIrF27liJFigCwbt26bC1IRHKvuXPNO5ESE6FqVXOSu6pVra5KRLxZpoLMXXfdleHnIiKZ4XDAK6+Yl5AA2reHOXPMHhkRkRuRqSCze/fuTJ+wVq1aWS5GRHKfmBjo3RuWLTO3hwyBMWPA19faukQkd8hUkKlTpw42mw3DMK75PI2REZEUx4/DunVlefbZfBw+DPnzw4wZ5t1JIiLukqkgc/jw4eyuQ0RykRkzoF+/fBhGfQAKF4aoKHOeGBERd8pUkClfvnx21yEiucTx49CvHxjG5bsbY2PNGXtFRNwtUzP7/tfvv//OwIEDadmyJS1btmTgwIH8/vvv7q4NMNd5stls6T4GDBiQLa8nIllnGDBihPnvlRwOOHTIkpJEJJdzOcjMnz+fGjVqsG3bNmrXrk3t2rXZvn07NWrUYP78+W4vcOvWrURHR6d+REVFAdCtWze3v5aIZJ3TCYMHm5eV/svXFypVyvmaRCT3c3mdgRdffJGhQ4fy+uuvp9k/fPhwXnzxRbp27eq24gCKFSuWZnv8+PFUrFhRt4GLeBC7HR55BL74wtzu3h2++cbA4bDh62swbZqNsmWtrVFEcieXg0x0dDS9evVKt/+hhx7izTffdEtRV3Pp0iU+//xzBg8enOHswgBJSUkkJSWlbsfGxgJgt9ux2+1uqyXlXO48p9wYtYk14uPhgQd8WbHCh3z5DKZPd9Czp8GoUcl8+eU2unevT0REPtQs1tLPh2dRe1xfZt8bl4NMs2bN+P7776n0n37iH374gTvvvNPV07lk0aJFnD9/nj59+lz1OePGjWPkyJHp9q9atYrAwEC315RyqUs8h9ok51y44Mfo0Y34/fci+PsnM2TIVgoVOp06Z0zNmvDrr6v49Vdr65TL9PPhWdQeV3etdR2vZDOuNznMf3z44Ye89tpr3H///TRq1AiAzZs38/XXXzNy5EhKly6d+txOnTq5curratOmDf7+/nz77bdXfU5GPTLh4eGcOXPGrQta2u12oqKiiIyMxM/Pz23nlaxTm+Ss48ehQ4d87N9vo3Bhg8WLHTRqdPnXidrDs6g9PIva4/piY2MJCwsjJibmmn+/Xe6RefLJJwH44IMP+OCDDzJ8DNw/Od5ff/3F6tWrWbBgwTWfFxAQQEBAQLr9fn5+2fLNkl3nlaxTm2S/336D1q3h2DEoUwZWrrRRvXrGv07UHp5F7eFZ1B5Xl9n3xeUg43Q6XS7GHWbOnEnx4sXp0KGDJa8vIqYtW8y1ks6eNRd8XLUKypWzuioRyauyNI9MTnM6ncycOZPevXuTL5/L2UtE3CQqClq0MEPMrbfCDz8oxIiItTKdCgYPHpzh/tDQUKpUqcK9996b4SUdd1i9ejVHjx7l0UcfzZbzi8j1ffklPPyweat1ZCQsWADBwVZXJSJ5XaaDzI4dOzLcf/78eQ4dOsSwYcNYu3Yt5bLhv2etW7e+7oKVIpJ93n8fnnrKnLG3e3eYPRuy6f8tIiIuyXSQWbdu3VUfi42N5cEHH+Sll15izpw5bilMRKyXsuRAyvyXAwbA5MnmTL0iIp7ALWNkQkJCGDZsGJs2bXLH6UTEAzgcZnBJCTEjR8J77ynEiIhncdvI2bCwMM6dO+eu04mIhZKSzPEwX38NNpt5aemJJ6yuSkQkPbcFmc2bN1OxYkV3nU5ELHLhAtxzD6xZA35+5vpJWqNVRDxVpoPM7t27M9wfExPDtm3bGDt2LMOHD3dbYSKS8/75B9q1g23bzDuSFi6EVq2srkpE5OoyHWTq1KmDzWbL8O6hsLAwBg8enGZmXxHxLkeOQJs2cOAAhIXB8uXQoIHVVYmIXFumg8zhw4cz3B8SEkLhwoXdVpCI5Ly9e80Q8/ffUL68OVtvlSpWVyUicn2ZDjLly5fPzjpExCKbNkHHjnD+PFSvDitXmusniYh4A69YokBEssd335mz9J4/D02awMaNCjEi4l0UZETyqE8/hc6d4eJF6NDBXEepSBGrqxIRcY2CjEgeNHEi9O5tTnr38MPm3UmBgVZXJSLiOgUZkTzEMOCll+C558ztwYNh1ixzvhgREW/kcpC56aabOHv2bLr958+f56abbnJLUSLifsnJ8NhjMGGCuT1hArz1FvjovzMi4sVcntn3yJEjOByOdPuTkpI4ceKEW4oSEfe6eBF69IAlS8zg8vHH8OijVlclInLjMh1klixZkvr5ypUrCQ0NTd12OBysWbOGiIgItxYnIjfu/Hno1Am+/x4CAuDLL81BviIiuUGmg0yXLl0AsNls9O7dO81jfn5+RERE8Pbbb7u1OBG5MdHR0LYt7N4NISHw7bfQtKnVVYmIuE+mg4zT6QSgQoUKbN26lbCwsGwrSkRu3B9/QOvW8OefUKKEOdFd7dpWVyUi4l4uj5G52lIFIuI5duwwF388dQoqVjSXHNBYfBHJjVwOMgBr1qxhzZo1nD59OrWnJsUnn3zilsJEJGvWrzfHwMTGQp065uKPJUtaXZWISPZwOciMHDmS119/nQYNGlCqVClsNlt21CUiWbBwITzwACQlwV13weLFcMW4fBGRXMflIPPhhx8ya9YsHn744eyoR0SyaPp0ePxxcDqhSxeYOxfy57e6KhGR7OXyVFiXLl2iSZMm2VGLiGSBYcC4cdCvnxliHnsMvv5aIUZE8gaXg8xjjz3GnDlzsqMWEXGR02kuM/Dyy+b2yy/DRx9BviyNfhMR8T4u/7pLTEzko48+YvXq1dSqVQu//yzSMnHiRLcVJyJXZ7fDI4/AF1+Y2++8A4MGWVqSiEiOcznI7N69mzp16gCwd+/eNI9p4K9IzoiPh27dzDuS8uUzF3588EGrqxIRyXkuB5l169ZlRx0ikknnzkGHDrB5MxQoAPPnm3PGiIjkRVle9/bQoUOsXLmSixcvAmAYhtuKEpGMHT8Od95phpjChWHNGoUYEcnbXA4yZ8+epWXLllSpUoX27dsTHR0NQN++fXnuuefcXqCImH77DZo0gV9/hTJlzEUgGze2uioREWu5HGSeffZZ/Pz8OHr0KIGBgan7u3fvzooVK9xanIiYtmyBO+6AY8egalX48UeoXt3qqkRErOfyGJlVq1axcuVKypYtm2Z/5cqV+euvv9xWmIiYoqLgnnvMAb633grLloHWbBURMbncIxMfH5+mJybFuXPnCAgIcEtRImL68ktzYG98PERGwtq1CjEiIldyOcjceeedfPrpp6nbNpsNp9PJG2+8QfPmzd1anEhe9v775rpJdjt07w7ffgvBwVZXJSLiWVy+tPTGG2/QsmVLfvnlFy5dusSLL77Ivn37OHfuHJs2bcqOGkXylGPH4JVX4LPPzO0BA2DyZPD1tbYuERFP5HKPTI0aNThw4AB33HEHnTt3Jj4+nnvvvZcdO3ZQsWLF7KhRJM/4+GMoX/5yiOnUCd57TyFGRORqsrQiS2hoKK+88oq7a8nQiRMnGDJkCMuXLychIYFKlSoxc+ZMGjRokCOvL5JT/voL+vdPu++77+DECfjP2HoREfkfl3tkZs6cyddff51u/9dff83s2bPdUlSKf//9l9tvvx0/Pz+WL1/Or7/+yttvv03hwoXd+joiVktONtdN+i+HAw4dyvl6RES8hcs9MuPGjWPatGnp9hcvXpz+/fvTu3dvtxQGMGHCBMLDw5k5c2bqvgoVKlzzmKSkJJKSklK3Y2NjAbDb7djtdrfVlnIud55Tboy3tondDg8/7Mu6dT6AAVxes8zX16B8+WS87EsCvLc9ciu1h2dRe1xfZt8bm+Hi2gL58+fnt99+IyIiIs3+I0eOcMstt6QuWeAO1apVo02bNhw/fpwNGzZQpkwZnnzySfr163fVY0aMGMHIkSPT7Z8zZ06Gt42LWMlut/HWW7fy88+lyJfPQevWR1ixogJOpw8+Pk6eeGIXkZFHrS5TRCTHJSQk0LNnT2JiYggJCbnq81wOMuXKlWPKlCl06tQpzf7FixczYMAAjh8/nrWKM5A/f34ABg8eTLdu3di6dSvPPPMMH3744VV7fjLqkQkPD+fMmTPXfCNcZbfbiYqKIjIyEj8/P7edV7LO29okMRF69PBl2TIfAgIMvv7aQdu2BsePwx9/2KhY0fDqsTHe1h65ndrDs6g9ri82NpawsLDrBhmXLy098MADPP300xQsWJCmTZsCsGHDBp555hl69OiR9Yoz4HQ6adCgAWPHjgWgbt267N2795pBJiAgIMOJ+fz8/LLlmyW7zitZ5w1tcvEidOsGK1dC/vywZImNyEjzx7FCBfMjt/CG9shL1B6eRe1xdZl9X1wOMqNGjeLIkSO0bNmSfPnMw51OJ7169UoNHO5SqlQpqlWrlmbfLbfcwvz58936OiI5KSHBvK16zRoIDISlS0FzSYqIZI1LQcYwDE6ePMmsWbMYPXo0O3fupECBAtSsWZPy5cu7vbjbb7+d33//Pc2+AwcOZMtrieSEuDjo2BE2bDBn6V22DO680+qqRES8l8tBplKlSuzbt4/KlStTuXLl7KoLMFfabtKkCWPHjuX+++9ny5YtfPTRR3z00UfZ+roi2SE2Ftq3h02bICQEli+HJk2srkpExLu5NI+Mj48PlStX5uzZs9lVTxq33norCxcuZO7cudSoUYNRo0YxadIkHnzwwRx5fRF3OX8e2rQxQ0yhQuaK1goxIiI3zuUxMuPHj+eFF15g6tSp1KhRIztqSqNjx4507Ngx219HJLucO2eGmF9+gSJFzBBTr57VVYmI5A4uB5levXqRkJBA7dq18ff3p0CBAmkeP3funNuKE/F2Z85AZCTs3AlhYbB6NdSubXVVIiK5h8tBZtKkSdlQhkjuc/o0tGoFe/ZA8eLmXUo50IkpIpKnuBxk3LkEgUhudfIktGwJv/4KJUvC2rVwyy1WVyUikvu4vGgkwB9//MGrr77KAw88wOnTpwFYvnw5+/btc2txIt7o77+hWTMzxJQpY95qrRAjIpI9XA4yGzZsoGbNmvz8888sWLCAuLg4AHbt2sXw4cPdXqCINzl2DO66C37/HcqVM0NMlSpWVyUiknu5HGReeuklRo8eTVRUFP7+/qn7W7RowebNm91anIg3OXLEDDGHDkFEhBliKla0uioRkdzN5SCzZ88e7rnnnnT7ixcvzpkzZ9xSlIi3+fNPM8QcPmyGl40bzTAjIiLZy+UgU6hQIaKjo9Pt37FjB2XKlHFLUSLe5OBBaNoUjh41LyNt2ADh4VZXJSKSN7gcZHr06MGQIUM4efIkNpsNp9PJpk2beP755+nVq1d21CjisX77zeyJOXHCHNC7YYM5wFdERHKGy0Fm7Nix3HzzzYSHhxMXF0e1atVo2rQpTZo04dVXX82OGkU80r59ZoiJjoaaNWH9evNWaxERyTkuzyPj7+/Pxx9/zGuvvcaePXuIi4ujbt262b6ApIgn2bXLnOzuzBmoU8dcdiAszOqqRETynkwHGafTyZtvvsmSJUu4dOkSLVu2ZPjw4emWKBDJ7bZvN5cdOHcO6teHVavMNZRERCTnZfrS0pgxY3j55ZcJDg6mTJkyTJ48mQEDBmRnbSIeZ+tWc8bec+egYUNz7SSFGBER62Q6yHz66ad88MEHrFy5kkWLFvHtt9/yxRdf4HQ6s7M+EY/x00/m5aTz56FJE7MnplAhq6sSEcnbMh1kjh49Svv27VO3W7Vqhc1m4++//86WwkQ8yQ8/QOvWEBtr3mq9ciWEhFhdlYiIZDrIJCcnkz9//jT7/Pz8sNvtbi9KxJOsXw9t2kBcHLRoAcuWQXCw1VWJiAi4MNjXMAz69OlDQEBA6r7ExET+7//+j6CgoNR9CxYscG+FIhZavRo6dYKLF80emUWLQOPbRUQ8R6aDTO/evdPte+ihh9xajIgnWbECunSBpCRo3x7mz4f/dEqKiIjFMh1kZs6cmZ11iHiUb7+F++6DS5egc2f48ku4ojNSREQ8hMsz+4rkdgsXQteuZojp2hW++kohRkTEUynIiFzh66+hWzew26F7d5g7F/z9ra5KRESuRkFG5H/mzIEePcDhgIcegs8/Bz8/q6sSEZFrUZARAT79FB5+GJxO6NMHZs2CfC6vRCYiIjlNQUbyvBkzzPDidEK/fua2r6/VVYmISGYoyEie9uGH8NhjYBjw5JPmto9+KkREvIZ+ZUue9d578MQT5ufPPANTpijEiIh4G/3aljxp4kR4+mnz8xdegHfeAZvN2ppERMR1CjKS50yYAM89Z37+8svmtkKMiIh3UpCRPGXUKHjpJfPzESNg9GiFGBERb6YbTCVPMAwYPtwMMmAGmFdesbYmERG5cQoykusZhnkJafx4c/uNN8xxMSIi4v0UZCRXMwwztLz9trn9zjswaJClJYmIiBspyEiuZRhmaHn3XXN7yhQYMMDSkkRExM08erDviBEjsNlsaT5uvvlmq8sSL+B0mqElJcRMm6YQIyKSG3l8j0z16tVZvXp16nY+LYAj1+F0mrP0Tp9u3pE0YwY88ojVVYmISHbw+FSQL18+SpYsmennJyUlkZSUlLodGxsLgN1ux263u62ulHO585xyY+x2Ow4H9O1r44svwMfHYMYMBw8+aKBmynn6GfEsag/Pova4vsy+Nx4fZA4ePEjp0qXJnz8/jRs3Zty4cZQrV+6qzx83bhwjR45Mt3/VqlUEBga6vb6oqCi3n1Oy5vTpAkyZ0pjdu/Ph4+Pk2We3U7jwCZYts7qyvE0/I55F7eFZ1B5Xl5CQkKnn2QzDMLK5lixbvnw5cXFxVK1alejoaEaOHMmJEyfYu3cvBQsWzPCYjHpkwsPDOXPmDCEhIW6rzW63ExUVRWRkJH5+fm47r2TN9Ok2nnzSF7ABBv37O5kyxWl1WXmafkY8i9rDs6g9ri82NpawsDBiYmKu+ffbo3tk2rVrl/p5rVq1aNiwIeXLl+err76ib9++GR4TEBBAQEBAuv1+fn7Z8s2SXeeVzDt82BwTc5mNGTN8GTbMl7JlrapKUuhnxLOoPTyL2uPqMvu+ePRdS/9VqFAhqlSpwqFDh6wuRTyE3Q69e6ff73CAvk1ERHI/rwoycXFx/PHHH5QqVcrqUsQDXLoE3bvD99+nf8zXFypVyvmaREQkZ3l0kHn++efZsGEDR44c4ccff+See+7B19eXBx54wOrSxGIpIWbhQvD3h6efBl9fc7iXr6/BtGnospKISB7g0WNkjh8/zgMPPMDZs2cpVqwYd9xxB5s3b6ZYsWJWlyYWunQJ7r8fFi+GgAAzzLRrB4MGJfPFFz/z4IMNqVBB15xFRPICjw4y8+bNs7oE8TD/DTGLFkHbtuZjZctCzZpn1RMjIpKHeHSQEbnSf0PM4sXQpo3VVYmIiJUUZMQrXLoE3brBkiUKMSIicplHD/YVAUhKgvvuM0NM/vzmvwoxIiIC6pERD5cSYpYuvRxiIiOtrkpERDyFgox4rKQk6NoVvvvODDHffgutWlldlYiIeBJdWhKPpBAjIiKZoSAjHicxEe691wwxBQqYl5UUYkREJCO6tCQeJSXELF9+OcS0aGF1VSIi4qkUZMRjJCbCPffAihUKMSIikjkKMuIR/htivvsOmje3uioREfF0CjJiucRE6NIFVq6EwEAzxDRrZnVVIiLiDRRkxFIXL5ohZtUqM8QsWwZ33WV1VSIi4i0UZMQyFy9C584QFaUQIyIiWaPbr8USV4aYoCDzLiWFGBERcZV6ZCTHJSSYIWb16ssh5s47ra5KRES8kYKM5KiEBOjUCdasUYgREZEbpyAjOSYhAe6+G9auheBgM8TccYfVVYmIiDdTkJEc8d8Qs2IF3H671VWJiIi302BfyXbx8dCxo0KMiIi4n3pkJFulhJj166FgQTPENGlidVUiIpJbKMhItvlviFm5Eho3troqERHJTRRkJFvEx0OHDrBhg0KMiIhkH42REbeLi4P27c0QExJiLj+gECMiItlBPTLiVikh5vvvL4eYhg2trkpERHIr9ciI2yjEiIhITlOQEbe4cAHatTNDTGiouYaSQoyIiGQ3XVqSG5YSYjZtuhxibr3V6qpERCQvUI+M3BCFGBERsZKCjGRZbCy0bWuGmEKFzNWsFWJERCQn6dKSZElKiPnpp8shpn59q6sSEZG8Rj0y4rIrQ0zhwgoxIiJiHfXIiEtiYswQs3nz5RBTr57VVYmISF6lICOZFhMDbdrAzz8rxIiIiGfwqktL48ePx2azMWjQIKtLyXOuDDFFisCaNQoxIiJiPa/pkdm6dSvTpk2jVq1aVpeS55w/b4aYLVsuh5g6dayuSkRExEt6ZOLi4njwwQf5+OOPKVy4sNXl5Cnnz0Pr1goxIiLimbyiR2bAgAF06NCBVq1aMXr06Gs+NykpiaSkpNTt2NhYAOx2O3a73W01pZzLnef0NOfPQ/v2vvzyiw9FixqsWJFM9ergqV9yXmgTb6L28CxqD8+i9ri+zL43Hh9k5s2bx/bt29m6dWumnj9u3DhGjhyZbv+qVasIDAx0d3lERUW5/ZyeIC7OjxEjGnPoUGEKFkzi1Vd/5MSJWE6csLqy68utbeKt1B6eRe3hWdQeV5eQkJCp59kMwzCyuZYsO3bsGA0aNCAqKip1bEyzZs2oU6cOkyZNyvCYjHpkwsPDOXPmDCEhIW6rzW63ExUVRWRkJH5+fm47ryf4919o186X7dt9CAsze2K8YWhSbm4Tb6T28CxqD8+i9ri+2NhYwsLCiImJuebfb4/ukdm2bRunT5+m3hW3xzgcDjZu3MiUKVNISkrC19c3zTEBAQEEBASkO5efn1+2fLNk13mt8u+/0L49bN8OYWGwdq2NmjW96+vLbW3i7dQenkXt4VnUHleX2ffFo4NMy5Yt2bNnT5p9jzzyCDfffDNDhgxJF2Lkxpw7B5GRV4YYqFnT6qpERESuzqODTMGCBalRo0aafUFBQRQtWjTdfrkx585Bq1awYwcUK2aGGL3FIiLi6bzi9mvJXnv2QMOGCjEiIuJ9PLpHJiPr16+3uoRcZfJkuHKi5IEDFWJERMR7qEcmD9u9O22IAXj9dTh+3JJyREREXKYgk0edPg1duqTf73DAoUM5Xo6IiEiWKMjkQadOQfPmcPhw+sd8faFSpZyvSUREJCsUZPKY6Gho1gx+/RXKlIExY8zwAua/06ZB2bKWligiIpJpXjfYV7LuxAlo0QIOHDDDyrp1Zu9Lr17m5aRKlRRiRETEuyjI5BHHj5uXkw4dgnLlzBBz003mY2XLKsCIiIh30qWlPODoUbjrLjPERETAhg2XQ4yIiIg3U5DJ5Y4cMUPMn3+a4WXDBjPMiIiI5AYKMrnYn3+aIebIEXP8y4YN5mUlERGR3EJBJpc6dMi8O+noUahSxQwxGgcjIiK5jYJMLnTggBlijh2Dm2+G9euhdGmrqxIREXE/BZlc5rffzBBz4gRUq2aGmFKlrK5KREQkeyjI5CK//mqGmOhoqFnTvMW6RAmrqxIREck+CjK5xN695jwxp05B7dqwdi0UL251VSIiItlLQSYX2L3bDDGnT0PdurBmDYSFWV2ViIhI9lOQ8XI7dpgh5swZaNDADDFFi1pdlYiISM5QkPFi27ZBy5Zw7hzcdhtERUHhwlZXJSIiknMUZLzU1q3QqhX8+y80bgyrVkGhQlZXJSIikrMUZLzQ5s1miDl/Hm6/HVauhNBQq6sSERHJeQoyXubHH6F1a4iNhaZNYcUKKFjQ6qpERESsoSDjRX74Adq0gQsXzAG+y5ZBcLDVVYmIiFhHQcZLbNgAbdtCXJx5WWnpUggKsroqERERaynIeIG1a6FdO4iPNy8rLVkCgYFWVyUiImI9BRkPFxUFHTrAxYtmj8zixVCggNVViYiIeAYFGQ+2YgXcfTckJpphZtEiyJ/f6qpEREQ8h4KMh1q2DDp3hqQk89/58yEgwOqqREREPIuCjAf69lu45x64dMn896uvFGJEREQyoiDjYRYtgq5dzRBz333w5Zfg7291VSIiIp5JQcaDzJ8P3bqB3Q49esDcueDnZ3VVIiIinktBxkN89RV07w7JyfDgg/DZZ5Avn9VViYiIeDYFGQ8wdy707AkOB/TqBbNnK8SIiIhkhoKMxT7/HB56yAwxjzwCn3wCvr5WVyUiIuIdFGQsNHu22QPjdMJjj8H06QoxIiIirvDoIDN16lRq1apFSEgIISEhNG7cmOXLl1tdllt88onZA2MY8H//B9OmgY9Ht4aIiIjn8eg/nWXLlmX8+PFs27aNX375hRYtWtC5c2f27dtndWk35KOPoG9fM8QMHAgffKAQIyIikhUePaT07rvvTrM9ZswYpk6dyubNm6levbpFVd2YqVPhySfNz595Bt55B2w2a2sSERHxVh4dZK7kcDj4+uuviY+Pp3Hjxld9XlJSEklJSanbsbGxANjtdux2u9vqSTmXK+d8/30fnn3WHAQzaJCDCROcJCe7raQ8LyttItlH7eFZ1B6eRe1xfZl9b2yGYRjZXMsN2bNnD40bNyYxMZHg4GDmzJlD+/btr/r8ESNGMHLkyHT758yZQ2BgYHaWek1LltzEJ5/UBOCeew7Sq9ev6okRERG5ioSEBHr27ElMTAwhISFXfZ7HB5lLly5x9OhRYmJi+Oabb5g+fTobNmygWrVqGT4/ox6Z8PBwzpw5c803wlV2u52oqCgiIyPxu870uxMn+vDSS2ZPzJAhDl5/3akQkw1caRPJfmoPz6L28Cxqj+uLjY0lLCzsukHG4y8t+fv7U6lSJQDq16/P1q1bmTx5MtOmTcvw+QEBAQRksMKin59ftnyzXO+8EybASy+Zn7/2GowY4YvNpnuss1N2tbVkjdrDs6g9PIva4+oy+7543b0yTqczTY+LJxsz5nKIGTnS/FBPjIiIiPt4dI/M0KFDadeuHeXKlePChQvMmTOH9evXs3LlSqtLu66RI2HECPPz0aPhlVcsLUdERCRX8uggc/r0aXr16kV0dDShoaHUqlWLlStXEhkZaXVpV2UYMHw4jBplbo8fD0OGWFuTiIhIbuXRQWbGjBlWl+ASw4BXX4WxY83tt96C556ztiYREZHczKODjDcxDHM8zBtvmNvvvAODBllakoiISK6nIOMGhgHPPw8TJ5rb771nLj0gIiIi2UtB5gYZhtnz8u675vYHH8ATT1hakoiISJ6hIJNFx4/D7t1hzJ/vw2efmfs++gj69bO2LhERkbxEQSYLZsyA/v3z4XTenmbfo49aWJSIiEge5HUT4lnt+HHo3x+czssz2/n4QOvWFhYlIiKSRynIuOjgQXA60+5zOuHQIWvqERERycsUZFxUubLZA3MlX1/433JQIiIikoMUZFxUtqw5qNfX11w03NfXYNo0c7+IiIjkLAWZLOjbFw4eTGbUqB84eDCZvn2trkhERCRvUpDJorJloWbNs+qJERERsZCCjIiIiHgtBRkRERHxWgoyIiIi4rUUZERERMRrKciIiIiI11KQEREREa+lICMiIiJeS0FGREREvJaCjIiIiHgtBRkRERHxWgoyIiIi4rXyWV1AdjMMc5Xq2NhYt57XbreTkJBAbGwsfn5+bj23ZI3axLOoPTyL2sOzqD2uL+Xvdsrf8avJ9UHmwoULAISHh1tciYiIiLjqwoULhIaGXvVxm3G9qOPlnE4nf//9NwULFsRms7ntvLGxsYSHh3Ps2DFCQkLcdl7JOrWJZ1F7eBa1h2dRe1yfYRhcuHCB0qVL4+Nz9ZEwub5HxsfHh7Jly2bb+UNCQvRN6GHUJp5F7eFZ1B6eRe1xbdfqiUmhwb4iIiLitRRkRERExGspyGRRQEAAw4cPJyAgwOpS5H/UJp5F7eFZ1B6eRe3hPrl+sK+IiIjkXuqREREREa+lICMiIiJeS0FGREREvJaCjIiIiHgtBZksev/994mIiCB//vw0bNiQLVu2WF1SnrVx40buvvtuSpcujc1mY9GiRVaXlGeNGzeOW2+9lYIFC1K8eHG6dOnC77//bnVZedrUqVOpVatW6sRrjRs3Zvny5VaXJf8zfvx4bDYbgwYNsroUr6UgkwVffvklgwcPZvjw4Wzfvp3atWvTpk0bTp8+bXVpeVJ8fDy1a9fm/ffft7qUPG/Dhg0MGDCAzZs3ExUVhd1up3Xr1sTHx1tdWp5VtmxZxo8fz7Zt2/jll19o0aIFnTt3Zt++fVaXludt3bqVadOmUatWLatL8Wq6/ToLGjZsyK233sqUKVMAcz2n8PBwnnrqKV566SWLq8vbbDYbCxcupEuXLlaXIsA///xD8eLF2bBhA02bNrW6HPmfIkWK8Oabb9K3b1+rS8mz4uLiqFevHh988AGjR4+mTp06TJo0yeqyvJJ6ZFx06dIltm3bRqtWrVL3+fj40KpVK3766ScLKxPxPDExMYD5h1Os53A4mDdvHvHx8TRu3NjqcvK0AQMG0KFDhzR/SyRrcv2ike525swZHA4HJUqUSLO/RIkS/PbbbxZVJeJ5nE4ngwYN4vbbb6dGjRpWl5On7dmzh8aNG5OYmEhwcDALFy6kWrVqVpeVZ82bN4/t27ezdetWq0vJFRRkRCRbDBgwgL179/LDDz9YXUqeV7VqVXbu3ElMTAzffPMNvXv3ZsOGDQozFjh27BjPPPMMUVFR5M+f3+pycgUFGReFhYXh6+vLqVOn0uw/deoUJUuWtKgqEc8ycOBAli5dysaNGylbtqzV5eR5/v7+VKpUCYD69euzdetWJk+ezLRp0yyuLO/Ztm0bp0+fpl69eqn7HA4HGzduZMqUKSQlJeHr62thhd5HY2Rc5O/vT/369VmzZk3qPqfTyZo1a3TNWfI8wzAYOHAgCxcuZO3atVSoUMHqkiQDTqeTpKQkq8vIk1q2bMmePXvYuXNn6keDBg148MEH2blzp0JMFqhHJgsGDx5M7969adCgAbfddhuTJk0iPj6eRx55xOrS8qS4uDgOHTqUun348GF27txJkSJFKFeunIWV5T0DBgxgzpw5LF68mIIFC3Ly5EkAQkNDKVCggMXV5U1Dhw6lXbt2lCtXjgsXLjBnzhzWr1/PypUrrS4tTypYsGC6MWNBQUEULVpUY8mySEEmC7p3784///zDa6+9xsmTJ6lTpw4rVqxINwBYcsYvv/xC8+bNU7cHDx4MQO/evZk1a5ZFVeVNU6dOBaBZs2Zp9s+cOZM+ffrkfEHC6dOn6dWrF9HR0YSGhlKrVi1WrlxJZGSk1aWJuIXmkRERERGvpTEyIiIi4rUUZERERMRrKciIiIiI11KQEREREa+lICMiIiJeS0FGREREvJaCjIiIiHgtBRkRERHxWgoyImK5jz76iPDwcHx8fJg0aZLV5YiIF1GQEfFyffr0oUuXLun2r1+/HpvNxvnz57PlNW02GzabDT8/P0qUKEFkZCSffPIJTqfTpXPFxsYycOBAhgwZwokTJ+jfv3+Gz0t5PZvNRmhoKLfffjtr1651x5djiVmzZlGoUCGryxDxegoyInJVly5duupjbdu2JTo6miNHjrB8+XKaN2/OM888Q8eOHUlOTs70axw9ehS73U6HDh0oVaoUgYGBV33uzJkziY6OZtOmTYSFhdGxY0f+/PNPl76mFNf62ryJw+FwOTyK5CYKMiJ5yPz586levToBAQFERETw9ttvp3k8IiKCUaNG0atXL0JCQq7aOwIQEBBAyZIlKVOmDPXq1ePll19m8eLFLF++PM1inefPn+exxx6jWLFihISE0KJFC3bt2gWYvRI1a9YE4KabbsJms3HkyJGrvmahQoUoWbIkNWrUYOrUqVy8eJGoqCjOnj3LAw88QJkyZQgMDKRmzZrMnTs3zbHNmjVj4MCBDBo0iLCwMNq0aQPAxIkTqVmzJkFBQYSHh/Pkk08SFxeXelxKz8nSpUupWrUqgYGB3HfffSQkJDB79mwiIiIoXLgwTz/9NA6HI/W4pKQknn/+ecqUKUNQUBANGzZk/fr1gNlb9sgjjxATE5PayzRixIjrHndlPUuWLKFatWoEBARw9OjRq75nIrmdgoxIHrFt2zbuv/9+evTowZ49exgxYgTDhg1Lt0L4W2+9Re3atdmxYwfDhg1z6TVatGhB7dq1WbBgQeq+bt26cfr0aZYvX862bduoV68eLVu25Ny5c3Tv3p3Vq1cDsGXLFqKjowkPD8/UaxUoUAAwe1YSExOpX78+3333HXv37qV///48/PDDbNmyJc0xs2fPxt/fn02bNvHhhx8C4OPjw7vvvsu+ffuYPXs2a9eu5cUXX0xzXEJCAu+++y7z5s1jxYoVrF+/nnvuuYdly5axbNkyPvvsM6ZNm8Y333yTeszAgQP56aefmDdvHrt376Zbt260bduWgwcP0qRJEyZNmkRISAjR0dFER0fz/PPPX/e4K+uZMGEC06dPZ9++fRQvXjyzTSSS+xgi4tV69+5t+Pr6GkFBQWk+8ufPbwDGv//+axiGYfTs2dOIjIxMc+wLL7xgVKtWLXW7fPnyRpcuXTL1mp07d87wse7duxu33HKLYRiG8f333xshISFGYmJimudUrFjRmDZtmmEYhrFjxw4DMA4fPnzN1wSMhQsXGoZhGPHx8caTTz5p+Pr6Grt27crw+R06dDCee+651O277rrLqFu37nW/tq+//tooWrRo6vbMmTMNwDh06FDqvscff9wIDAw0Lly4kLqvTZs2xuOPP24YhmH89ddfhq+vr3HixIk0527ZsqUxdOjQ1POGhoameTyzxwHGzp07r/u1iOQF+SxNUSLiFs2bN2fq1Klp9v3888889NBDqdv79++nc+fOaZ5z++23M2nSJBwOB76+vgA0aNDghmoxDAObzQbArl27iIuLo2jRommec/HiRf744w+Xz/3AAw/g6+vLxYsXKVasGDNmzKBWrVo4HA7Gjh3LV199xYkTJ7h06RJJSUnpxtvUr18/3TlXr17NuHHj+O2334iNjSU5OZnExEQSEhJSjw8MDKRixYqpx5QoUYKIiAiCg4PT7Dt9+jQAe/bsweFwUKVKlTSvlZSUlO69uFJmj/P396dWrVrXe7tE8gQFGZFcICgoiEqVKqXZd/z48Syf60bs37+fChUqABAXF0epUqXSjPFIkZU7dt555x1atWpFaGgoxYoVS93/5ptvMnnyZCZNmpQ63mXQoEHpBvT+92s7cuQIHTt25IknnmDMmDEUKVKEH374gb59+3Lp0qXUIOPn55fmuJS7tf67L2XQbVxcHL6+vmzbti01IKa4Mvz8V2aPK1CgQGpYFMnrFGRE8ohbbrmFTZs2pdm3adMmqlSpku6PZlatXbuWPXv28OyzzwJQr149Tp48Sb58+YiIiLjh85csWTJdYAPz6+jcuXNqD5TT6eTAgQNUq1btmufbtm0bTqeTt99+Gx8fc8jgV199dcN11q1bF4fDwenTp7nzzjszfI6/v3+awcGZPU5E0tJgX5E84rnnnmPNmjWMGjWKAwcOMHv2bKZMmZI6yNRVSUlJnDx5khMnTrB9+3bGjh1L586d6dixI7169QKgVatWNG7cmC5durBq1SqOHDnCjz/+yCuvvMIvv/zitq+tcuXKREVF8eOPP7J//34ef/xxTp06dd3jKlWqhN1u57333uPPP//ks88+Sx0EfCOqVKnCgw8+SK9evViwYAGHDx9my5YtjBs3ju+++w4w7xCLi4tjzZo1nDlzhoSEhEwdJyJpKciI5BH16tXjq6++Yt68edSoUYPXXnuN119/nT59+mTpfCtWrKBUqVJERETQtm1b1q1bx7vvvsvixYtTe3hsNhvLli2jadOmPPLII1SpUoUePXrw119/UaJECbd9ba+++ir16tWjTZs2NGvWjJIlS2Y4SeB/1a5dm4kTJzJhwgRq1KjBF198wbhx49xS08yZM+nVqxfPPfccVatWpUuXLmzdupVy5coB0KRJE/7v//6P7t27U6xYMd54441MHSciadkMwzCsLkJEREQkK9QjIyIiIl5LQUZERES8loKMiIiIeC0FGREREfFaCjIiIiLitRRkRERExGspyIiIiIjXUpARERERr6UgIyIiIl5LQUZERES8loKMiIiIeK3/B6/V/H5WImbpAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], - "source": [ - "\n", - "fig, ax = plt.subplots()\n", - "best_param = ft.select_best_velocity_parameter(floris_uplifts, \n", - " scada_uplift,\n", - " hor_def_gains, \n", - " ax=ax)\n", - "ax.set_xlabel('Hor Def Parameter')\n", - "ax.set_ylabel('Percent Uplift')" - ] + "metadata": {} }, { "cell_type": "code", - "execution_count": 113, - "metadata": {}, - "outputs": [], + "execution_count": 45, "source": [ "## Repeat for noisy\n", "floris_uplifts, scada_uplift = ft.sweep_deflection_parameter_for_total_uplift(\n", @@ -1210,44 +1267,46 @@ " test_turbines=[single_wake_idx],\n", " yaw_angles_wakesteering=yaw_angles,\n", ")" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", - "execution_count": 114, - "metadata": {}, + "execution_count": 46, + "source": [ + "\n", + "fig, ax = plt.subplots()\n", + "best_param = ft.select_best_velocity_parameter(floris_uplifts, \n", + " scada_uplift,\n", + " hor_def_gains, \n", + " ax=ax)\n", + "ax.set_xlabel('Hor Def Parameter')\n", + "ax.set_ylabel('Percent Uplift')" + ], "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ "Text(0, 0.5, 'Percent Uplift')" ] }, - "execution_count": 114, "metadata": {}, - "output_type": "execute_result" + "execution_count": 46 }, { + "output_type": "display_data", "data": { - "image/png": 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", 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", "text/plain": [ "
" ] }, - "metadata": {}, - "output_type": "display_data" + "metadata": {} } ], - "source": [ - "\n", - "fig, ax = plt.subplots()\n", - "best_param = ft.select_best_velocity_parameter(floris_uplifts, \n", - " scada_uplift,\n", - " hor_def_gains, \n", - " ax=ax)\n", - "ax.set_xlabel('Hor Def Parameter')\n", - "ax.set_ylabel('Percent Uplift')" - ] + "metadata": {} } ], "metadata": { @@ -1272,4 +1331,4 @@ }, "nbformat": 4, "nbformat_minor": 2 -} +} \ No newline at end of file From 2893f73a1317695f56ad2f1f734221b24e25a62b Mon Sep 17 00:00:00 2001 From: misi9170 Date: Thu, 26 Oct 2023 15:34:08 -0600 Subject: [PATCH 2/6] Typo fix. --- flasc/model_tuning/floris_tuning.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/flasc/model_tuning/floris_tuning.py b/flasc/model_tuning/floris_tuning.py index 3842a796..53732b2f 100644 --- a/flasc/model_tuning/floris_tuning.py +++ b/flasc/model_tuning/floris_tuning.py @@ -122,7 +122,7 @@ def sweep_velocity_model_parameter_for_overall_wake_losses( # Return the error return floris_wake_losses, scada_wake_loss -def select_best_velocity_parameter(floris_reults, +def select_best_velocity_parameter(floris_results, scada_results, value_candidates, ax=None): @@ -132,14 +132,14 @@ def select_best_velocity_parameter(floris_reults, """ - error_values = (floris_reults - scada_results)**2 + error_values = (floris_results - scada_results)**2 best_param = value_candidates[np.argmin(error_values)] - best_floris_result = floris_reults[np.argmin(error_values)] + best_floris_result = floris_results[np.argmin(error_values)] if ax is not None: - ax.plot(value_candidates, floris_reults, 'b.-', label='FLORIS') + ax.plot(value_candidates, floris_results, 'b.-', label='FLORIS') ax.scatter(best_param,best_floris_result,color='r',marker='o', label='Best Fit') ax.axhline(scada_results,color='k', label='SCADA') ax.grid(True) From e11aa2f3b4d14c2891c520032016fcde37c0b4cb Mon Sep 17 00:00:00 2001 From: misi9170 Date: Thu, 26 Oct 2023 15:48:47 -0600 Subject: [PATCH 3/6] Updated emgauss defaults; artificial tuning notebook running as expected. --- .../04_floris_tuning/00_tune_emg_to_gch.ipynb | 126 +++++++++--------- .../floris_input_artificial/emgauss.yaml | 6 +- 2 files changed, 69 insertions(+), 63 deletions(-) diff --git a/examples_artificial_data/04_floris_tuning/00_tune_emg_to_gch.ipynb b/examples_artificial_data/04_floris_tuning/00_tune_emg_to_gch.ipynb index 21abc30c..d1babc7e 100644 --- a/examples_artificial_data/04_floris_tuning/00_tune_emg_to_gch.ipynb +++ b/examples_artificial_data/04_floris_tuning/00_tune_emg_to_gch.ipynb @@ -165,7 +165,7 @@ "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -347,7 +347,7 @@ "output_type": "execute_result", "data": { "text/plain": [ - "[]" + "[]" ] }, "metadata": {}, @@ -356,7 +356,7 @@ { "output_type": "display_data", "data": { - "image/png": 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+ZCz8PFwsGBWZUoDEFb88MxKeVrLjMVtQiIioDUEQkFdajd+OX8O5wgoAwN7zNy0clX34zwPWuzHi4FAfRAR4WjoMAExQiIhIifpGATFJqZi/4Xibc6VV9Ug9U4CGRimul1SjqKK2bQWk0t39g7QqZ22zasyNCQoRUTsgCAI+3JaNlNMFBtc19Ys0PLH6CN7blo2RS1Mx5K3tRoiw/VCXePQM8JC9fkiL/ZBmxnQ1RkhWiQkKEVE7sD2rEMtSz2POt0f0ruPQxWK8m3wG2X/P8Plid47snCAIWHvgssFxtgfqpvPeO7CL7LWfh7PGupwc7Pdr3DpGwhARkUnll9W0OVZd14gXfj6J8VGB8HTV/HWw7mCuynO7sm9gya+ZBsXYXolFgPTvpOWRYaEI69gBf5zMw9NjwrF85wXLBmdBTFCIiNqpr//Kwf9OXMf/TlzHd7OHGVQX103RzQ9zR+ChLw8AAP770EAM6eqDzl5ucBCLMLFfZ0zs11npdasfH4pgH3eM/XA3AMCeh6kwQSEiaqeK5PbNmfHNIYPqUtZCQ8qJRMDw7n6y92KRSOv9dMb08jdVWFbHfjuviIgIjVIBUqnyQQ+r918y2n1W7TNeXfZOnyXlh4f5Ysf/3S5779ehaXzKXX0CjBWW1WELChGRDcgtqkLi90cxN7a71tNU6xulGPPeLjg6iHC5qErh3OnrZaYIk5RYP2c4PF2cMPnTvUrPO4o1d9T0CZKgR6eWGT47F43B1eJq9AmSGC1Oa8MEhYjIBry0KQMnr5Yicf0x3N0/CDX1jZAKAtydlf8zfq6gHLnFVbhWUq30/IOf7zdluCQnvJMH6hqlsvfN04xnjw7DsdxbiIvU3AoiajXaROLqhD5BTkaN09owQSEisgHpl2/JXguCgAH/3obaBimy3xoPF0cHhbI3ymtx13/3qK2vqq7RJHFSW6p6dF65u4/Gayf2C8SWjHzMsOP1TlTRaQxKUlIShg4dCk9PT/j7+2PKlCnIzs5WKJOfn48ZM2YgMDAQHTp0wODBg/Hzzz8rlCkuLsb06dMhkUjg7e2N2bNno6KiwvBPQ0Rkp6rrWxKKH49cQW1D01/k10vaDk7NucF/T+3F8mmDkfXGeIR17GDpUMxOpwRl9+7dSEhIwIEDB5CSkoL6+nrEx8ejsrJSVmbmzJnIzs7G//73P2RkZOD+++/H1KlTcezYMVmZ6dOn49SpU0hJScHmzZuxZ88ezJ0713ifiojIjr3wc4ba83qMwSQTEgSgo9wmi846LK4mEong5uyguaAd0qmLJzk5WeH96tWr4e/vj/T0dMTGxgIA9u/fjxUrVmDYsKY59UuWLMF///tfpKenY9CgQcjKykJycjIOHz6M6OhoAMAnn3yCiRMn4v3330dQkHaDv4iIyL7XwbAXnq6OcHVywL4X74SDSARHO1791ZgMekqlpaUAAF9fX9mxkSNH4ocffkBxcTGkUik2bNiAmpoajBkzBgCQlpYGb29vWXICAGPHjoVYLMbBgwcNCYeIyGpJpQJ2ZReiWG7tEWM4mtsyNkUqFZCcmY8CrkliNX5+OgYdXJraArp4uyHQy9XCEdkOvQfJSqVSLFiwAKNGjUJUVJTs+I8//oiHHnoIfn5+cHR0hLu7OzZt2oTw8HAATWNU/P0VF5pxdHSEr68v8vPzld6rtrYWtbUtu2WWlXF6HBHZlg2Hr+ClTRnw93TBoZfH6ny9/HLo8p778QTuG9QFIpEIP6VfxfM/n9RY1xe72+/y6eY2pKuv5kKklN4tKAkJCcjMzMSGDRsUjr/yyisoKSnB9u3bceTIETz33HOYOnUqMjLU95mqk5SUBC8vL9lPSIjmHR6JiKzJ1lNNf4AVltdqKKmcSM0WuOM+apqxs/vcDa3qSvrzjF4x2Lvst8bj/sFdNBcks9ArQUlMTMTmzZuxc+dOBAcHy45fuHABn376KVauXIm4uDgMGDAAr732GqKjo7F8+XIAQGBgIAoLCxXqa2hoQHFxMQIDA5Xeb/HixSgtLZX9XLlyRZ+wiYhslrq1vM4WcNaOMYggQmxEJ0uHQX/TKUERBAGJiYnYtGkTUlNTERYWpnC+qqpppUKxWLFaBwcHSKVNU+JiYmJQUlKC9PR02fnU1FRIpVIMHz5c6X1dXFwgkUgUfoiIbImaBhCN8kqrUd+oeW4OB8waRiQC7u7fGZP6t2zUt/mfozFloObJGwl39DBlaO2STglKQkIC1q5di/Xr18PT0xP5+fnIz89HdXXTSoW9e/dGeHg45s2bh0OHDuHChQv44IMPkJKSgilTpgAAIiMjMX78eMyZMweHDh3Cvn37kJiYiIcffpgzeIjILjU0SrErW7vul9ZKq+sRk5SqVdnNJ/P0uoct6t7J+OuCiAA4OoixfNrglmMiwMtN84qt/4rvZfR42judBsmuWLECAGQzcpqtWrUKs2bNgpOTE7Zs2YIXX3wRkydPRkVFBcLDw7FmzRpMnDhRVn7dunVITExEXFwcxGIxHnjgASxbtszwT0NEZIXWHris97VcdE251P8bg/3nb2La18ab/alsnI+mjf0eHhqC8VGBba5NWRirsPYJ6U6nBEXQYgvGiIiINivHtubr64v169frcmsiIpv117mbKs9tPZWP7Pxy/PPOcOVfkFreo6K2Qc/obFcnT+MmALp2kfUK8MSbU6LgpGRdk4gAT+ME1Y5xLx4iIiMRBAGCAIi12J222bzvmsbjnS+swH8fGggHHa6VF/XaVr2uoxby+aGTgwj1jUKbrqQQXzdcKW4a1pC84DalSWUXbzeTxtlecDk7IiIjmb3mCCYu+wsNcjvXaut/J67jh8NtZyiWVtcbIzTSgnyykfH6OJx8Pb7NbtHDw/yUlpf3/HiORzEGJihEREaSeqYQZ/LLkXldv8Uk5VeFBYDK2gY8vuqwMUKzK2N6GX8q8Jk3xyu8d3VygMS17eDYZ++MQAdnB8y7vbvRYyBFTFCIqN0RBAHVdY2aC+qp9d/V2o4jaT3ML+dGpfKC7VyAZ9Ny8do81y7ebri0dBKGdPVRW87VSbsN+UL93HHy9XFYPCFSq/KkP45BIaJ2Z9aqw9h99gbSFt+Jzl7ajxf442QedmUX4u37+sHZUfXfd5uOXcN3By7DyUEMNy2/+ADg56NXcb6wHHWNAh6L6Yq+QV5aX0vKNS/L5WDIQjSt6DtOiHTDBIWI2p3dZ5vWJPn12HU8PUb7BbYS1h8FAPQNkmDWqDCV5Vbvv6TwfkR37fdjOXG1aRPWF3/JwO+Jo7W+jpRrTkzGRQXi0KVixXNiERqVbXBEVoFdPEREOirScUfi1t+BUqkAqRZfjEb8o9+uND8XbR5P80DWBwcHtzmnzQJsZDlMUIiIDCSVCljyq/Yboo77aA8mf7pXq7WlqK3mx6bN05Mlea2ymSAvVwwO9TZiVGRsTFCIqN36T/IZ/Khkaq+utp3Ox9oDuaoLtPomPVdYgVPXy7DvfJHaen880v42Rh3WTfvuMG2ImzOUVr+Ddx8cYNT7yFM2+4d0xwSFiNq1538+aXAdt6o0rFWioi/i0W/UL9P+bZr+S+TbqukjQjWW6eGveh+e2yI6YkJUoOx983hWN2ftByvr6+37ovDIsFDc3pM7IhsDExQiale2ny5oc+zrv3IMqjOvtMag66mFRItxIc2tIspmSA0O9cGKR4e0KevsKMb8uAi9YpoT2x3OjmLMGNFVbbnpw7si6f5+Oq0kTKpxFg8RtStPfnukzbG3/sjCk7cpLrxVWFaDd7ZkYUZMVwzpqtjt0PrrZ9mOc2rvybEmphHi647n7uoJiasjiirrsPlkHp5oNbtKfrVXfXdADvZxx+l/j4Ojkj13yHSYoBARKfH8zyexK/sGfj1+HZeWTlI4p2u6cfjSLc2FCIDuG/Y9K9cq8n/xLUvMvzSxN97fehbv3Bel8trWy9irw+TE/JigEBEpcekmV3G1BFX72+hqbmwPPDEqTG1i8dLESOTcrNDYdUOWwQSFiEgJdV+UHGFgOsZ8tppaPQK9XLH5n7cZ8Y5kTGyzIiIC0CgVUFNvuv15yLpwETzrxwSFiAjAxI//Qu9XklFe0zRluPX3F5MX2yc/VjmqC/c5snZMUIiIAGQXlAMADrfar6XZzJWHzBlOu2XKlg35WTxc5t76cQwKEZEWDl1sSVzqucGcTeof7I3Ppg9GiI+7pUMhLTBBISKSI+sGUPOXfFVtg1lisXcrZ0WjorYRz35/THZMZOIhyBP7dTZp/WQ87OIhIqtXU9+IgjLLrdaqbqG1D7dlmzES2xLVRYLxfQNVnr+zdwDuGRCk8vy2hbEYGOKN6K4+mNivpR4uJd8+sAWFiKxe7Ls7UVhei92LxqCrn/argX6bdgnFlXVYMLan1tcoGwMx9O3tCu8rahshCALSLhRhWep5retub35PHA2RSIRuL/6h9TW9Aj1lr3sGeOLXhFEAgD1nb2BLRj4AICLAU+m1ZF+YoBCR1SssrwUA7Mq+gcdGap+gvPrbKQDA5AFB6NHJQ6trmhtL5POUmxV1CmV+PnoVNytqsfvsDa1jaY+UrSUzqX9n/HEyDy9O6K30mk6eLtj1rzHo4KL49dTFx80kMZL1YoJCRHavqlb7KcKz1xzBpP6dceGG+pVkmZzo59NHBmHxhN4IVjNQtVvHtkloj04e+HTaIHTycDFleGRFOAaFiGyGtlNQq+saka9kh2FtN+3742SeLmG1O+rGlWgiEonUJifq3N0/CMO7++l9b7ItbEEhIpshlQqY+kUaJK5O+PqxaJXlIl9NVnjPVUONy93FQafyexbdgV+OXcW0YaEmiojsERMUIrIZl4qqZOuRXC+pRpC3buMStGxAIQ10nQoc6ueudqByVz93XC6qMjQssjPs4iEimyHfRTNyaSqOXCpGQ6MUjVw4zazmx0UYtb47e/sDADpyfAnJYQsKEdmM1mnIdwcu49nvj8HVyQE7/u92tTsQK7ue9BPq544L70xEj5e2GKW+58f1RoS/J+7ozfVNqAVbUIjIal28WYmsvDLZ+9ZdNHklNbheWoOcm5Wo5mZ+ZuUgFmHJpEiFY/+K1369GXluzg6YNjwUnb04lZhasAWFiKzWHe/vUnjf2CpDEdgmYlFP3tYdb/2RJXvPMT5kTGxBISKbsf5grspz+88X4eEv05Bzo6LNuUapgMraBty/Yr8pwyM52xbGWjoEsnFMUIjIKmmzZon8bJInvz2CAznFeGbd0Tbl7l2+Dyv3XsSJKyXGDJFauX9IMABgWJgvenI5ejIQu3iIyKrUN0qx/mAuRvbQvCDXoUvFbY7drKhVWvaDlLMGx0aqPT++F7p4u+H0G+Pg6qjbOilEyjBBISKrsnrfJby9JUtzQRU4DsIyuv29iaO7M79WyDjYxUNEVuXYlVuWDoHkaFqbxMmhqZttSFcfc4RD7QhTXSKyKmID16XnsvbGMz8uAg8OCcZt7+5UWebYq/GoqGlAgMTVjJFRe8AWFCIyuj8z8rDhkPIZN+sOXkbCuqOoa5AqPZ9+2bAWlOo6rodiLAvv6okQX3esfnwofDs4I8LfA98+MUyhjIeLIwK9mJyQ8bEFhYgM9tvxayivacCjI7oCAJ7+eybN6IiObXaufXlTJgDgtoiOeFjJ5nF5SnYh1kUlExSjG9PLH0dfucvSYVA7wwSFiAw2f8NxAE17qshv4FdSVY9guaEJUrk9c8pq6s0VHunh5YmRmgsRmRC7eIjIaFonHa3Hg/x89KrsNWfbmI6Xm5PBdcyJ7W6ESIj0xwSFiIxGU9Jx8GLLuiXMT0ynVyAXSSPbxwSFiPSSV1qN/RduKhyTCoLCCrDyK71qo7aB40eMQsvsb15sd0wZGKRwzNVJjJ+fjjFBUES64RgUIoJUKkAsVp1MVNU14Km1RxHfJ0A2EDYmKRUAcM+Ali84QVBsRVm17yLe+8cApXUqa2155MsDekRP+lo8MRIlVXVwc3bE93/PuvrnnREY0tXXwpERsQWFqN2rrG3A6P+kYuEPx1WWWbP/MvacvYElv2a2Ofe/E9dlrwVB8Y/3jelX25SXlVXyZ/7R3BJtQm53vps9THMhPXm7OyPp/n7Y9MxIPHtnOJ68Lcxk9yLSBRMUonbuj4w8XC+twaZj11SWqajVbsZN6y6e1uRPcZCs9pwcTP9P9aBQHzwX3wsu3EeHrAQTFCLSSNtkQiooaxchItIdx6AQkdFIBeXJjCAISD1TiCu3qlRe+8Nh5SvPElubqH1igkJEOqltaFTZDXAgpwhRXSRtju89fxOz1xxRONbcFSSVCljyWybWH2SCQkQt2MVDRDo5kFOs8tx7W7Nx7VZ1m+PHlQx+FQTg9PUyhL+8hcmJBrp2nPl2cDZRJETmwxYUonZmR1YB3tmShSV398Gvx64ZfQDmnR/sbnPM2bHtPQQAL/+aASm7LzTSdWVYb3fl5T1cHFFR22CMkIhMji0oRO3M7DVHcOFGJR5fdRi/Hb+On9RMBTYWpQmKAB2XcWufnrurJ/oGeeGXZ0YqHBeJVCciqrzE/XXIhjBBISKN5Bs58kqqUd8o1el6BxWLwIlab9ZDbTwbFwEAGBzqg0XjesmOd/V1x9YFsVj2yCAk3NFDq7o4x4psCRMUItLJi79k4KEv0nS6RtkslEaplC0oOpo9OgzDwnwhcXXEN7OGIkDiinsGBCHCn3vvkP3hGBQiO7fwh+OobWjE8mmDNbZYnC0oR88AzV92xljxdVnqeYPraG9cnRzw4zz998nhdGWyJWxBIbJjlbUN2HTsGrZk5CO/rEZj+fuW7zNDVO1TZy9XhfduTsZbsTUu0h8S15a/N/sHeystJwC4vWcno92XyJR0SlCSkpIwdOhQeHp6wt/fH1OmTEF2drbs/KVLlyASiZT+bNy4UVYuNzcXkyZNgru7O/z9/bFo0SI0NHBkOZGxSXX8k7myrlHtUvX6uO+zfcgtVr1AW3ux74U7Fd6feC0eF5MmGqVuT1cnHH3lLqQsjMU79/XDQ0NDVJb9R3QwAKBP57br1RBZE526eHbv3o2EhAQMHToUDQ0NeOmllxAfH4/Tp0+jQ4cOCAkJQV5ensI1X375Jd577z1MmDABANDY2IhJkyYhMDAQ+/fvR15eHmbOnAknJye88847xvtkRKQwJFKk5YiP6Le246OHB+K2iJa/tHVNdOQdyy3BMW4C2Ga3aGUzm1pzVLPDdJuyDmJEBHgiQl0XnSBgUr/OCHu2A7p39NC6biJL0KkFJTk5GbNmzULfvn0xYMAArF69Grm5uUhPTwcAODg4IDAwUOFn06ZNmDp1Kjw8mv5n2LZtG06fPo21a9di4MCBmDBhAt58800sX74cdXV1xv+ERO2YPnlFUWUdZnxzSPa+pr4RX+zOMWJU7dewMF+dym98Sv/xJq9P7gMA+PjhgbJjAppmTvUN8oKbMzcFJOtm0BiU0tJSAICvr/L/6dLT03H8+HHMnj1bdiwtLQ39+vVDQECA7Ni4ceNQVlaGU6dOKa2ntrYWZWVlCj9EpBtdZ/RW1TV1u+48U2iCaNqn/l28NJZZ/fhQ3D+4CzJej8egUB+97zVrVBhOvzEO9w7sgrv6BMDFUYy7+wfpXR+RuemdoEilUixYsACjRo1CVFSU0jLffPMNIiMjMXJkywJD+fn5CskJANn7/Px8pfUkJSXBy8tL9hMSorp/lYhalNfU633txI//MmIk7cO6J4cbXMeYXv74cOpAeLrqtgibMu7OTb34X84YgozXx3EJfLIpeicoCQkJyMzMxIYNG5Ser66uxvr16xVaT/S1ePFilJaWyn6uXLlicJ1E9qS6rhHHr5S0GeA6e3XLBn26rjlyqYgDW3UVpaGFxEmLcSemIBKJtBrzQmRN9PovNjExEZs3b8bOnTsRHBystMxPP/2EqqoqzJw5U+F4YGAgCgoKFI41vw8MDFRal4uLCyQSicIPEbV4+Ms0TFm+DxuPKC5bn11QblC9aw9cNuj69kbi6oixkf4qz8+L7Y6eAR4KK8ISkXI6JSiCICAxMRGbNm1CamoqwsLCVJb95ptvcM8996BTJ8U59zExMcjIyEBhYUu/dkpKCiQSCfr06aNj+EQEACeuNo0H25iuunVRn03ilvyaqXdM7ZFIJMLXjw1tc3xiv6Y/vrzdnbFt4e1IuCPc3KER2RydEpSEhASsXbsW69evh6enJ/Lz85Gfn4/qasXt1c+fP489e/bgySefbFNHfHw8+vTpgxkzZuDEiRPYunUrlixZgoSEBLi4uBj2aYhsXKUJd5r9eMc5va7jdjmGcXIQ4bPpQ7Qqq8u0YiJ7p1OCsmLFCpSWlmLMmDHo3Lmz7OeHH35QKLdy5UoEBwcjPj6+TR0ODg7YvHkzHBwcEBMTg0cffRQzZ87EG2+8YdgnIbJx+87fRN/XtuLNzadNUn9eieaVZJU5fZ2z5gwR1rGDVuW6eLshbXGciaMhsh06LdSm7QqT77zzjtpF17p27YotW7bocmsiu1Nd14gGqVQ2W+PtP7IAAN/svYhX7tauu7O6rhGuTi1/Z1TXNyI7vxy9Atsu1tUoCHqtEss9cwzz1cxorcoN7eaDTp5sRSZqxmHdRBYgCAL6vpaMfq9vQ019IwDdu1IuF1Ui8tVkPLU2XXYs81oZxn20R+naJemXb2HrKeVT+cm4vp8zAnf374xDL8ehq592LSgSN8OnFRPZEyYoRBYgCID078aMq7eapvPqmqCsO5gLANh6qqDNuV+PX1N6zcm/B9OSoiWTIo1aX0wPP3w6bTD8PV01ln3/HwMworsvFo7tadQYiGwdExQiC1DsaFGdmRSW1eCrPTm4VanbNhCqenLO5Bs27dhejeurfIkDc3hwSDA2zI2BDxdRI1Kg0xgUIjIO+bEgzS0nWXltk4eZKw/hTH45/jp/E98+MUxlHdq6cKNC52vszZtTouAkFuHFXzIAAN21HMRKRObFFhQiC5DK5RbN7SeNUsWEo75RKmvx2HP2Rps69NkI8HI7Xx32ydFhmDYsFA8PC5Udc3Fy0Hm35tHhHY0dGhG1wgSFyAIEyLegiFBS1bYLZ/PJ6wrvH/nyAPafvyl3nenis1fzx0bAQclaI1Idk71/3smF1ohMjV08RBYg/wf7pqNXlU7lLa9RXLQtLacIaTlFOPhSHN7cfBqbT+aprt9okbYPnb00D2Zt9t6D/SFidkhkcmxBIbIA+QRF13VGhr+zQ21y0lQ/UxRlVCUWrk4OSF8yFqG+7mqvXzyhN/4Rrbibes8AD6PFR0QtmKAQGUFVnW5L1AtmaOO4VlKtuRDJ+Hm4wEvLtUjcnR1krx3E/GeUyBT4fxaRgT5NPYc+r27FnxnqWzXkmaOB45/rj5r+Ju1U3yAJZo3shpcm9mZrFZGJMEEhMtD7284CABZvytD6Gm2+0ppXmNXX0dwSg65vL+Q7fTS1bEV2ljRdIxLh9Xv6Ym5sDxNGRtS+MUEh0lHG1VKMWpqK309c11xYhcW/aE5m3k3O1rt+e/bgkGC9r1U2AsXFSfM/g/+K74lljwxCbM9Oet+biHTDBIVIR/O+O4JrJdX45/fH9Lr+0s1KrZKbBl3nvrYT/3mgv1Hq+XDqAHTv2AHvPThAdkykYlXfngGeuGdAkNJzuq6hQkTaYYJCpKPaBqnKcw2NUo1jEuoaVV/fzNABrva8546DWISd/xqj17Xyv5n7Bwcj9V9jEO7vIXe+pcTwMF/Z6/7B3qrrZH5CZBJcB4XISCprGzD8nR0YFuaLdx/sj/OFFRgY4q3XmhmjlqYaFEtusX2vGOviaPq/rX6YF4OSqjqU1zQgUM06KT06eeBcIbcQIDI2JihERlLfKKCosg5/ZuYj83oprhRX47Ppg3H6ehl2nS3Ej/Ni4O7M/+W09X939YS7iyPe3Hy6zTl9u1V0nXHj7e4Mb3f1m/i9dV8UJG6OCsvnE5Hh2MVDZIDSqnqlx68UN3XRbD55HZ/uPI/Ma2X48fAVc4Zm8/4ZF4HZo8OUnlOVZ/QM8ECvAE+FY78njpa91jSsR9UYFHU6erjg3QcHYHCoj87XEpFq/HOO2pVfj12DAAH3DdJ/Joi8U3naj/Wob+RgBVNLnh8LAOj+0hYAwPonh8Nf4qL19eZYQI+ItMMWFGo3KmobsOCH41j4wwlU1Oq28qsxnM4rM/s97cF7D7adtSPfxbNyVjQ8XBzx5OgwiMUiiOU2A3RqPVaF+QeRzWCCQu1GrdzCZ7UGLIIm/x2nS5fApmPX9L5ne9Z67xtAsYtnRHc/nHgtHkvu7qP0el0WYiMi68EEhUgHNfWNKK6s07p86x2JyThaJ4kOYjWJotwpTWNkx0YGAAD8PbXvFiIi0+AYFCIdvKTDcvYA8Ne5myaKpH2Tn42jbha3CFCYOaVp1dhnxoQjrGMHxPTwMzREIjIQExRql/Rt6P/lKLtprIH8bBx1CYq3uxM8XBzx+aNDIBJB4zRvZ0cx7h3YxUhREpEhmKBQu5F8Kl/2WhCAizcr0c3PXa+F1JppsyqsvCt2voCa+bRkKGIlv79PHhmEwvJahPs3TTkeHxVotsiIyDiYoFC78fKmTNnrpX+ewc9Hr2J+XAQW3tVT7zo/33VBp/K3vbsTT4/hDriGkh9Loiy9nKxi3xwish0cJEvtwoUbikuR/3z0KgDg4x3nVF6TnV+OoopatauPpuUU6RzLCh2TGmoZvNpM/jeirAWFiGwfW1CoXYj7YLdO5c/kl2H8R38BAIZ09cHPT4+ElLsLW8ydvf2xPatA9l6q5SBZIrJdbEEhUmL/+ZaWkfTLtwAA207nqypOBnhkWNt1Tn6YO0LhvW8Hxf1wpHJDfwwZQ0RE1ostKGSXXv/fKVy4UYHVjw9Tv0aGCq2/82rqG/HxjvNGio4Utf39+HkorkMS3ycAs0Z2w4AQLwBAqJ+7WSIjIsthgkJ2afX+SwCAgxeLMLJHR52vb/2V+Z/kM8jiUvVm4+PupPBeLBbh9Xv6yt57uDji0EtxcHJgIzCRvWKCQnatQc8N+lp3G/ycftUY4ZCWWregKOMvcTVDJERkKfzzg+xaWU29Xtc1z/JpqYdL1pvL1Gjj7DRNRLaNCQrZtcT1x5Ccmae2jCAIqKpTTEBOXi01ZVh2a25sd2S/NR5zY7trfc1tEYpdcKPCde+SIyL7wwSFbJa69UnkPbX2qIbz6ejz6lZcullpjLDaNQexCC6ODnhpYiQ6adhwb9kjg/DFjCGYwFVeiUgJJihkk7afLsCwd3Zg/3nDN+PbeqppfY1PUjlLR1d39QnAxqdilJ579e4+aq8N7+SBcX0DIRKJ8Oyd4aYIj4hsGBMUsklPfnsEN8prMe3rg0ars3ncSSMXZNNagMQFQ7v5Kj03eUCQ0jVOmslPFZbfboAzc4gIYIJCpOB6STUGvbHN0mFYpSdGhbU51rqXLdjHTeH9C+N7o3egJxaN6yU7FtlZgkMvx8HDpWUSoUgkwjNjemBEd1/c1UdxWXsiap84zZhIzsilqZYOwWq9OrkPVu67qPTcd7OHYe/5m3goWrHFxNvdGckLYgEA723NBgCMjfSHv2fbKcLPj+9t5IiJyJYxQSG7cCCnCAt/OI63pkQhLpJ/gZvbbRGdcFtEJ7Vldv5rDHaeKcS04aFmioqIbBkTFLILj3x1AIIAzF5zBEsmRVo6HFIirGMHhI1u201ERKQMx6CQTaltaER1XWOb4/JjId76I8uMEdkGU03lje/LKcJEZBpsQSGLKa6sw8ubMjA1OgR39PbXWF4QBES/uR3ltVzV1Vrc3lN9tw4Rkb7YgkJmsf/CTezIKlA4lrQlC39m5uPx1YeVXpN2oQhJW7JQ29DUYiIVwORETw2cOk1ENoYJCpnFtK8OYvaaprVLmuWX1chef7z9HEqrFffNeeSrA/hiTw5ikjizxlDOjvr/rz4gxBtn3hxvxGiIiDRjgkJGUVRRi41HrrTZ06a1W1V1So//d/tZvPZbJgDg6q0qhU3+iiubrhEpvRJoaJTqHnA74+7koPe1vyWMgqsB1xMR6YNjUMgopn11ENkF5TiaewtJ9/fXq44jl2/hWkk1Rv9np9Lzqropwl/+U6/7ERGR9WILChlFdkE5AODPzHy15TTt75d++ZbKc9+mXdI1LPqbSFXzkwavTVa/nw4RkakwQSGjUpaAaLvr8NVb1Xj2+2Mqz+/IKtQ3LJKzZ9EdePfB/gq7Dc+L7a60bEwPP3OFRUSkgAkK2YTNJ68jLafI0mHYhVA/d0yNDsGAYC/ZscUTubgdEVkXjkEhm5C4XnXLCuln6QP98WnqeTw0VPWOw0RElsIWFCI70qezROlxkZI5UB09XPD6PX0RqeIaIiJLYoJCJqdqCMpf526aNxA7NzDEG7f17Kj0nAD9FmrrLHEzJCQiIr0xQSGVKmobkH65WOtBroD2A2JJd6tmDdVYZrYRNuMb0tUHuxeNwdYFsfBydzK4PiIifTBBIZUeXLEfD6xIw8b0q0arU9+/5AmqV6qT4+/pqvS4rnljV78O6BXoqdtFRERGxASFVDqT37S2yaaj17S+RqRkwQ1l340/GTHpIeNonnZ8V58AC0dCRKRjgpKUlIShQ4fC09MT/v7+mDJlCrKzs9uUS0tLw5133okOHTpAIpEgNjYW1dXVsvPFxcWYPn06JBIJvL29MXv2bFRUVBj+acgk5Fs9Kmsb8NvxawpL0efcaPndadvF86+NJ4wXYHuh4dE254YjuvvqVf2WZ2/DiumD8aQRuomIiAylU4Kye/duJCQk4MCBA0hJSUF9fT3i4+NRWVkpK5OWlobx48cjPj4ehw4dwuHDh5GYmAixuOVW06dPx6lTp5CSkoLNmzdjz549mDt3rvE+FRlVbUPLXjfP/3wS8zccxz//nvZbVdeAD7adtVRo7YuGLp7m3DBQ0rabR5u0sZOnCyb06wxHBzasEpHl6bQOSnJyssL71atXw9/fH+np6YiNjQUALFy4EM8++yxefPFFWblevXrJXmdlZSE5ORmHDx9GdHQ0AOCTTz7BxIkT8f777yMoKEjvD0OmcSy3RPb6j5N5AIDdZ28AABb/koE/MvJk57X5IuRAWu2N7OGH/ReaFqjTc7V6o3piVBhW7rto6TCIqB0w6E+l0tJSAICvb1OTcmFhIQ4ePAh/f3+MHDkSAQEBuP3227F3717ZNWlpafD29pYlJwAwduxYiMViHDx4UOl9amtrUVZWpvBD5vXkmiM4cqm4zfHfjl9vc+xyUSXufH8X7nh/F/79+6k2Ccl9n+03WZz2ZvKAloRdWVo3MMS7zbHW44Dmx0XoPEhWlVcn98Hnjw5BB2cHfD0zWvMFRER60jtBkUqlWLBgAUaNGoWoqCgAQE5ODgDg9ddfx5w5c5CcnIzBgwcjLi4O586dAwDk5+fD399foS5HR0f4+voiP1/5RnNJSUnw8vKS/YSEcOVLc9ueVYAHP0/TWE4E4NXfTiHnZiUu3qzEqn2X8N5WxXFKx6+UmCZIO+TiqPp/0XB/D2x6ZqTsvbINAYd288HCu3oaNabxUYHIeH0cxnIwLRGZkN4JSkJCAjIzM7FhwwbZMam0aazCvHnz8Pjjj2PQoEH473//i169emHlypV6B7l48WKUlpbKfq5cuaJ3Xe1FWU09couqzH5fAS3dP82+2JNj9jjsRVSXlv1ylHXxKJs1JS/Qq2mhNWNP7xaLraHDiYjsmV4JSmJiIjZv3oydO3ciODhYdrxz584AgD59FLdoj4yMRG5uLgAgMDAQhYWKu9I2NDSguLgYgYGBSu/n4uICiUSi8EPqDX4jBbHv7cTloqYBzAVlNTiTr75rbGd2IaYs34fzheVa3WPhD8d1jovDT7R3R69OasedaDOWZ+5tyncpJiKydjolKIIgIDExEZs2bUJqairCwhSnI3br1g1BQUFtph6fPXsWXbt2BQDExMSgpKQE6enpsvOpqamQSqUYPny4vp+D5FwvqUaDtOnL6+DFpnEjw9/ZgfEf/YUrxapbVR5fdRjHr5QgYZ12G/NtOqb9+ijNblXW6XxNe5L1xnjZa5FIpLTbRhf9/t6x2MuNK8ISkW3RaRZPQkIC1q9fj99++w2enp6yMSNeXl5wc3ODSCTCokWL8Nprr2HAgAEYOHAg1qxZgzNnzuCnn34C0NSaMn78eMyZMweff/456uvrkZiYiIcffpgzeIzknS1ZKs+dul6GEF93tdeXVJsuiZj2tfKB0NTEzdlB67Lj+ipvcewf7NUmeZwfF4GzBeW4f1Cw0muIiKyNTgnKihUrAABjxoxROL5q1SrMmjULALBgwQLU1NRg4cKFKC4uxoABA5CSkoIePXrIyq9btw6JiYmIi4uDWCzGAw88gGXLlhn2SUimpl6quZCpsAvHLJZMisSMmK5Kz80Y0RUiACPDWzYO9HZ3xronR5gpOiIiw+mUoGi7fsWLL76osA5Ka76+vli/fr0utyYz4jgR6zBIyRTibQtjUVZdj+hubVeLbe7GcXQQY9YorgZLRLZNpwSFrE9NfSMEQbFrQP24BdNmH+W1DSatvz3Y/lwsdmXfwIyYrm3GDPUMaLuB34rpg/HN3ot4a0qUuUIkIjI5Jig2TCoV0O/1rahvFHDu7Qlw0mOJ8vpGKfJLazSOSyHzCff3RLi/9jsJT+jXGRP6dTZhRERE5scExYZV1TeivrGpReRGeS1OXy/DX+duoKFR3RgUxeaVaV8dwOFLt/DtE8NkxwrLa00RLmmgbGkRiWvL7JtQJpFE1I4wQbEjT357pO1BAfhou+rN/A5fugUA2HA4V+G4/A7FpJmXmxNKq+s1F1Qj89/j2hzzl7hi1shuqK5rRPdOHgbVT0RkS5igWJmjubdQXtOA23t2Mkp9K/ddxJl8+YXXBHy++wKO55Zg+fTBKq+784PdRrl/e6FpAPngUG8MCvXBN3tVb7Tn7qz8f8fX7+lrUGxERLaI+6pbmfs/24/HVh5CXmm1Ttd9mKK8lUQxOWmy9M8zSD6Vjxd/Pik7xpk7hlH3+O7u3xm/PDMKo+Wm/bb2zzvDjR8UEZENYwuKiTVKBYhFmvdMaS2/tAad/95HRRs/pV/VqtxTa4/KXm+Uu4YJiuGiu/rgyOVbKs8r2w/nvkFdMDe2O3opmZ1DRNSesQXFhOobpYj7YBemfaX76qnmzheSTynfSZq0E+Tlhi9mDMEL43u3OdecnCpLAkUiILKzhJvvERG1wgTFhDKvleJSURXScoosHQqZ2OczhsDPwwVPjO7W5tyMEU0rvrKViohIe0xQrBS/zGzHuw/0R1jHDkrPvXNfPwwLa1r1VdmvdECwt+kCIyKyYRyDQqSHLt5uuFbSNJC5UU022cnTRenxlIWxOJBThEeGhZokPiIiW8cWFBMyRiNIUUUt7vxgF5bvPG+E2kid7p1aWkHmxXZXWza6m4/sdYO05Tft4uiAsZEBSq+Rn4ocEeCJGTHd4KjH6r9ERO0B/3W0cp/tuoCcG5V4b2u2pUOxKWMjA/DxwwP1r0CLMavNXTfj+wYqHP/6sWil1bDXjohIe0xQzGzP2RuY8PFfyLhaqqFk09eZ+mXrSZU7e/vj3oFddLrGzclBc6G/PRQdgg1zRiDrjfEqu3Fa83BhjyoRkbaYoJjZzJWHkJVXhsdWHbJ0KHZNx2VnAABxf3fNuDurT1T+ev4OjAzvCLFYpLCLtCYje/jhkWGh+DdXhiUi0oh/0llIcWUd0i/fwpCuPpoLq6BpeXVqWsV188k8rcom3hGOAIkLYiM6Ye3ByyrL6bvzs0gkQtL9/fS6loiovWELigU9vuoQ6hqkyLhaCqm0bbJRU9+o8L6ugd092nJ1avpP26+Ds9bXODuKMX14V4T4ukMkN3rk3oFBKge+EhGRaTBB0UOjVMDOM4UoqarT+pqtp/JR32o8SX2jgMT1RzH50734Yk+Owrn3tmaj9yvJCou89VzyJ7ZktLQG6Lp8fnsyqV+Q0er6+OFB0HeyTZ8gidHiICJqT5ig6GHVvot4fPVhTFm+T205+R6Yed+l49NUxanC1fWN2Ha6AADwzV7FBOVATjEA4GxBhcLxZ9YdhSAImL36MJ5em67vR7B7zo6G/afdOvfTtTft0Mtx2P5cLIK8td9PiYiIWnAMih7++LsV41JRlU7XbT55XeW5mxV1uFFeq1U9eaU12HGmUKd7k24MnXHj7+kKf09XI0VDRNT+sAXFhFr/FX7hRqXa8g99maZVvRuPaLdzMbX1WExXrcrNGtkNo8L98Oa9nHFDRGQJbEHRg7bN/bp2C+RoSGCanbquaQ0VUmZ+XATmx0VgZHhHvLn5NK7eqlZZtoOLI9Y9OcKM0RERkTy2oNiggrIaS4dgk/oESSAWizCubyA+nTZYp2t7B3qaKCoiIlKGLSh6sPTkmRMaV6GlZqp2GR4Y4o2XJ0bi7S1ZWtXzzB3hAFoWcyMiItNiC4oeuD6a7Zg+QvWYkzkaNgSU5+rkgOfie2FAiLcRoiIiIk2YoJBdc+JuwURENon/elO7wWXtiIhsBxMUJV77LRMzVx6CVCpg/4WbWL3vIve9sQPqfoM+7k5mi4OIiDTjIFkl1qQ1bRR3+FIxpn11EADQM8ATI8M7anV9TX0jZq85bPBiX9RWZy9X+EtcceJKiaVDISIiE2ILihoNchv4XbnVsmqspraUjUeuYN/5Imw9VWCiyOxLVBft96v59z190b+Ll173YRcPEZHtYILSSqNcUtJ6cz9tVdU1ai5EMuoGsopbZRUikQhdfIy/vw078IiIrAsTlFbGfbRH9nrFrgtKy/AvceNS9zxbb7YnQtMy9K3NlZsy/GxchNK6gn3c9YiOiIgsgQlKK+cLW3YPPnixWGkZVX9t3yivRWlVPSprG0wQmf0S6bDynUjUtCbJ65P7yI6tnzMc3fxaFmR77q6eCtdsfCoGHz00EH2CtO9KIiIiy+IoTjk5Nyo0F2pFEASIRCKUVtdj6NvbTRCV/VOVniye0BvfHbis8fqRPTriclGuyvNDu/liaDf9YiMiIstgC4qcvFLVe9yUVNUrPT71izQUlNXgXEG5qcKye86OLf8ZPjw0RPa6Z6Cnym0FWre66DsL/PnxvQAA/3mgv34VEBGRSbAFRY66joakP89g3u092hw/fOkWhr+zA1/PjDZdYHZqbmx3fLknBy9O6A0fd2fUN0oR1rEDRoV3RFVdA8b07NQm8TD2PkjPjAnH4yPD4ObsYNyKiYjIIExQ5Gn48vvuwGXMULG3SzZbUHTi7CDGSxMj8dxdPeHqpJgcTB4QpPI6kYpfkiGJC5MTIiLrwy4eHbzya2bTCyX9CXvO3jBzNLbt/akDAKBNctKatolH70BPQ0MiIiIrwhYUOar+Om/txNXSNsdUzfhpjzp6OMPN2QFXiqtVluns5apf5X//ilonLoNCffDVzGiE+nIqMRGRPWALihxt/lo/db1tckKKXpvc12R1N/+KBoX4tDl3V58A9GJLChGRXWCCoqNJy/ZaOgSrNue2MEweEKR1a5S++gV74cd5Mdj7wh0mvQ8REVkGu3jIqCSuTbsCG3u2TbMenTxkr4eF+ZrmJkREZHFsQZFz+nqZpUOwec2JiSnyk41PxSCEY0yIiNoFJihyTl4tsXQI1Ip8V9HQbmwxISJqL5igyNFlTxhST/5Z5rwz0YKREBGRLWKCIof5ieHcndsOaxKLRXh5YqTCMW0f9Zy/dyke1zfA0NCIiMiGMEGR48AMRa3PHx2s8twb9/bF7T07YdrwUABtE5A5sd2x/blY2Xttt855dHgoUhbGYvk01fcmIiL7wwRFjpgJilrjozorPf7sneGYGdMNa54YJlsZ9pFhTYnKMLlxI+H+uq9RIhKJEBHgCUcH/qdKRNSecJqxHOYnuhOJgOfie7U5Pnt0GAaGeqNvkET5daYOjIiIbBoTFDl+Hs6WDsHquTqJUVMvlb1XlWiIxSK1s2607eIhIqL2ie3mcjgGRbM9i+7AVzOjLR0GERHZObagyGOCopG/xBV39dFzoz85fNJERKQOW1Dk8EtTtbCOHYxaXwcX5sZERKQavyXksAFFuSNLxsr22DHUv+/pi7zSGkR2Vj54loiICGCCooDTjJXr6OFitLoeG9nNaHUREZH90qmLJykpCUOHDoWnpyf8/f0xZcoUZGdnK5QZM2YMRCKRws9TTz2lUCY3NxeTJk2Cu7s7/P39sWjRIjQ0NBj+aQzE9ISIiMg66JSg7N69GwkJCThw4ABSUlJQX1+P+Ph4VFZWKpSbM2cO8vLyZD/vvvuu7FxjYyMmTZqEuro67N+/H2vWrMHq1avx6quvGucTGaA9N6C4Ouk2HKl56flZI8NMEQ4REbVzOnXxJCcnK7xfvXo1/P39kZ6ejtjYlmXM3d3dERgYqLSObdu24fTp09i+fTsCAgIwcOBAvPnmm3jhhRfw+uuvw9nZcmuR2OtmgV/MGIJ536WrPP/NY9EI9nHHuI/2aF3nxw8PwtHLtzA0jDsMExGR8Rk0i6e0tBQA4Our+CW1bt06dOzYEVFRUVi8eDGqqqpk59LS0tCvXz8EBLRs/jZu3DiUlZXh1KlTSu9TW1uLsrIyhR9TKK6sM0m9lvTNY9EY11d5stgsLjIAvQJ1W4be1ckBI8M7wolL0BMRkQno/e0ilUqxYMECjBo1ClFRUbLj06ZNw9q1a7Fz504sXrwY3333HR599FHZ+fz8fIXkBIDsfX5+vtJ7JSUlwcvLS/YTEhKib9hq/Xb8mknqNacAieKA1rhI7XcBbt4/h4iIyNL0nsWTkJCAzMxM7N27V+H43LlzZa/79euHzp07Iy4uDhcuXECPHj30utfixYvx3HPPyd6XlZWZLEmxdS9NjMT8DccBACO669b9knR/Pzwzpgdue3enCSIjIiLSnl4tKImJidi8eTN27tyJ4OBgtWWHDx8OADh//jwAIDAwEAUFBQplmt+rGrfi4uICiUSi8GMa9jkGRRdiMZ8BERFZnk4JiiAISExMxKZNm5CamoqwMM0zOI4fPw4A6Ny5MwAgJiYGGRkZKCwslJVJSUmBRCJBnz59dAmHlLgtopOlQyAiIjKYTl08CQkJWL9+PX777Td4enrKxox4eXnBzc0NFy5cwPr16zFx4kT4+fnh5MmTWLhwIWJjY9G/f38AQHx8PPr06YMZM2bg3XffRX5+PpYsWYKEhAS4uBhvQTB92MMkHt8OLbOgBD22DG79CAaGeBsUDxERkT50SlBWrFgBoGkxNnmrVq3CrFmz4OzsjO3bt+Ojjz5CZWUlQkJC8MADD2DJkiWysg4ODti8eTOefvppxMTEoEOHDnjsscfwxhtvGP5pDGQH+YlRLRrXCw8P5VgfIiIyP50SFEHDn+QhISHYvXu3xnq6du2KLVu26HJrs3B1crB0CEalRwMK3OSewezRYXb3TIiIyDZwEQs5s0fb16qo/p6qu8xenhgJAJh3e3eF4z4dnPHve/rinfv6MTkhIiKL4WaBcjxd7eNxrHp8KNYdyMVrk/uqLDMntjsm9u+MIC/XNue4oR8REVmafXwjG4k9DJIFgDt6+eOOXv4qz8f3aVq8rYu3m7lCIiIi0gm7eOSIbHyYrI+7k1blvpgxxMSREBERGYYtKHbi7v6dMT8uQquy9ropIhER2Q+2oFiJ8So29Fs/Z7hW1386bTAiAnTb8I+IiMhaMUGRY8mGhc9VdLvEdPfDA4ODkXhHuJkjIiIishx28cjp0cnD0iEo+PnpkRCJRPhg6gAAwKc7z1s4IiIiIvNgC4qcqC5elg5B5vFR3TCkq4+lwyAiIrIItqBYoQ/+MQD3Depi6TCIiIgshi0oVmTB2Ag8FB2C+wd3gVisfkDM+L6BcNRQhoiIyFYxQbGQN6dEtTm2YGxP/OfB/hqnAY8K98PnM4bgmTE9tL6fqxN/1UREZDv4rWUh4Z088PPTIwFA57Emo8I76ny/DXNj0D/YCz/MHaHztURERObGMSgWIhI1JSYHX4qDXwdnk99vYIg3/pc42uT3ISIiMgYmKBYWIGm7WZ8mtr4kPxERkSbs4tHB4ZfHGnT98+N7GSkSIiIi+8YWFB10cHHQ+9qLSRMhEolw6noZLt6oRLQea5x08nTBjfJaxEX+vVMx99QhIiI7xQRFgxHdfXEgpxiA5q6Vif0CsSUjX+m55pk5y6cNhiAIem3Yt2fRHSiqrEWwjzsAYGykP5btOKf1LsZERES2gl08GrylZDqwKv++R7uy+u4m7ObsIEtOAKB/sDe2P3c7/nrhTr3qIyIislZsQTGiTp4uSo9vWxhrsnuG+1vX/kFERETGwBYUjQwf59EzwNMIcRAREbUfTFA0EmSv1PXMjAr3M0MsRERE7QMTFCNZPm0wAODTaYMsHAkREZHtY4KigbODdlOLvd2bVoO9u38Qzr09QXZcl/1yiIiIqAkTlFb+80A/hfehfu6YMaKrTomGk0PLY+VSJURERLrjLJ5WHhoaio4eLpi95ghmjewGoGXn4dqGRp3r6+LtrrkQERERKWCCokRcZABOvBoPiZvqx/OPIcHYmH5V5fnvZg/DvvNFmBodbIoQiYiI7Bq7eFTwcndSu6Bawh3haq+/LaITXpzQG44OfMRERES6YguKDpwdxBgV7oeKmgaE+rLrhoiIyFSYoOhAJBJh7ezhstdERERkGkxQdMTEhIiIyPQ4QIKIiIisDhMUIiIisjpMUAzQp7MEADCub4CFIyEiIrIvHINigG9nD8OWjDxMGdTF0qEQERHZFSYoBujo4YKZMd0sHQYREZHdYRcPERERWR0mKERERGR1mKAQERGR1WGCQkRERFaHCQoRERFZHSYoREREZHWYoBAREZHVYYJCREREVocJChEREVkdJihERERkdZigEBERkdVhgkJERERWhwkKERERWR2b3M1YEAQAQFlZmYUjISIiIm01f283f4+rY5MJSnl5OQAgJCTEwpEQERGRrsrLy+Hl5aW2jEjQJo2xMlKpFNevX4enpydEIpFR6y4rK0NISAiuXLkCiURi1LqpBZ+zefA5mwefs3nwOZuPqZ61IAgoLy9HUFAQxGL1o0xssgVFLBYjODjYpPeQSCT8H8AM+JzNg8/ZPPiczYPP2XxM8aw1tZw04yBZIiIisjpMUIiIiMjqMEFpxcXFBa+99hpcXFwsHYpd43M2Dz5n8+BzNg8+Z/Oxhmdtk4NkiYiIyL6xBYWIiIisDhMUIiIisjpMUIiIiMjqMEEhIiIiq8MERc7y5cvRrVs3uLq6Yvjw4Th06JClQ7JaSUlJGDp0KDw9PeHv748pU6YgOztboUxNTQ0SEhLg5+cHDw8PPPDAAygoKFAok5ubi0mTJsHd3R3+/v5YtGgRGhoaFMrs2rULgwcPhouLC8LDw7F69WpTfzyrtXTpUohEIixYsEB2jM/ZeK5du4ZHH30Ufn5+cHNzQ79+/XDkyBHZeUEQ8Oqrr6Jz585wc3PD2LFjce7cOYU6iouLMX36dEgkEnh7e2P27NmoqKhQKHPy5EncdtttcHV1RUhICN59912zfD5r0NjYiFdeeQVhYWFwc3NDjx498OabbyrszcLnrLs9e/Zg8uTJCAoKgkgkwq+//qpw3pzPdOPGjejduzdcXV3Rr18/bNmyRb8PJZAgCIKwYcMGwdnZWVi5cqVw6tQpYc6cOYK3t7dQUFBg6dCs0rhx44RVq1YJmZmZwvHjx4WJEycKoaGhQkVFhazMU089JYSEhAg7duwQjhw5IowYMUIYOXKk7HxDQ4MQFRUljB07Vjh27JiwZcsWoWPHjsLixYtlZXJycgR3d3fhueeeE06fPi188skngoODg5CcnGzWz2sNDh06JHTr1k3o37+/MH/+fNlxPmfjKC4uFrp27SrMmjVLOHjwoJCTkyNs3bpVOH/+vKzM0qVLBS8vL+HXX38VTpw4Idxzzz1CWFiYUF1dLSszfvx4YcCAAcKBAweEv/76SwgPDxceeeQR2fnS0lIhICBAmD59upCZmSl8//33gpubm/DFF1+Y9fNayttvvy34+fkJmzdvFi5evChs3LhR8PDwED7++GNZGT5n3W3ZskV4+eWXhV9++UUAIGzatEnhvLme6b59+wQHBwfh3XffFU6fPi0sWbJEcHJyEjIyMnT+TExQ/jZs2DAhISFB9r6xsVEICgoSkpKSLBiV7SgsLBQACLt37xYEQRBKSkoEJycnYePGjbIyWVlZAgAhLS1NEISm/6HEYrGQn58vK7NixQpBIpEItbW1giAIwvPPPy/07dtX4V4PPfSQMG7cOFN/JKtSXl4uRERECCkpKcLtt98uS1D4nI3nhRdeEEaPHq3yvFQqFQIDA4X33ntPdqykpERwcXERvv/+e0EQBOH06dMCAOHw4cOyMn/++acgEomEa9euCYIgCJ999png4+Mje/bN9+7Vq5exP5JVmjRpkvDEE08oHLv//vuF6dOnC4LA52wMrRMUcz7TqVOnCpMmTVKIZ/jw4cK8efN0/hzs4gFQV1eH9PR0jB07VnZMLBZj7NixSEtLs2BktqO0tBQA4OvrCwBIT09HfX29wjPt3bs3QkNDZc80LS0N/fr1Q0BAgKzMuHHjUFZWhlOnTsnKyNfRXKa9/V4SEhIwadKkNs+Cz9l4/ve//yE6Ohr/+Mc/4O/vj0GDBuGrr76Snb948SLy8/MVnpOXlxeGDx+u8Ky9vb0RHR0tKzN27FiIxWIcPHhQViY2NhbOzs6yMuPGjUN2djZu3bpl6o9pcSNHjsSOHTtw9uxZAMCJEyewd+9eTJgwAQCfsymY85ka898SJigAbt68icbGRoV/wAEgICAA+fn5ForKdkilUixYsACjRo1CVFQUACA/Px/Ozs7w9vZWKCv/TPPz85U+8+Zz6sqUlZWhurraFB/H6mzYsAFHjx5FUlJSm3N8zsaTk5ODFStWICIiAlu3bsXTTz+NZ599FmvWrAHQ8qzU/TuRn58Pf39/hfOOjo7w9fXV6fdhz1588UU8/PDD6N27N5ycnDBo0CAsWLAA06dPB8DnbArmfKaqyujzzG1yN2OyLgkJCcjMzMTevXstHYrduXLlCubPn4+UlBS4urpaOhy7JpVKER0djXfeeQcAMGjQIGRmZuLzzz/HY489ZuHo7MePP/6IdevWYf369ejbty+OHz+OBQsWICgoiM+ZFLAFBUDHjh3h4ODQZuZDQUEBAgMDLRSVbUhMTMTmzZuxc+dOBAcHy44HBgairq4OJSUlCuXln2lgYKDSZ958Tl0ZiUQCNzc3Y38cq5Oeno7CwkIMHjwYjo6OcHR0xO7du7Fs2TI4OjoiICCAz9lIOnfujD59+igci4yMRG5uLoCWZ6Xu34nAwEAUFhYqnG9oaEBxcbFOvw97tmjRIlkrSr9+/TBjxgwsXLhQ1kLI52x85nymqsro88yZoABwdnbGkCFDsGPHDtkxqVSKHTt2ICYmxoKRWS9BEJCYmIhNmzYhNTUVYWFhCueHDBkCJycnhWeanZ2N3Nxc2TONiYlBRkaGwv8UKSkpkEgksi+KmJgYhTqay7SX30tcXBwyMjJw/Phx2U90dDSmT58ue83nbByjRo1qM1X+7Nmz6Nq1KwAgLCwMgYGBCs+prKwMBw8eVHjWJSUlSE9Pl5VJTU2FVCrF8OHDZWX27NmD+vp6WZmUlBT06tULPj4+Jvt81qKqqgpiseJXj4ODA6RSKQA+Z1Mw5zM16r8lOg+rtVMbNmwQXFxchNWrVwunT58W5s6dK3h7eyvMfKAWTz/9tODl5SXs2rVLyMvLk/1UVVXJyjz11FNCaGiokJqaKhw5ckSIiYkRYmJiZOebp7/Gx8cLx48fF5KTk4VOnTopnf66aNEiISsrS1i+fHm7m/7amvwsHkHgczaWQ4cOCY6OjsLbb78tnDt3Tli3bp3g7u4urF27VlZm6dKlgre3t/Dbb78JJ0+eFO69916lUzUHDRokHDx4UNi7d68QERGhMFWzpKRECAgIEGbMmCFkZmYKGzZsENzd3e12+mtrjz32mNClSxfZNONffvlF6Nixo/D888/LyvA56668vFw4duyYcOzYMQGA8OGHHwrHjh0TLl++LAiC+Z7pvn37BEdHR+H9998XsrKyhNdee43TjI3hk08+EUJDQwVnZ2dh2LBhwoEDBywdktUCoPRn1apVsjLV1dXCM888I/j4+Aju7u7CfffdJ+Tl5SnUc+nSJWHChAmCm5ub0LFjR+H//u//hPr6eoUyO3fuFAYOHCg4OzsL3bt3V7hHe9Q6QeFzNp7ff/9diIqKElxcXITevXsLX375pcJ5qVQqvPLKK0JAQIDg4uIixMXFCdnZ2QplioqKhEceeUTw8PAQJBKJ8Pjjjwvl5eUKZU6cOCGMHj1acHFxEbp06SIsXbrU5J/NWpSVlQnz588XQkNDBVdXV6F79+7Cyy+/rDB1lc9Zdzt37lT6b/Jjjz0mCIJ5n+mPP/4o9OzZU3B2dhb69u0r/PHHH3p9JpEgyC3fR0RERGQFOAaFiIiIrA4TFCIiIrI6TFCIiIjI6jBBISIiIqvDBIWIiIisDhMUIiIisjpMUIiIiMjqMEEhIiIiq8MEhYiIiKwOExQiIiKyOkxQiIiIyOowQSEiIiKr8/8GckBwZFceugAAAABJRU5ErkJggg==", + "image/png": 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", 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" ] @@ -450,7 +450,7 @@ "output_type": "execute_result", "data": { "text/plain": [ - "[]" + "[]" ] }, "metadata": {}, @@ -459,7 +459,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", 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", 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" ] @@ -484,7 +484,7 @@ "output_type": "execute_result", "data": { "text/plain": [ - "[]" + "[]" ] }, "metadata": {}, @@ -493,7 +493,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", 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", 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" ] @@ -518,7 +518,7 @@ "output_type": "execute_result", "data": { "text/plain": [ - "[]" + "[]" ] }, "metadata": {}, @@ -527,7 +527,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", 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", 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" ] @@ -571,9 +571,9 @@ "cell_type": "code", "execution_count": 21, "source": [ - "wake_expansion_rates = np.arange(start=0.0005, \n", - " stop=0.025,\n", - " step=0.0005)" + "wake_expansion_rates = np.arange(start=0.010, \n", + " stop=0.050,\n", + " step=0.001)" ], "outputs": [], "metadata": {} @@ -599,15 +599,13 @@ "output_type": "stream", "name": "stdout", "text": [ - "[17.45471208 17.39184609 17.33001988 17.2660059 17.20079455 17.13408884\n", - " 17.06766907 17.00103717 16.93299342 16.86497758 16.79450463 16.72453238\n", - " 16.65506253 16.58494077 16.5130108 16.43907024 16.36432723 16.28738129\n", - " 16.21113745 16.13560645 16.0606338 15.98385393 15.90700637 15.82869581\n", - " 15.75105275 15.67424798 15.59828266 15.5231567 15.44783236 15.37177145\n", - " 15.29540386 15.21930565 15.14224613 15.06548169 14.98934919 14.91324284\n", - " 14.83704835 14.76150516 14.68641411 14.61121037 14.5369417 14.46359741\n", - " 14.39061613 14.31800031 14.2452501 14.17342268 14.10202497 14.03036455\n", - " 13.95961497] 16.135606449892187\n" + "[16.31268714 16.15497187 15.99521158 15.83309612 15.67459982 15.51828481\n", + " 15.36063154 15.20253539 15.04543812 14.88904768 14.73456024 14.58154904\n", + " 14.43177039 14.28277385 14.13610594 13.99086988 13.84775626 13.70712357\n", + " 13.56977448 13.43286711 13.29547135 13.16156301 13.03103463 12.90343635\n", + " 12.77552816 12.64898772 12.52486474 12.40380328 12.28468317 12.16667118\n", + " 12.0514293 11.93882026 11.82867191 11.71939224 11.61174641 11.50664781\n", + " 11.40401881 11.30300926 11.20409558 11.10653575] 14.282773853508782\n" ] } ], @@ -640,7 +638,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", 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", 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", 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", 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" ] @@ -837,7 +833,7 @@ "output_type": "stream", "name": "stdout", "text": [ - "Generating a df_approx table of FLORIS solutions covering a total of 168 cases.\n", + "Generating a df_approx table of FLORIS solutions covering a total of 164 cases.\n", "Finished calculating the FLORIS solutions for the dataframe.\n" ] } @@ -858,7 +854,7 @@ "output_type": "stream", "name": "stdout", "text": [ - "Generating a df_approx table of FLORIS solutions covering a total of 168 cases.\n", + "Generating a df_approx table of FLORIS solutions covering a total of 164 cases.\n", "Finished calculating the FLORIS solutions for the dataframe.\n" ] } @@ -955,7 +951,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", 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4j8KNiIhIKTN3LmRkQKNG0K6d1dW4n8KNiIhIKeOvA4nzKNyIiIiUIhs3wqZNUKYM3Huv1dV4hsKNiIhIKZLXa3PbbVCtmrW1eIrCjYiISCmRlmaOtwH/HEicR+FGRESklPjsMzh9GurWhQ4drK7GcxRuRERESom8U1JDh0KAHycAP35rIiIikmfbNnNW4qAgGDTI6mo8S+FGRESkFMjrtfnHPyAiwtpaPE3hRkRExM+dOQNz5pjL/jyQOI/CjYiIiJ/74gs4dQpq1YK4OKur8TyFGxERET+Xd0pqyBAIDLS2Fm9QuBEREfFju3bBypXm1VH33Wd1Nd6hcCMiIuLHpk83v958M0RFWVuLtyjciIiI+KnsbJg921wuDQOJ8yjciIiI+KmvvoJjx6BmTbPnprRQuBEREfFT779vfh082Jy8r7RQuBEREfFDv/0G339vLg8ZYm0t3qZwIyIi4oc+/ND8GhcHdepYW4u3KdyIiIj4mbNnYeZMc/n++62txQoKNyIiIn7m228hKQmqVzfvJVXaKNyIiIj4mbwZiQcNgjJlLC3FEgo3IiIifuTgQVi0yFweOtTaWqyicCMiIuJHZsyA3Fxo3x7q17e6Gmso3IiIiPiJnJy/r5IqTTMSn0/hRkRExE8sXWqelqpcGW6/3epqrKNwIyIi4ifyBhIPGABly1pbi5UUbkRERPxAcjJ8/bW5XJpPSYHCjYiIiF+YNcucvC82Fpo0sboaaynciIiIlHC5uTB9urlc2nttQOFGRESkxPvhB9i7F8LD4a67rK7GepaGmwkTJnDNNdcQFhZGjRo16NWrF7t27brgPrNmzcJmszk9ypbmUVMiIlLq5Q0k7tcPype3thZfYGm4WbFiBcOHD+fHH38kPj4eu91Oly5dSE9Pv+B+4eHhJCUlOR779+/3UsUiIiK+5fhxWLDAXNYpKVOQlS++ePFip+ezZs2iRo0abNy4kRtvvLHQ/Ww2G5GRkZ4uT0RExOfNmQPZ2dC6NbRqZXU1vsHScHO+lJQUAKpUqXLB7dLS0qhduza5ubm0atWKl19+mSaFDA3PysoiKyvL8Tw1NRUAu92O3W53U+WA3U6wY9EO7jy2OMn7ubn15yf5qJ29Q+3sPf7Y1oYB778fBNi4774c7PZcq0vyWDu7cjybYRiGW1/9EuXm5vKPf/yDU6dOsWrVqkK3W7t2Lbt37yYmJoaUlBTeeOMNVq5cyfbt24mKisq3/dixYxk3bly+9XPnziU0NNRt9QdmZnJrnz4AfDNvHjkaByQiIh72yy9VePrpGwgJOcvMmUsIDT1rdUkek5GRQb9+/UhJSSE8PPyC2/pMuHnwwQdZtGgRq1atKjCkFMZut9OoUSP69u3L+PHj832/oJ6b6Ohojh8/ftHGcUl6OsGVKwOQcfQowZUque/Y4sRutxMfH09cXBzBwcEX30EuidrZO9TO3uOPbX3ffYH85z8BDBqUy/vv51hdDuC5dk5NTaVatWpFCjc+cVpqxIgRfPPNN6xcudKlYAMQHBxMy5Yt2bNnT4HfDwkJISQkpMD93PrLfc6x3H5sKZDa2TvUzt6hdvYef2nrkydh/nxz+YEHAggO9q3ZXdzdzq4cy9KWMAyDESNGsGDBApYvX06dOnVcPkZOTg5bt27lsssu80CFIiIivunjjyEzE5o2hbZtra7Gt1jaczN8+HDmzp3LV199RVhYGMnJyQBUrFiRcuXKATBgwAAuv/xyJkyYAMALL7zAtddeS926dTl16hSvv/46+/fvZ+jQoZa9DxEREW8yjL/nthk2DGw2a+vxNZaGm6lTpwLQoUMHp/UzZ85k0KBBABw4cICAgL87mE6ePMmwYcNITk6mcuXKtG7dmjVr1tC4cWNvlS0iImKp9evh55/NO3/fc4/V1fgeS8NNUcYyJyQkOD2fNGkSkyZN8lBFIiIivi+v1+aOO+Ais6eUSr41+khEREQu6PRp+OQTc1kzEhdM4UZERKQEmTcP0tOhQQO44Qarq/FNCjciIiIlyPvvm1+HDtVA4sIo3IiIiJQQiYmwYYM5tdrAgVZX47sUbkREREqIvIHEvXpB9eqWluLTFG5ERERKgIwMc+I+0EDii1G4ERERKQE+/xxSUqBOHbjpJqur8W0KNyIiIiVA3impoUMhQJ/eF6TmERER8XG//AKrV0NgIAwebHU1vk/hRkRExMfl9drceivoPtEXp3AjIiLiwzIzYc4cc1kDiYtG4UZERMSHLVgAf/4JUVHQrZvV1ZQMCjciIiI+LO+U1H33mWNu5OIUbkRERHzUnj3www/mbRaGDLG6mpJD4UZERMRHTZ9ufu3WDWrVsraWkkThRkRExAdlZ8PMmeayBhK7RuFGRETEB339NRw9ChER5iXgUnQKNyIiIj4obyDx4MHmXcCl6BRuREREfMzvv8PSpeby0KGWllIiKdyIiIj4mBkzwDCgUye46iqrqyl5FG5ERER8yNmzZrgBuP9+a2spqRRuREREfMjixXD4MFStCr16WV1NyaRwIyIi4kPyBhIPHAghIdbWUlIp3IiIiPiIw4fhm2/MZQ0kvnQuhZuzZ88yZ84cjhw54ql6RERESq2ZMyE3F66/Hho1srqaksulcBMUFMQ///lPMjMzPVWPiIhIqZSbCx9+aC5rRuLicfm0VJs2bUhMTPRAKSIiIqXX99+b89tUrAh33GF1NSVbkKs7PPTQQ4waNYqDBw/SunVrypcv7/T9mJgYtxUnIiJSWuQNJL73XggNtbaWks7lcNOnTx8AHn74Ycc6m82GYRjYbDZycnLcV52IiEgpcPQofPWVuaxTUsXncrjZt2+fJ+oQEREptWbPBrsd2rQBnQApPpfDTe3atT1Rh4iISKlkGH+fklKvjXu4HG4A9u7dy+TJk9mxYwcAjRs3ZuTIkVylG2CIiIi4ZMUK2L0bKlSAv0Z+SDG5fLXUkiVLaNy4MT/99BMxMTHExMSwbt06mjRpQnx8vCdqFBER8Vt5vTZ9+5oBR4rP5Z6bp556ikcffZRXXnkl3/onn3ySuLg4txUnIiLiz/78E774wlzWKSn3cbnnZseOHQwZMiTf+vvuu49ffvnFLUWJiIiUBh99BFlZ0KIFXH211dX4D5fDTfXq1QucxC8xMZEaNWq4oyYRERG/d/5AYpvN2nr8icunpYYNG8b999/Pb7/9Rrt27QBYvXo1r776KqNGjXJ7gSIiIv5o7VrYvh3KlYP+/a2uxr+4HG6effZZwsLCmDhxImPGjAGgZs2ajB071mliPxERESlcXq/NXXeZt1wQ93H5ruAfffQR/fr149ChQ6SkpJCSksKhQ4cYOXIkNhf71CZMmMA111xDWFgYNWrUoFevXuzateui+33++ec0bNiQsmXL0qxZM7777juXXldERMRKKSnw6afmsgYSu1+x7goeFhZGWFjYJb/4ihUrGD58OD/++CPx8fHY7Xa6dOlCenp6ofusWbOGvn37MmTIEDZv3kyvXr3o1asX27Ztu+Q6REREvGnuXDhzBho1gr9GeIgbuXxaqk2bNmzevNktMxUvXrzY6fmsWbOoUaMGGzdu5MYbbyxwn7feeotu3boxevRoAMaPH098fDxTpkzhvffeK3ZNIiIinqaBxJ51SXcFf+yxxzh06JDb7wqekpICQJUqVQrdZu3atfkGLnft2pWFCxcWuH1WVhZZWVmO56mpqQDY7Xbsdvsl15qP3U6wY9Fu3iREPCLv5+bWn5/ko3b2DrWz9/hKW2/aBJs3B1OmjEHfvmf97uPCU+3syvF85q7gubm5PPLII1x33XU0bdq00O2Sk5OJiIhwWhcREUFycnKB20+YMIFx48blW7906VJC3XhP+cDMTG79a3n58uXklC3rtmNLwTQjtneonb1D7ew9Vrf11KkxQB3atj3MunUbLa3Fk9zdzhkZGUXe1mfuCj58+HC2bdvGqlWr3HrcMWPGOPX0pKamEh0dTZcuXQgPD3ffC50zTqhTp04EV6rkvmOLE7vdTnx8PHFxcQQHB198B7kkamfvUDt7jy+0dVoa3HOP+dH77LORdOhwsyV1eJKn2jnvzEtRuBRu7HY7nTp14ptvvqFRo0YuF1aYESNG8M0337By5UqioqIuuG1kZCRHjhxxWnfkyBEiIyML3D4kJISQkJB864ODg937y33Osdx+bCmQ2tk71M7eoXb2Hivb+ssvzYBTty507hzk1+Nt3N3OrhzLpaulgoODHVdKuYNhGIwYMYIFCxawfPly6tSpc9F9YmNjWbZsmdO6+Ph4YmNj3VaXiIiIJ+QNJB46VAOJPcnl2y8MHz6cV199lbNnzxb7xYcPH85//vMf5s6dS1hYGMnJySQnJ3PmzBnHNgMGDHBMFggwcuRIFi9ezMSJE9m5cydjx45lw4YNjBgxotj1iIiIeMrWrbBuHQQFwaBBVlfj31wec7N+/XqWLVvG0qVLadasWb6rpb788ssiH2vq1KkAdOjQwWn9zJkzGfTXT/7AgQMEBPydwdq1a8fcuXN55plnePrpp6lXrx4LFy684CBkERERq+X12vzjH3DedTHiZi6Hm0qVKnH77be75cUNw7joNgkJCfnW3Xnnndx5551uqUFERMTTzpwx7wAOcP/91tZSGrgcbmbOnOmJOkRERPzWF1/AqVNQuzbExVldjf9zecwNmPeY+v7775k2bRqnT58G4I8//iAtLc2txYmIiPiD9983vw4ZAgGX9MkrrnC552b//v1069aNAwcOkJWVRVxcHGFhYbz66qtkZWXpFggiIiLn2LkT/vc/M9QMHmx1NaWDy/lx5MiRXH311Zw8eZJy5co51vfu3TvfJdoiIiKl3fTp5tebb4aLTOUmbuJyz83//vc/1qxZQ5kyZZzWX3HFFRw+fNhthYmIiJR0WVkwe7a5PGyYtbWUJi733OTm5hZ4/6hDhw4RFhbmlqJERET8wVdfwfHjULOm2XMj3uFyuOnSpQuTJ092PLfZbKSlpfH8889zs35yIiIiDnlz29x3nzl5n3iHy009ceJEunbtSuPGjcnMzKRfv37s3r2batWq8cknn3iiRhERkRLnt9/g++/N2ywMGWJ1NaWLy+EmKiqKLVu28Omnn7JlyxbS0tIYMmQI/fv3dxpgLCIiUprlDSSOi4MrrrC0lFLnkjrJgoKC6N+/P/3793d3PSIiIiWe3Q55c95qILH3aSohERERN/v2W0hOhurVzXtJiXcp3IiIiLhZ3kDiQYPgvJlTxAsUbkRERNzo4EFYvNhcHjrU2lpKK4UbERERN5oxA3JzoUMHqF/f6mpKJ4UbERERN8nJgQ8/NJc1kNg6RbpaqnLlythstiId8M8//yxWQSIiIiXVkiXmaakqVeC226yupvQqUrg5d0biEydO8OKLL9K1a1diY2MBWLt2LUuWLOHZZ5/1SJEiIiIlQd5A4nvvhbJlra2lNCtSuBk4cKBj+fbbb+eFF15gxIgRjnUPP/wwU6ZM4fvvv+fRRx91f5UiIiI+LikJvv7aXNYpKWu5POZmyZIldOvWLd/6bt268f3337ulKBERkZJm1ixzzE1sLDRpYnU1pZvL4aZq1ap89dVX+dZ/9dVXVK1a1S1FiYiIlCS5uX/fbkG9NtZz+fYL48aNY+jQoSQkJNC2bVsA1q1bx+LFi/kg72SjiIhIKfLDD+aNMsPD4a67rK5GXA43gwYNolGjRrz99tt8+eWXADRq1IhVq1Y5wo6IiEhpkvd/+/79oXx5a2uRS7xxZtu2bfn444/dXYuIiEiJc+wY/PV/fZ2S8hGXNInf3r17eeaZZ+jXrx9Hjx4FYNGiRWzfvt2txYmIiPi6OXPMu4C3bg0tW1pdjcAlhJsVK1bQrFkz1q1bxxdffEFaWhoAW7Zs4fnnn3d7gSIiIr7KMP4+JaVeG9/hcrh56qmnePHFF4mPj6fMObc67dSpEz/++KNbixMREfFlq1bBrl0QGgp9+1pdjeRxOdxs3bqV3r1751tfo0YNjh8/7paiRERESoK8Xps+fcwrpcQ3uBxuKlWqRFJSUr71mzdv5vLLL3dLUSIiIr7u5En4/HNz+f77ra1FnLkcbvr06cOTTz5JcnIyNpuN3NxcVq9ezeOPP86AAQM8UaOIiIjP+fhjyMyEZs2gTRurq5FzuRxuXn75ZRo2bEh0dDRpaWk0btyYG2+8kXbt2vHMM894okYRERGfYhjw/vvm8rBhYLNZW484c2meG8MwSE5O5u233+a5555j69atpKWl0bJlS+rVq+epGkVERHzKTz/B1q3mnb/vucfqauR8LoebunXrsn37durVq0d0dLSn6hIREfFZeQOJ77gDKle2thbJz6XTUgEBAdSrV48TJ054qh4RERGfdvo0zJtnLmtuG9/k8pibV155hdGjR7Nt2zZP1CMiIuLTPvkE0tOhQQO44Qarq5GCuHxvqQEDBpCRkUHz5s0pU6YM5cqVc/r+n3/+6bbiREREfM25MxJrILFvcjncTJ482QNliIiI+L7Nm2HDBggOBs1+4rtcDjcDBw70RB0iIiI+L6/XpndvqF7d2lqkcC6Hm3NlZmaSnZ3ttC5c80+LiIgfSk83J+4DDST2dS4PKE5PT2fEiBHUqFGD8uXLU7lyZaeHK1auXEmPHj2oWbMmNpuNhQsXXnD7hIQEbDZbvkdycrKrb0NERMQln38OqalQpw506mR1NXIhLoebJ554guXLlzN16lRCQkKYPn0648aNo2bNmsyZM8elY6Wnp9O8eXPeeecdl/bbtWsXSUlJjkeNGjVc2l9ERMRVeaekhg6FAJc/PcWbXD4t9fXXXzNnzhw6dOjA4MGDueGGG6hbty61a9fm448/pn///kU+Vvfu3enevburJVCjRg0qVark8n4iIiKXYvt2WLMGAgNh8GCrq5GLcTnc/Pnnn1x55ZWAOb4m79Lv66+/ngcffNC91RWiRYsWZGVl0bRpU8aOHct1111X6LZZWVlkZWU5nqempgJgt9ux2+3uK8puJ9ixaAd3Hluc5P3c3Przk3zUzt6hdvae4rT1++8HAIHccksu1arl6E/8BXjqd9qV47kcbq688kr27dtHrVq1aNiwIZ999hlt2rTh66+/9nhvymWXXcZ7773H1VdfTVZWFtOnT6dDhw6sW7eOVq1aFbjPhAkTGDduXL71S5cuJTQ01G21BWZmcutfy8uXLyenbFm3HVsKFh8fb3UJpYLa2TvUzt7jaltnZwcwc2ZXIJCYmHV8991RzxTmZ9z9O52RkVHkbW2GYRiuHHzSpEkEBgby8MMP8/3339OjRw8Mw8But/Pmm28ycuRIlwsGsNlsLFiwgF69erm0X/v27alVqxYfffRRgd8vqOcmOjqa48ePu/fKrvR0gv8aUJ1x9CjBOm3mMXa7nfj4eOLi4ggODr74DnJJ1M7eoXb2nktt608+sTFwYBDR0Qa//nqWwEAPFukHPPU7nZqaSrVq1UhJSbno57fLPTePPvqoY7lz587s3LmTjRs3UrduXWJiYlyvtpjatGnDqlWrCv1+SEgIISEh+dYHBwe79w/JOcdy+7GlQGpn71A7e4fa2XtcbeuZM82v991no2xZ/YyKyt2/064cq1jz3ADUrl2b2rVrF/cwlywxMZHLLrvMstcXERH/tXs3JCSYt1m47z6rq5GicjncvPDCCxf8/nPPPVfkY6WlpbFnzx7H83379pGYmEiVKlWoVasWY8aM4fDhw45LzCdPnkydOnVo0qQJmZmZTJ8+neXLl7N06VJX34aIiMhFTZ9ufu3WDWrVsrYWKTqXw82CBQucntvtdvbt20dQUBBXXXWVS+Fmw4YNdOzY0fF81KhRgHmLh1mzZpGUlMSBAwcc38/Ozuaxxx7j8OHDhIaGEhMTw/fff+90DBEREXfIzoZZs8xlzUhcsrgcbjZv3pxvXWpqKoMGDaJ3794uHatDhw5caDzzrLzfqr888cQTPPHEEy69hoiIyKX4+ms4ehQiI+HWWy++vfgOt8yxGB4ezrhx43j22WfdcTgRERHL5c1IPHiw0zUjUgK4bQLplJQUUlJS3HU4ERERy/z+O+QN5xwyxNJS5BK4fFrq7bffdnpuGAZJSUl89NFHl3QrBREREV/z4YdgGHDTTXDVVVZXI65yOdxMmjTJ6XlAQADVq1dn4MCBjBkzxm2FiYiIWOHsWZgxw1zWQOKSyeVws2/fPk/UISIi4hMWLYI//oCqVcHFSfPFR+im7SIiIufIG0g8cCAUMMG9lAAu99z07t0bm81WpG2//PJLlwsSERGxyuHD8O235rJOSZVcLvfcVKxYkWXLlrFhwwbHuo0bN7J8+XLCw8OpWLGi4yEiIlKSzJwJublwww3QsKHV1cilcrnnJiIigrvuuov33nuPwL9ujZqTk8NDDz1EeHg4r7/+utuLFBER8bTc3L9vt6Bem5LN5Z6bGTNm8PjjjzuCDUBgYCCjRo1iRt7wchERkRImPh7274dKleCOO6yuRorD5XBz9uxZdu7cmW/9zp07yc3NdUtRIiIi3pY3kPiee6BcOWtrkeJx+bTU4MGDGTJkCHv37qVNmzYArFu3jldeeYXBgwe7vUARERFPO3IEvvrKXNYpqZLP5XDzxhtvEBkZycSJE0lKSgLgsssuY/To0Tz22GNuL1BERMTTZs82J+9r0wZiYqyuRorL5XATEBDguDt3amoqYN44U0REpCQyjL8HEt9/v7W1iHu4PObmzJkzZGRkAGaoOXnyJJMnT2Zp3h3GRERESpAVK2D3bqhQAe6+2+pqxB1cDjc9e/Zkzpw5AJw6dYo2bdowceJEevbsydSpU91eoIiIiCe9/775tV8/M+BIyedyuNm0aRM33HADAPPnzycyMpL9+/czZ86cfHcMFxER8WUnTsAXX5jLGkjsP1wONxkZGYSFhQGwdOlSbrvtNgICArj22mvZv3+/2wsUERHxlI8+guxsaNECWre2uhpxF5fDTd26dVm4cCEHDx5kyZIldOnSBYCjR49qYLGIiJQYhvH33DbDhkERb5soJYDL4ea5557j8ccf54orrqBt27bExsYCZi9Oy5Yt3V6giIiIJ6xdC7/8Yk7Y17+/1dWIO7l8Kfgdd9zB9ddfT1JSEs2bN3esv+mmm+jdu7dbixMREfGUvF6bu+8G3evZv7gcbgAiIyOJjIx0Wpc3W7GIiIivS0mBTz81lzWQ2P+4fFpKRESkpPv4YzhzBho3hr9GV4gfUbgREZFSRQOJ/Z/CjYiIlCqbNtlITIQyZeDee62uRjxB4UZEREqVDz80u2puvx2qVrW4GPEIhRsRESk1zpwJZN4886NPA4n9l8KNiIiUGqtWXU5amo26daFDB6urEU9RuBERkVIjPr42oIHE/k7hRkRESoWff4Zff61CUJDBwIFWVyOepHAjIiKlwttvmx95nTsbRERYXIx4lMKNiIj4valTYc4c8yNvyRIbH35ocUHiUQo3IiLi1w4dguHDAcxBNoZh44EHzPXinxRuRETEr73xhjkr8blycmDPHmvqEc9TuBEREb/1zjvw1lv51wcGQt263q9HvEPhRkRE/NLbb8OIEeZy164QGGh23wQGGkybBlFRFhYnHqVwIyIifmfyZBg50lx+6ilYtAh27z7L+PGr2L37LEOGWFqeeJjCjYiI+JU334RHHzWXn34aXn7ZnLAvKgqaNTuhHptSwNJws3LlSnr06EHNmjWx2WwsXLjwovskJCTQqlUrQkJCqFu3LrNmzfJ4nSIiUjK8/jo89pi5/Mwz8OKLmom4NLI03KSnp9O8eXPeeeedIm2/b98+brnlFjp27EhiYiKPPPIIQ4cOZcmSJR6uVEREfN2rr8ITT5jLzz8PL7ygYFNaBVn54t27d6d79+5F3v69996jTp06TJw4EYBGjRqxatUqJk2aRNeuXT1VpoiI+LiXX4Z//9tcHjvWDDdSelkably1du1aOnfu7LSua9euPPLII4Xuk5WVRVZWluN5amoqAHa7Hbvd7r7i7HaCHYt2cOexxUnez82tPz/JR+3sHWrn4nv55QDGjg0EYOzYHJ5+OrfAP8Fqa+/wVDu7crwSFW6Sk5OJOO+GIBEREaSmpnLmzBnKlSuXb58JEyYwbty4fOuXLl1KaGio22oLzMzk1r+Wly9fTk7Zsm47thQsPj7e6hJKBbWzd6idL828eQ2YN68hAP37/0KLFrv57rsL76O29g53t3NGRkaRty1R4eZSjBkzhlGjRjmep6amEh0dTZcuXQgPD3ffC6WnOxY7depEcKVK7ju2OLHb7cTHxxMXF0dwcPDFd5BLonb2DrXzpTEMeOGFAObNM3tsXnoph9Gj6wH1Ct1Hbe0dnmrnvDMvRVGiwk1kZCRHjhxxWnfkyBHCw8ML7LUBCAkJISQkJN/64OBg9/5yn3Mstx9bCqR29g61s3eonYvOMOC55+Cll8znr70Go0cHAoFF2l9t7R3ubmdXjlWi5rmJjY1l2bJlTuvi4+OJjY21qCIREfEmw/j7Em+AiRNh9GhraxLfY2m4SUtLIzExkcTERMC81DsxMZEDBw4A5imlAQMGOLb/5z//yW+//cYTTzzBzp07effdd/nss894NG+2JhER8VuGAWPGmFdGAUyaBOeMOhBxsDTcbNiwgZYtW9KyZUsARo0aRcuWLXnuuecASEpKcgQdgDp16vDtt98SHx9P8+bNmThxItOnT9dl4CIifs4w4MknzblswLwZ5gUulJVSztIxNx06dMA4/z705yho9uEOHTqwefNmD1YlIiK+xDDg8cfN2yoATJkCw4dbW5P4thI1oFhEREoXwzBPPU2ebD5/91148EFLS5ISQOFGRER8kmGYp57eftt8/t578MADlpYkJYTCjYiI+BzDgH/9C/JuPfj++zBsmLU1ScmhcCMiIj4lNxdGjICpU80bX06fDvfdZ3VVUpIo3IiIiM/IzYWHHoJp08xgM2MGDBpkdVVS0ijciIiIT8jNNcfUTJ9uBptZs+Ccqc5EikzhRkRELJeba46pmTEDAgJg9my45x6rq5KSSuFGREQslZMDQ4eaPTUBAfDRR9Cvn9VVSUmmcCMiIpbJyTEHC8+ZA4GB8J//QJ8+VlclJZ3CjYiIWCInxxws/J//mMFm7ly46y6rqxJ/oHAjIiJed/YsDBxoBpqgIPjkE7jjDqurEn+hcCMiIl519izcey/Mm2cGm08/hdtus7oq8ScKNyIi4jV2u3kV1GefQXCw+bVXL6urEn+jcCMiIl5ht5tXQc2fbwab+fPhH/+wuirxRwo3IiLicdnZ0LcvfPkllCkDX3wBt95qdVXirxRuRETEo7Kz4e67YeFCM9gsWAA332x1VeLPFG5ERMRjsrLMy7v/+18ICTEDTrduVlcl/k7hRkREPCIry7y8+5tvoGxZ+Oor6NLF6qqkNFC4ERERt8vMhNtvh+++M4PN119D585WVyWlhcKNiIi4VWYm9O4NixdDuXJmsLnpJqurktJE4UZERNzmzBlz3pqlSyE01Dwl1bGj1VVJaaNwIyIibpGRAT17wvffm8Hmu++gfXurq5LSSOFGRESKLSMDevSA5cuhfHlYtAhuuMHqqqS0CrC6ABERKdnS080J+ZYvhwoVzLE2CjZiJfXciIjIJUtLM4PNihUQFmYGm3btrK5KSjuFGxERuSRpaeZMw//7nxlsliyB2FirqxJRuBERkUtw+jR07w6rV0N4uHl1VNu2VlclYtKYGxERcUlqqnkLhdWroWJFiI9XsBHfop4bEREpspQUM9j8+CNUqmQGm6uvtroqEWcKNyIiUiSnTkHXrvDTT1C5sjmfTatWVlclkp/CjYiIXNSpU+ZNL9evhypVzGDTsqXVVYkUTOFGREQu6ORJiIuDjRuhalVYtgyaN7e6KpHCaUCxiIgU6s8/zbt5b9wI1aqZE/Up2IivU8+NiIgU6MQJM9gkJkL16mawadrU6qpELk49NyIiks/x43DTTWawqVEDfvhBwUZKDvXciIiIk2PHzGCzdStERJg9No0bW12VSNEp3IiIiMPRo2aw2bYNIiPNHpuGDa2uSsQ1CjciIgLAkSPQqRP88gtcdpkZbBo0sLoqEdf5xJibd955hyuuuIKyZcvStm1bfvrpp0K3nTVrFjabzelRtmxZL1YrIuJ/kpOhY0cz2Fx+uXmXbwUbKaksDzeffvopo0aN4vnnn2fTpk00b96crl27cvTo0UL3CQ8PJykpyfHYv3+/FysWEfEvSUnQoQPs2AFRUZCQAPXqWV2VyKWzPNy8+eabDBs2jMGDB9O4cWPee+89QkNDmTFjRqH72Gw2IiMjHY+IiAgvViwi4j8OHzaDza5dEB1tBpu6da2uSqR4LA032dnZbNy4kc6dOzvWBQQE0LlzZ9auXVvofmlpadSuXZvo6Gh69uzJ9u3bvVGuiIhfOXTIDDa//gq1apnB5qqrrK5KpPgsHVB8/PhxcnJy8vW8REREsHPnzgL3adCgATNmzCAmJoaUlBTeeOMN2rVrx/bt24mKisq3fVZWFllZWY7nqampANjtdux2u/vejN1OsGPRDu48tjjJ+7m59ecn+aidvcOqdj54ELp0CWLvXhu1axvEx58lOtq//3Tpd9o7PNXOrhyvxF0tFRsbS2xsrON5u3btaNSoEdOmTWP8+PH5tp8wYQLjxo3Lt37p0qWEhoa6ra7AzExu/Wt5+fLl5GiQs8fFx8dbXUKpoHb2Dm+287Fj5Xjmmes4ciSYiIh0/v3v1fzyyxl++cVrJVhKv9Pe4e52zsjIKPK2loabatWqERgYyJEjR5zWHzlyhMjIyCIdIzg4mJYtW7Jnz54Cvz9mzBhGjRrleJ6amkp0dDRdunQhPDz80os/X3q6Y7FTp04EV6rkvmOLE7vdTnx8PHFxcQQHB198B7kkamfv8HY7799v9tgcOWLjyisNli4tQ61aHT3+ur5Av9Pe4al2zjvzUhSWhpsyZcrQunVrli1bRq9evQDIzc1l2bJljBgxokjHyMnJYevWrdx8880Ffj8kJISQkJB864ODg937y33Osdx+bCmQ2tk71M7e4Y12/v138+7ev/9ujq354Qcb0dGl72er32nvcHc7u3Isy09LjRo1ioEDB3L11VfTpk0bJk+eTHp6OoMHDwZgwIABXH755UyYMAGAF154gWuvvZa6dety6tQpXn/9dfbv38/QoUOtfBsiIj5t3z5z8PCBA+Zl3j/8YM5nI+KPLA83d999N8eOHeO5554jOTmZFi1asHjxYscg4wMHDhAQ8PdFXSdPnmTYsGEkJydTuXJlWrduzZo1a2isG5+IiBRo715zgr6DB6F+fTPY1KxpdVUinmN5uAEYMWJEoaehEhISnJ5PmjSJSZMmeaEqEZGSb88eM9gcOmTOOPzDD+atFUT8meWT+ImIiGfs3m2eijp0CBo1MuexUbCR0kDhRkTED+3aBe3bmzMQN25s9tgU8SJUkRJP4UZExM/s3Gn22CQlQdOmZrDRXWqkNFG4ERHxIzt2mMEmORmaNYPly6FGDaurEvEuhRsRET+xfbsZbI4cgebNzWBTvbrVVYl4n8KNiIgf2LbNvCrq6FFo0QKWLYNq1ayuSsQaCjciIiXczz+bwebYMWjVygw2VataXZWIdRRuRERKsC1boFMnOH4cWreG77+HKlWsrkrEWgo3IiIl1ObNZrA5cQKuucYMNpUrW12ViPUUbkRESqBNm+Cmm+DPP6FtW4iPh0qVrK5KxDco3IiIlDAbNpjB5uRJuPZaWLIEKla0uioR36FwIyJSgqxfD507w6lT0K6dgo1IQRRuRERKiHXrzGCTkgLXXQeLF0N4uNVVifgehRsRkRJg7VqIi4PUVLjhBli0CMLCrK5KxDcp3IiI+Lg1a6BrVzh92rwZ5nffKdiIXIjCjYiID1u16u9g07EjfPstVKhgdVUivk3hRkTER61cCd26QVqaOZ/NN99A+fJWVyXi+xRuRER80IoV0L07pKebg4i//hpCQ62uSqRkULgREfExP/wAN98MGRnQpQv8978KNiKuULgREfEhy5bBLbeYwaZbN/jqKyhXzuqqREoWhRsRER8RHw+33gpnzpg9NwsWQNmyVlclUvIEWV2AiEhpdugQbN1ajVOnbDzwAGRlmQFn/nwICbG6OpGSSeFGRMQiH34I998fRG7udYABwD/+AZ99pmAjUhwKNyIiXpaTY14NNWwYGIbtr7U2bDaYNEnBRqS4FG5ERDwoMxO2bYPNm2HTJvPrzz+b42rOZxhw4ABceaX36xTxJwo3IiJukpoKiYl/h5jNm2HHDjh7Nv+25crlDziBgVC3rldKFfFrCjciIpfgyBHnELN5M+zdW/C21apBy5bOj7p1YdYseOABg5wcG4GBBtOm2YiK8urbEPFLCjciIhdgGLBvn3OI2bwZkpIK3r5WrfxBJioKbLb82w4ZAp06neXjj9fRv39b6tQJdlPNBmfPniUnJ8ctx/MXdrudoKAgMjMz1TYeVJx2Dg4OJjAwsNg1KNyIiPzl7FnYudM5xCQmwqlT+be12aBBg/xBpmpV114zKgqaNTvhth6b7OxskpKSyMjIcM8B/YhhGERGRnLw4EFsBaVNcYvitLPNZiMqKooKxbw7rMKNiJRKZ87A1q3OQebnn80BwOcrUwaaNv07wLRqBTExvncTy9zcXPbt20dgYCA1a9akTJky+hA/R25uLmlpaVSoUIGAAM1h6ymX2s6GYXDs2DEOHTpEvXr1itWDo3AjIn7v1CmzByYvxGzaZPbQFNRjXqECtGhhBpi8MNOokRlwfF12dja5ublER0cTqptR5ZObm0t2djZly5ZVuPGg4rRz9erV+f3337Hb7Qo3IiJ5kpKcQ8zmzeaYmYJUr/53T0xekLnqKijpn3v64JaSyl09jQo3IlIiGQb89ptziNm82byKqSC1azuHmJYtoWbNggf6ikjJpnAjIj7Pbv97oG9ekElMNOeVOV9AADRs6BxiWrSAKlW8XbWI5yQkJNCxY0dOnjxJpUqVrC7H5yjciIhPycgwB/qe2xuzdat5Q8nzhYRAs2bOQSYmBjTcpOQZNGgQs2fPzre+a9euLF682IKKiu/c9xQUFERUVBR33nknL7zwAmVduN17hw4daNGiBZMnT3asa9euHUlJSVSsWPGS65s1axaDBw/Otz4kJITMgkbWlyAKNyJimZMn888fs3Mn5Obm3zY83OyBOTfINGoEwe6ZGkZ8QLdu3Zg5c6bTuhAP32grOzubMh4cLZ73nux2Oxs3bmTgwIHYbDZeffXVYh23TJkyREZGFru+8PBwdu3a5bTuQuNeCmovwzDIyckhKMi1SHGp+xWFRp2JiMcZBhw+DN98A+PHw223QZ065qmim26Cxx+Hjz+GX34xg01EBHTrBmPGmHfI3rPHDEIrVsDkyTBwoNlDo2DjWYcOwQ8/mF+9ISQkhMjISKdH5cqVHd+32WxMnz6d3r17ExoaSr169fjvf//rdIxt27bRvXt3KlSoQEREBPfeey/Hjx93fP/WW2/lX//6F4888gjVqlWja9euAPz3v/+lXr16lC1blo4dOzJ79mxsNhunTp0iPT2d8PBw5s+f7/RaCxcupHz58pw+ffqi7yk6OppevXrRuXNn4uPjHd8/ceIEffv25fLLLyc0NJRmzZrxySefOL4/aNAgVqxYwVtvvYXNZsNms/H777+TkJDgqC/PF198QZMmTQgJCeGKK65g4sSJF21zm82Wr80jIiIc3+/QoQMjRoxwaq+81160aBGtW7cmJCSEVatWkZWVxcMPP+w4zo033sj69esdxypsP09Qz42IuFVurnkbgvN7ZI4eLXj7OnWc549p2RIuu8y7NfszwzBP9blq9mz417/Mn2dAAPzf/5mhsqhCQz0zWHvcuHG89tprvP766/zf//0f/fv3Z//+/VSpUoVTp07RqVMnhg4dyqRJkzhz5gxPPvkkd911F8uXL3ccY86cOTz44IOsXr0agH379nHHHXcwcuRIhg4dyubNm3n88ccd25cvX54+ffowc+ZM7rjjDsf6vOdhYWFFqn3btm2sWbOG2rVrO9ZlZmbSunVrnnzyScLDw/n222+59957ueqqq2jTpg1vvfUWv/76K02bNuWFF14A/r5c+lwbN27krrvuYuzYsdx9992sWbOGhx56iKpVqzJo0CBXm9nJ7Nmzndor6a/puZ966ineeOMNrrzySipXrswTTzzBF198wcyZM6latSpTp06la9eu7NmzhyrnDHo7fz+PMHzAlClTjNq1axshISFGmzZtjHXr1l1w+88++8xo0KCBERISYjRt2tT49ttvi/xaKSkpBmCkpKQUt2xnaWmGYf4dMbJPnnTvscVJdna2sXDhQiM7O9vqUvxaUdo5O9swEhMNY+ZMw3j4YcO4/nrDCAtz/FNwegQEGEaTJoZxzz2G8eabhvHDD4ahfyru/X0+c+aM8csvvxhnzpxxrDvnT5NXH2lprtU+cOBAIzAw0ChfvrzT46WXXnJsAxjPPPPMOe8tzQCMRYsWGYZhGOPHjze6dOnidNyDBw8agLFr1y4jJyfHuO6664yWLVs6bfPkk08aTZs2dVr373//2wCMk3/9kq5bt84IDAw0/vjjD8MwDOPIkSNGUFCQkZCQUKT3FBISYgBGQECAMX/+/Au2xS233GI89thjjuft27c3Ro4c6bTNDz/84FRfv379jLi4OKdtRo8ebTRu3LjQ15k5c6YB5Gvzbt26Ob32+e2V99oLFy50rEtLSzOCg4ONjz/+2MjJyTFOnjxpZGZmGjVr1jRee+21Qvc7X0G/w3lc+fy2vOfm008/ZdSoUbz33nu0bduWyZMn07VrV3bt2kWNGjXybb9mzRr69u3LhAkTuPXWW5k7dy69evVi06ZNNG3a1IJ3IOKfDh2CrVurERNj9q6kp5sz+J57xdK2bZCdnX/fsmXNgb7nXnrdrJl5J2yRwnTs2JGpU6c6raty3mVuMTExjuXy5csTHh7O0b+6Bbds2cIPP/xQ4NT9e/fupe5ft1xv1aqV0/d27drFNddc47SuTZs2+Z43adKE2bNn89RTT/Gf//yH2rVrc+ONNxbpPaWnpzNp0iSCgoK4/fbbHd/Pycnh5Zdf5rPPPuPw4cNkZ2eTlZXl8iSMO3bsoGfPnk7rrrvuOiZPnkxOTk6hE+KFhYWxadMmp3XlzvuH2rp16wL3vfrqqx3Le/fuxW63c9111znWBQcH06ZNG3bs2FHofp5iebh58803GTZsmGPE9nvvvce3337LjBkzeOqpp/Jt/9Zbb9GtWzdGjx4NwPjx44mPj2fKlCm89957Xq29MIcPwxWVrK7Cf53/oevvDMM8NZCTk/9x9mzB6y/0vaLss2wZfPhhEIZxHc8+axAZaZ5WKmigb8WK+e+v1LAheGCMoFyC0FBIS3Ntn8OHzcHa5/68AwPNMVGXX17013VV+fLlHQGkMMHnDbSy2Wzk/lVoWloaPXr0KHCw7mXnnOssf4n3zRg6dCjvvPMOTz31FDNnzmTw4MEXnXTu3Pc0Y8YMmjdvzocffsiQIUMAeP3113nrrbeYPHkyzZo1o3z58jzyyCNkF/S/Bg8ICAi4aJsX1l6X2o6Xup8rLP3zk52dzcaNGxkzZoxjXUBAAJ07d2bt2rUF7rN27VpGjRrltK5r164sXLjQk6Ve1NSp8OBfy02bBvHPx6B7d0tL8kuLFsGbb5ofus89ZzBihDkg1Rsf+FbtY93Ni22Or8nJ5tJll+UPMnXqaCI8X2azuX4PrPr14f334YEHzN+/wECYNs1c78tatWrFF198wRVXXFHgFTi5BaVzoEGDBnz33XdO684dCJvnnnvu4YknnuDtt9/ml19+YaArg5AwP9+efvppRo0aRb9+/ShXrhyrV6+mZ8+e3HPPPY4af/31Vxo3buzYr0yZMhe9u3ajRo0cY2LyrF69mvr167vlLtsXc9VVV1GmTBlWr15Nnz59APPu4OvXr+eRRx7x+Oufz9Jwc/z4cXJycpxGZgNERESwc+fOAvdJTk4ucPvkvL++58nKyiLrnAkyUv+a9ctut2O324tTvsOhQ/DEE4Yj3BjYmDgRijBQXS6J+UlqGDb+7//MgY6lWUCAQWAgBT6CgvKvCwg4f73z/qdPw5Yt+S+k/PTTs/TubeRbf/asN96l/8r7O+SOv0d2ux3DMMjNzS30g7yoBg+GuDjzSrW6dc27lxfzkBdkGAaZmZn88ccfTuuDgoKoVq2a43lB7y1v3YMPPsgHH3xAnz59GD16NFWqVGHPnj18+umnfPDBB063pTj3GMOGDePNN9/kiSee4L777iMxMZFZs2Y56srbtmLFivTu3ZvRo0cTFxdHzZo1L9jOhmE47Q9w++23M3r0aKZMmcJjjz1G3bp1+eKLL1i1ahWVK1dm0qRJHDlyhEaNGjn2q127NuvWreO3336jQoUKVKlSxfG9vPf+6KOP0rZtW1544QXuuusu1q5dy5QpU5gyZUqhNebm5mIYRr42B6hRo4ajvc5/D+e/Npinsv75z38yevRoKlas6BhQnJGRweDBg522vdDvZ15NBd1bypV/I37fcTxhwgTGjRuXb/3SpUvddmO5rVurkWu0yLc+IiKNsmUt+2+338nMDOTIkfzn0qOjU6lQwU5AgOF4BAYaTs8LW2c+IDAw1+l5UfYr/HiX9r2Ca86rJfe8538/3N1rcvx4WYYN64Jh/H3ggIBcTp9exnffleyJvXzZuZcHX6qgoCAiIyNJS0tzy2mN8HBz3BQUPBu0O9ntdpYsWcLl5533qlevHj/99JPj+ZkzZxz/SYW/Q1FqaioVKlRg0aJFjB07lq5du5KdnU10dDQ33XQTaWlpjlNI2dnZTseoWrUqs2bN4tlnn+Xtt9/mmmuu4dFHH+Wxxx4jKyvLads+ffrwySef0KdPH6f1hb2ns2fP5ttuyJAhvPbaa/Tr14+HH36YX3/9le7du1OuXDkGDhzIzTffTGpqqmO/Bx54gIceeoimTZty5swZtmzZQsZfl8CdPn3acWpp5syZTJgwgRdffJGIiAjGjBnDbbfdVmidee12fpsD7Ny5k4iICM6ePZuvvc5/7TxjxowhMzOTgQMHkpaWRosWLZg/fz6BgYGkpqYWut+5srOzOXPmDCtXruTsef9zynDhsj+bYRj5/yvmJdnZ2YSGhjJ//nx69erlWD9w4EBOnTrFV199lW+fWrVqMWrUKKdurueff56FCxeyZcuWfNsX1HMTHR3N8ePHCQ8Pd8v7OHQIYq7K4rRhXg5YnjSyAkPZvfssUVFueQnBbOe6dYPIzf37Qzcw0FA7e8DMmTYeeiiQnBwbgYEG776bw+DBlv2p8Gt2u534+Hji4uLyjSdxVWZmJgcPHuSKK65waQbc0sIwDE6fPk1YWNhFx8q8/PLLTJs2jf379zut/+ijj3jsscc4dOiQRyf/K8lcaefzZWZm8vvvvxMdHZ3vdzg1NZVq1aqRkpJy0c9vS3tuypQpQ+vWrVm2bJkj3OTm5rJs2TJGjBhR4D6xsbEsW7bMKdzEx8cTGxtb4PYhISEFznAZHBxc7D8keerUgSlTsmG4+TwwwGDaNBt16miGMXeqUydvHIDh+NBVO3vG/fdDXJydjz9eR//+bdXGXuCOv0k5OTnYbDYCAgJ0Z/AC5J0KyWujc7377rtcc801VK1aldWrV/PGG28wYsQIx3YZGRkkJSXx2muv8cADDyg8XsCF2vliAgICsNlsBf57cOXfh+W//aNGjeKDDz5g9uzZ7NixgwcffJD09HTH1VMDBgxwGnA8cuRIFi9ezMSJE9m5cydjx45lw4YNhYYhbzl3XNnPP5/lr4Hw4mZDhsDu3WcZP34Vu3ernT0pKgqaNTuhXjEpFXbv3k3Pnj1p3Lgx48eP57HHHmPs2LGO77/22ms0bNiQyMhIp88k8U2Wj7m5++67OXbsGM899xzJycm0aNGCxYsXOwYNHzhwwCn5tWvXjrlz5/LMM8/w9NNPU69ePRYuXOhTc9wU9VJJuTT60BURd5s0aRKTJk0q9Ptjx451Cjvi2ywPNwAjRowotOclISEh37o777yTO++808NViYiISElk+WkpEREREXdSuBER8TMWXgQrUizu+t1VuBER8RN5V5O4Mh+IiC/Jm5+puLMq+8SYGxERKb7AwEAqVarkuJFkaGioy/OM+LPc3Fyys7PJzMzUpfIedKntnJuby7FjxwgNDS3w9hmuULgREfEjkZGRAI6AI38zDIMzZ85Qrlw5hT4PKk47BwQEUKtWrWL/fBRuRET8iM1m47LLLqNGjRpuu3+ev7Db7axcuZIbb7zRbZO4Sn7FaecyZcq4pVdN4UZExA8FBgZ65W7QJUlgYCBnz56lbNmyCjce5AvtrJOOIiIi4lcUbkRERMSvKNyIiIiIXyl1Y27yJghKTU1174HT0x2L9tRUgnWZocfY7XYyMjJITU3VeXMPUjt7h9rZe9TW3uGpds773C7KRH+lLtycPn0agOjoaM+9SO3anju2iIhIKXb69GkqVqx4wW1sRimbpzs3N5c//viDsLAwt89zkJqaSnR0NAcPHiQ8PNytx5a/qZ29Q+3sHWpn71Fbe4en2tkwDE6fPk3NmjUverl4qeu5CQgIICoqyqOvER4ern84XqB29g61s3eonb1Hbe0dnmjni/XY5NHAEBEREfErCjciIiLiVxRu3CgkJITnn3+ekJAQq0vxa2pn71A7e4fa2XvU1t7hC+1c6gYUi4iIiH9Tz42IiIj4FYUbERER8SsKNyIiIuJXFG7c5J133uGKK66gbNmytG3blp9++snqkvzOypUr6dGjBzVr1sRms7Fw4UKrS/JLEyZM4JprriEsLIwaNWrQq1cvdu3aZXVZfmfq1KnExMQ45gKJjY1l0aJFVpfl91555RVsNhuPPPKI1aX4lbFjx2Kz2ZweDRs2tKwehRs3+PTTTxk1ahTPP/88mzZtonnz5nTt2pWjR49aXZpfSU9Pp3nz5rzzzjtWl+LXVqxYwfDhw/nxxx+Jj4/HbrfTpUsX0s+5f5oUX1RUFK+88gobN25kw4YNdOrUiZ49e7J9+3arS/Nb69evZ9q0acTExFhdil9q0qQJSUlJjseqVassq0VXS7lB27Ztueaaa5gyZQpg3uIhOjqaf/3rXzz11FMWV+efbDYbCxYsoFevXlaX4veOHTtGjRo1WLFiBTfeeKPV5fi1KlWq8PrrrzNkyBCrS/E7aWlptGrVinfffZcXX3yRFi1aMHnyZKvL8htjx45l4cKFJCYmWl0KoJ6bYsvOzmbjxo107tzZsS4gIIDOnTuzdu1aCysTcY+UlBTA/OAVz8jJyWHevHmkp6cTGxtrdTl+afjw4dxyyy1Of6vFvXbv3k3NmjW58sor6d+/PwcOHLCsllJ3byl3O378ODk5OURERDitj4iIYOfOnRZVJeIeubm5PPLII1x33XU0bdrU6nL8ztatW4mNjSUzM5MKFSqwYMECGjdubHVZfmfevHls2rSJ9evXW12K32rbti2zZs2iQYMGJCUlMW7cOG644Qa2bdtGWFiY1+tRuBGRQg0fPpxt27ZZeu7cnzVo0IDExERSUlKYP38+AwcOZMWKFQo4bnTw4EFGjhxJfHw8ZcuWtbocv9W9e3fHckxMDG3btqV27dp89tlnlpxmVbgppmrVqhEYGMiRI0ec1h85coTIyEiLqhIpvhEjRvDNN9+wcuVKoqKirC7HL5UpU4a6desC0Lp1a9avX89bb73FtGnTLK7Mf2zcuJGjR4/SqlUrx7qcnBxWrlzJlClTyMrKIjAw0MIK/VOlSpWoX78+e/bsseT1NeammMqUKUPr1q1ZtmyZY11ubi7Lli3TuXMpkQzDYMSIESxYsIDly5dTp04dq0sqNXJzc8nKyrK6DL9y0003sXXrVhITEx2Pq6++mv79+5OYmKhg4yFpaWns3buXyy67zJLXV8+NG4waNYqBAwdy9dVX06ZNGyZPnkx6ejqDBw+2ujS/kpaW5vS/gH379pGYmEiVKlWoVauWhZX5l+HDhzN37ly++uorwsLCSE5OBqBixYqUK1fO4ur8x5gxY+jevTu1atXi9OnTzJ07l4SEBJYsWWJ1aX4lLCws33ix8uXLU7VqVY0jc6PHH3+cHj16ULt2bf744w+ef/55AgMD6du3ryX1KNy4wd13382xY8d47rnnSE5OpkWLFixevDjfIGMpng0bNtCxY0fH81GjRgEwcOBAZs2aZVFV/mfq1KkAdOjQwWn9zJkzGTRokPcL8lNHjx5lwIABJCUlUbFiRWJiYliyZAlxcXFWlybiskOHDtG3b19OnDhB9erVuf766/nxxx+pXr26JfVonhsRERHxKxpzIyIiIn5F4UZERET8isKNiIiI+BWFGxEREfErCjciIiLiVxRuRERExK8o3IiIiIhfUbgRERERv6JwIyIlyqxZs6hUqZJXX/OKK65g8uTJXn1NEbl0CjciUipZEZJExDsUbkRERMSvKNyIiFd98803VKpUiZycHAASExOx2Ww89dRTjm2GDh3KPffcA5g9LLVq1SI0NJTevXtz4sSJIr/Wli1b6NixI2FhYYSHh9O6dWs2bNhAQkICgwcPJiUlBZvNhs1mY+zYsYB5Q8sePXpQrlw56tSpw8cff+y+Ny8iXqFwIyJedcMNN3D69Gk2b94MwIoVK6hWrRoJCQmObVasWEGHDh1Yt24dQ4YMYcSIESQmJtKxY0defPHFIr9W//79iYqKYv369WzcuJGnnnqK4OBg2rVrx+TJkwkPDycpKYmkpCQef/xxAAYNGsTBgwf54YcfmD9/Pu+++y5Hjx51axuIiGcFWV2AiJQuFStWpEWLFiQkJHD11VeTkJDAo48+yrhx40hLSyMlJYU9e/bQvn17nn/+ebp168YTTzwBQP369VmzZg2LFy8u0msdOHCA0aNH07BhQwDq1avnVIfNZiMyMtKx7tdff2XRokX89NNPXHPNNQB8+OGHNGrUyF1vX0S8QD03IuJ17du3JyEhAcMw+N///sdtt91Go0aNWLVqFStWrKBmzZrUq1ePHTt20LZtW6d9Y2Nji/w6o0aNYujQoXTu3JlXXnmFvXv3XnD7HTt2EBQUROvWrR3rGjZsqIHHIiWMwo2IeF2HDh1YtWoVW7ZsITg4mIYNG9KhQwcSEhJYsWIF7du3d8vrjB07lu3bt3PLLbewfPlyGjduzIIFC9xybBHxXQo3IuJ1eeNuJk2a5AgyeeEmISGBDh06ANCoUSPWrVvntO+PP/7o0mvVr1+fRx99lKVLl3Lbbbcxc+ZMAMqUKeMY1JynYcOGnD17lo0bNzrW7dq1i1OnTrn4DkXESgo3IuJ1lStXJiYmho8//tgRZG688UY2bdrEr7/+6gg8Dz/8MIsXL+aNN95g9+7dTJkypcjjbc6cOcOIESNISEhg//79rF69mvXr1zvGz1xxxRWkpaWxbNkyjh8/TkZGBg0aNKBbt2488MADrFu3jo0bNzJ06FDKlSvnkXYQEc9QuBERS7Rv356cnBxHuKlSpQqNGzcmMjKSBg0aAHDttdfywQcf8NZbb9G8eXOWLl3KM888U6TjBwYGcuLECQYMGED9+vW566676N69O+PGjQOgXbt2/POf/+Tuu++mevXqvPbaawDMnDmTmjVr0r59e2677Tbuv/9+atSo4f4GEBGPsRmGYVhdhIiIiIi7qOdGRERE/IrCjYiUWE2aNKFChQoFPjSzsEjppdNSIlJi7d+/H7vdXuD3IiIiCAsL83JFIuILFG5ERETEr+i0lIiIiPgVhRsRERHxKwo3IiIi4lcUbkRERMSvKNyIiIiIX1G4EREREb+icCMiIiJ+ReFGRERE/Mr/A5KDnz8QRSy4AAAAAElFTkSuQmCC", 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" ] @@ -985,7 +981,7 @@ "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -994,7 +990,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", 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", 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" ] @@ -1031,8 +1027,8 @@ "text": [ "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.783, 289.365)\n", - " minimum/maximum value in df_approx: (248.000, 289.000)\n", + " minimum/maximum value in df: (249.045, 289.028)\n", + " minimum/maximum value in df_approx: (249.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", " minimum/maximum value in df_approx: (5.000, 8.000)\n", @@ -1041,8 +1037,8 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.783, 289.365)\n", - " minimum/maximum value in df_approx: (248.000, 289.000)\n", + " minimum/maximum value in df: (249.045, 289.028)\n", + " minimum/maximum value in df_approx: (249.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", " minimum/maximum value in df_approx: (5.000, 8.000)\n", @@ -1051,8 +1047,8 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.783, 289.365)\n", - " minimum/maximum value in df_approx: (248.000, 289.000)\n", + " minimum/maximum value in df: (249.045, 289.028)\n", + " minimum/maximum value in df_approx: (249.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", " minimum/maximum value in df_approx: (5.000, 8.000)\n", @@ -1061,8 +1057,8 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.783, 289.365)\n", - " minimum/maximum value in df_approx: (248.000, 289.000)\n", + " minimum/maximum value in df: (249.045, 289.028)\n", + " minimum/maximum value in df_approx: (249.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", " minimum/maximum value in df_approx: (5.000, 8.000)\n", @@ -1071,8 +1067,8 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.783, 289.365)\n", - " minimum/maximum value in df_approx: (248.000, 289.000)\n", + " minimum/maximum value in df: (249.045, 289.028)\n", + " minimum/maximum value in df_approx: (249.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", " minimum/maximum value in df_approx: (5.000, 8.000)\n", @@ -1081,8 +1077,8 @@ " Interpolating pow for all turbines...\n", "Warning: not mirroring NaNs from the raw data to the FLORIS predictions. This may skew your energy ratios.\n", "Warning: the values in df[wd] exceed the range in the precalculated solutions df_fi_approx[wd].\n", - " minimum/maximum value in df: (248.783, 289.365)\n", - " minimum/maximum value in df_approx: (248.000, 289.000)\n", + " minimum/maximum value in df: (249.045, 289.028)\n", + " minimum/maximum value in df_approx: (249.000, 289.000)\n", "Warning: the values in df[ws] exceed the range in the precalculated solutions df_fi_approx[ws].\n", " minimum/maximum value in df: (5.000, 9.000)\n", " minimum/maximum value in df_approx: (5.000, 8.000)\n", @@ -1108,7 +1104,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", 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", 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" ] @@ -1138,7 +1134,7 @@ "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1147,7 +1143,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", 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", 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" ] @@ -1170,7 +1166,7 @@ "source": [ "hor_def_gains = np.arange(start=0.0, \n", " stop=5,\n", - " step=0.5)" + " step=0.2)" ], "outputs": [], "metadata": {} @@ -1204,9 +1200,12 @@ "output_type": "execute_result", "data": { "text/plain": [ - "(array([ 2.70708529, 3.8230269 , 4.95112917, 6.0596434 , 7.09501249,\n", - " 8.0176898 , 8.80878072, 9.46234308, 9.95637503, 10.30159493]),\n", - " 8.808780718697383)" + "(array([2.33824809, 2.54581016, 2.75363606, 2.96312376, 3.17355376,\n", + " 3.38360841, 3.59408854, 3.80450488, 4.01428141, 4.2217971 ,\n", + " 4.43082626, 4.63783927, 4.84341633, 5.04493569, 5.24305498,\n", + " 5.43746185, 5.62744054, 5.8132581 , 5.99370381, 6.17005342,\n", + " 6.34208035, 6.50785854, 6.66968148, 6.82709367, 6.97955171]),\n", + " 5.437461848363905)" ] }, "metadata": {}, @@ -1242,7 +1241,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", 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", 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" ] @@ -1252,6 +1251,13 @@ ], "metadata": {} }, + { + "cell_type": "markdown", + "source": [ + "Small uplift in power at downstream turbine even with 0 wake deflection because effective axial induction factor at upstream turbine is reduced by yaw misalignment" + ], + "metadata": {} + }, { "cell_type": "code", "execution_count": 45, @@ -1298,7 +1304,7 @@ { "output_type": "display_data", "data": { - "image/png": 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", + "image/png": 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", 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" ] diff --git a/examples_artificial_data/floris_input_artificial/emgauss.yaml b/examples_artificial_data/floris_input_artificial/emgauss.yaml index 192a4385..92d76ecf 100644 --- a/examples_artificial_data/floris_input_artificial/emgauss.yaml +++ b/examples_artificial_data/floris_input_artificial/emgauss.yaml @@ -163,7 +163,7 @@ wake: empirical_gauss: horizontal_deflection_gain_D: 3.0 vertical_deflection_gain_D: -1 - deflection_rate: 15 + deflection_rate: 30 mixing_gain_deflection: 0.0 yaw_added_mixing_gain: 0.0 @@ -186,8 +186,8 @@ wake: we: 0.05 empirical_gauss: wake_expansion_rates: - - 0.01 - - 0.005 + - 0.023 + - 0.008 breakpoints_D: - 10 sigma_0_D: 0.28 From 2e312790ed7fee6878cf1c4e406bbc8afb66df0c Mon Sep 17 00:00:00 2001 From: misi9170 Date: Thu, 26 Oct 2023 15:57:52 -0600 Subject: [PATCH 4/6] Adding small readme. --- flasc/model_tuning/floris_tuning.py | 8 ++++---- flasc/model_tuning/readme.txt | 32 +++++++++++++++++++++++++++++ 2 files changed, 36 insertions(+), 4 deletions(-) create mode 100644 flasc/model_tuning/readme.txt diff --git a/flasc/model_tuning/floris_tuning.py b/flasc/model_tuning/floris_tuning.py index 53732b2f..3e7f9990 100644 --- a/flasc/model_tuning/floris_tuning.py +++ b/flasc/model_tuning/floris_tuning.py @@ -12,11 +12,11 @@ # See https://floris.readthedocs.io for documentation # This is a preliminary implementation of tuning methods for FLORIS to SCADA. -# The code is focused on methods for the empirical guassian wake model and is +# The code is focused on methods for the Empirical Guassian wake model and is # based on contributions from Elizabeth Eyeson, Paul Fleming (paul.fleming@nrel.gov) -# Misha Sinner (Michael.Sinner@nrel.gov) and Eric Simley at NREL, -# and Bart Doekemeijer of Shell. If interested to contribute to this work please -# reach out via github or email +# Misha Sinner (michael.sinner@nrel.gov) and Eric Simley at NREL, and Bart +# Doekemeijer at Shell, as well as discussions with Diederik van Binsbergen at +# NTNU. Please see readme.txt for more information. import numpy as np diff --git a/flasc/model_tuning/readme.txt b/flasc/model_tuning/readme.txt new file mode 100644 index 00000000..ed959437 --- /dev/null +++ b/flasc/model_tuning/readme.txt @@ -0,0 +1,32 @@ +Copyright 2023 NREL +Licensed under the Apache License, Version 2.0 (the "License"); you may not +use this file except in compliance with the License. You may obtain a copy of +the License at http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, WITHOUT +WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the +License for the specific language governing permissions and limitations under +the License. + +See https://floris.readthedocs.io for documentation + +____ model_tuning ____ + +This is a preliminary implementation of tuning methods for FLORIS to SCADA. +The code is focused on methods for the Empirical Guassian wake model and is +based on contributions from Elizabeth Eyeson, Paul Fleming (paul.fleming@nrel.gov) +Misha Sinner (michael.sinner@nrel.gov) and Eric Simley at NREL, and Bart +Doekemeijer at Shell, as well as discussions with Diederik van Binsbergen at +NTNU. + +Please treat this module as a beta implementation. + +We are planning to extend the capabilities of the model_tuning module in coming +version releases. If you are interested in contributing to this effort, please +reach out to Paul or Misha via email. Planned improvements include: +- Streamlining of processes and code +- Added flexibility for implementing other loss functions +- Cosine power loss exponent fitting +- Possible accelerated model fitting by refinement of swept parameters +- Methods for fitting multiple parameters simultaneously \ No newline at end of file From 5e658c37173611716f09942997a5a04bd6fcc303 Mon Sep 17 00:00:00 2001 From: misi9170 Date: Thu, 26 Oct 2023 16:02:25 -0600 Subject: [PATCH 5/6] Point users to existing pp fitting. --- flasc/model_tuning/readme.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/flasc/model_tuning/readme.txt b/flasc/model_tuning/readme.txt index ed959437..7f9fb717 100644 --- a/flasc/model_tuning/readme.txt +++ b/flasc/model_tuning/readme.txt @@ -27,6 +27,7 @@ version releases. If you are interested in contributing to this effort, please reach out to Paul or Misha via email. Planned improvements include: - Streamlining of processes and code - Added flexibility for implementing other loss functions -- Cosine power loss exponent fitting +- Consolidation and alignment with cosine power loss exponent fitting + (see estimate_cos_pp_fit method in turbine_analysis/yaw_pow_fitting.py) - Possible accelerated model fitting by refinement of swept parameters - Methods for fitting multiple parameters simultaneously \ No newline at end of file From c4854fea24ad85ff346f5bacd2499c9497db9392 Mon Sep 17 00:00:00 2001 From: misi9170 Date: Thu, 26 Oct 2023 16:15:15 -0600 Subject: [PATCH 6/6] Removing sklearn dependency. --- flasc/model_tuning/floris_tuning.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/flasc/model_tuning/floris_tuning.py b/flasc/model_tuning/floris_tuning.py index 3e7f9990..c0d00c39 100644 --- a/flasc/model_tuning/floris_tuning.py +++ b/flasc/model_tuning/floris_tuning.py @@ -33,7 +33,6 @@ from flasc.energy_ratio.energy_ratio_utilities import add_power_ref, add_power_test from flasc.energy_ratio.energy_ratio_input import EnergyRatioInput from flasc.energy_ratio import energy_ratio as er -from sklearn.metrics import mean_squared_error from flasc.model_tuning.tuner_utils import replicate_nan_values from floris.tools import FlorisInterface, UncertaintyInterface @@ -251,9 +250,8 @@ def sweep_wd_std_for_er( floris_vals = df_['FLORIS'].values count_vals = df_['count_SCADA'].values - er_error[idx] = mean_squared_error(y_true=scada_vals, - y_pred=floris_vals, - sample_weight=count_vals) + er_error[idx] = (((scada_vals-floris_vals)**2 * count_vals).sum() / + count_vals.sum()) # Return the error return er_error, df_list