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Print assert values
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Signed-off-by: Philipp Fensch <philipp.fensch@rwth-aachen.de>
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philipp-fensch committed Sep 28, 2023
1 parent 1b6d19f commit 4aacd3f
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Showing 14 changed files with 301 additions and 110 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -252,11 +252,17 @@
"metadata": {},
"outputs": [],
"source": [
"print('ACCURACY Compare_DP_SMIB_ReducedOrderSG_VBR_TPM_LoadStep 1', rmse_list[0])\n",
"assert(rmse_list[0]<0.32)\n",
"print('ACCURACY Compare_DP_SMIB_ReducedOrderSG_VBR_TPM_LoadStep 2', rmse_list[1])\n",
"assert(rmse_list[1]<0.54)\n",
"print('ACCURACY Compare_DP_SMIB_ReducedOrderSG_VBR_TPM_LoadStep 3', rmse_list[2])\n",
"assert(rmse_list[2]<0.31)\n",
"print('ACCURACY Compare_DP_SMIB_ReducedOrderSG_VBR_TPM_LoadStep 4', rmse_list[3])\n",
"assert(rmse_list[3]<0.07)\n",
"print('ACCURACY Compare_DP_SMIB_ReducedOrderSG_VBR_TPM_LoadStep 5', rmse_list[4])\n",
"assert(rmse_list[4]<0.003)\n",
"print('ACCURACY Compare_DP_SMIB_ReducedOrderSG_VBR_TPM_LoadStep 6', rmse_list[5])\n",
"assert(rmse_list[5]<2.4e-5)"
]
},
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Original file line number Diff line number Diff line change
Expand Up @@ -328,10 +328,12 @@
"for name in ['v_gen_0', 'v_gen_1', 'v_gen_2']:\n",
" diff[name] = ts_dcim[name].rmse(ts_dcim[name], ts_vbr[name])/np.max(ts_dcim[name].values)\n",
" print(name + ': ' + str(diff[name]))\n",
" print('ACCURACY Compare_EMT_SynGenDQ7odTrapez_EMT_SynGenVBR_SMIB_Fault', name, diff[name])\n",
" assert(diff[name]) < 1e-5\n",
"for name in ['i_gen_0', 'i_gen_1', 'i_gen_2']:\n",
" diff[name] = ts_dcim[name].rmse(ts_dcim[name], ts_vbr[name])/np.max(ts_dcim[name].values)\n",
" print(name + ': ' + str(diff[name]))\n",
" print('ACCURACY Compare_EMT_SynGenDQ7odTrapez_EMT_SynGenVBR_SMIB_Fault', name, diff[name])\n",
" assert(diff[name]) < 1e-3"
]
},
Expand All @@ -345,7 +347,7 @@
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -359,7 +361,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.10"
"version": "3.9.13"
},
"tests": {
"skip": false
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Original file line number Diff line number Diff line change
Expand Up @@ -109,13 +109,14 @@
"metadata": {},
"outputs": [],
"source": [
"print('ACCURACY Compare_EMT_SynGenDQ7odTrapez_OperationalParams_Vs_FundamentalParams_SMIB_Fault 1', np.max(ts_fundamental[name + '_0'].values[begin_idx:end_idx]-ts_operational[name + '_0'].values[begin_idx:end_idx])/np.max(ts_fundamental[name + '_0'].values[begin_idx:end_idx]))\n",
"assert(np.max(ts_fundamental[name + '_0'].values[begin_idx:end_idx]-ts_operational[name + '_0'].values[begin_idx:end_idx])/np.max(ts_fundamental[name + '_0'].values[begin_idx:end_idx]) < 1e-3)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -129,7 +130,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.7"
"version": "3.9.13"
},
"tests": {
"skip": false
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -109,13 +109,14 @@
"metadata": {},
"outputs": [],
"source": [
"print('ACCURACY Compare_EMT_SynGenVBR_OperationalParams_Vs_FundamentalParams_SMIB_Fault 1', np.max(ts_fundamental[name + '_0'].values[begin_idx:end_idx]-ts_operational[name + '_0'].values[begin_idx:end_idx])/np.max(ts_fundamental[name + '_0'].values[begin_idx:end_idx]))\n",
"assert(np.max(ts_fundamental[name + '_0'].values[begin_idx:end_idx]-ts_operational[name + '_0'].values[begin_idx:end_idx])/np.max(ts_fundamental[name + '_0'].values[begin_idx:end_idx]) < 1e-3)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -129,7 +130,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.7"
"version": "3.9.13"
},
"tests": {
"skip": false
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Original file line number Diff line number Diff line change
Expand Up @@ -146,6 +146,7 @@
" ts_emt_rms3ph[name+'_0'].values = PEAK1PH_TO_RMS3PH*ts_emt_rms3ph[name+'_0'].values\n",
" rmse_rel[name] = ts_dpsim_dp[name].rmse(ts_emt_rms3ph[name+'_0'], ts_dpsim_dp[name].interpolate(timestep).frequency_shift(60))/np.max(ts_dpsim_dp[name].abs().values)\n",
" print('Rel. RMSE for {}: {}'.format(name, rmse_rel[name]))\n",
" print('ACCURACY Compare_EMT_WSCC_9bus_IdealVS_DP_WSCC_9bus_IdealVS', name, rmse_rel[name])\n",
" assert(rmse_rel[name]<1e-5)"
]
},
Expand Down Expand Up @@ -210,6 +211,7 @@
" ts_emt_rms3ph[name+'_0'].values = PEAK1PH_TO_RMS3PH*ts_emt_rms3ph[name+'_0'].values\n",
" rmse_rel[name] = ts_dpsim_dp[name].rmse(ts_emt_rms3ph[name+'_0'], ts_dpsim_dp[name].interpolate(timestep).frequency_shift(60))/np.max(ts_dpsim_dp[name].abs().values)\n",
" print('Rel. RMSE for {}: {}'.format(name, rmse_rel[name]))\n",
" print('ACCURACY Compare_EMT_WSCC_9bus_IdealVS_DP_WSCC_9bus_IdealVS', name, rmse_rel[name])\n",
" assert(rmse_rel[name]<1e-2)"
]
},
Expand Down Expand Up @@ -237,7 +239,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.12"
"version": "3.9.13"
},
"tests": {
"skip": false
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -277,13 +277,21 @@
"source": [
"tol = 0.001 # %\n",
"\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 1', rmse_emt_3order)\n",
"assert(rmse_emt_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 2', rmse_emt_4order)\n",
"assert(rmse_emt_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 3', rmse_emt_6aorder)\n",
"assert(rmse_emt_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 4', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 5', rmse_dp_3order)\n",
"assert(rmse_dp_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 6', rmse_dp_4order)\n",
"assert(rmse_dp_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 7', rmse_dp_6aorder)\n",
"assert(rmse_dp_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 8', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)"
]
},
Expand Down Expand Up @@ -373,13 +381,21 @@
"source": [
"tol = 0.001 # %\n",
"\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 9', rmse_emt_3order)\n",
"assert(rmse_emt_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 10', rmse_emt_4order)\n",
"assert(rmse_emt_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 11', rmse_emt_6aorder)\n",
"assert(rmse_emt_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 12', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 13', rmse_dp_3order)\n",
"assert(rmse_dp_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 14', rmse_dp_4order)\n",
"assert(rmse_dp_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 15', rmse_dp_6aorder)\n",
"assert(rmse_dp_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 16', rmse_dp_6border)\n",
"assert(rmse_dp_6border<tol)"
]
},
Expand Down Expand Up @@ -469,20 +485,28 @@
"source": [
"tol = 0.001 # %\n",
"\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 17', rmse_emt_3order)\n",
"assert(rmse_emt_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 18', rmse_emt_4order)\n",
"assert(rmse_emt_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 19', rmse_emt_6aorder)\n",
"assert(rmse_emt_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 20', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 21', rmse_dp_3order)\n",
"assert(rmse_dp_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 22', rmse_dp_4order)\n",
"assert(rmse_dp_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 23', rmse_dp_6aorder)\n",
"assert(rmse_dp_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_Load_Fault 24', rmse_dp_6border)\n",
"assert(rmse_dp_6border<tol)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.9.10 64-bit",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -496,7 +520,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.10"
"version": "3.9.13"
},
"tests": {
"skip": false
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -315,13 +315,21 @@
"source": [
"tol = 0.001 # %\n",
"\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 1', rmse_emt_3order)\n",
"assert(rmse_emt_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 2', rmse_emt_4order)\n",
"assert(rmse_emt_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 3', rmse_emt_6aorder)\n",
"assert(rmse_emt_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 4', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 5', rmse_dp_3order)\n",
"assert(rmse_dp_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 6', rmse_dp_4order)\n",
"assert(rmse_dp_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 7', rmse_dp_6aorder)\n",
"assert(rmse_dp_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 8', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)"
]
},
Expand Down Expand Up @@ -411,14 +419,22 @@
"source": [
"tol = 0.001 # %\n",
"\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 9', rmse_emt_3order)\n",
"assert(rmse_emt_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 10', rmse_emt_4order)\n",
"assert(rmse_emt_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 11', rmse_emt_6aorder)\n",
"assert(rmse_emt_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 12', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 13', rmse_dp_3order)\n",
"assert(rmse_dp_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 14', rmse_dp_4order)\n",
"assert(rmse_dp_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 15', rmse_dp_6aorder)\n",
"assert(rmse_dp_6aorder<tol)\n",
"assert(rmse_dp_6border<tol)"
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 16', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)"
]
},
{
Expand Down Expand Up @@ -578,13 +594,23 @@
"source": [
"tol = 0.001 # %\n",
"\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 17', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 18', rmse_emt_3order)\n",
"assert(rmse_emt_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 19', rmse_emt_4order)\n",
"assert(rmse_emt_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 20', rmse_emt_6aorder)\n",
"assert(rmse_emt_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 21', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 22', rmse_dp_3order)\n",
"assert(rmse_dp_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 23', rmse_dp_4order)\n",
"assert(rmse_dp_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 24', rmse_dp_6aorder)\n",
"assert(rmse_dp_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 25', rmse_dp_6border)\n",
"assert(rmse_dp_6border<tol)"
]
},
Expand Down Expand Up @@ -751,14 +777,21 @@
"source": [
"tol = 0.001 # %\n",
"\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 26', rmse_emt_3order)\n",
"assert(rmse_emt_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 27', rmse_emt_4order)\n",
"assert(rmse_emt_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 28', rmse_emt_6aorder)\n",
"assert(rmse_emt_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 29', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 30', rmse_dp_3order)\n",
"assert(rmse_dp_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 31', rmse_dp_4order)\n",
"assert(rmse_dp_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 32', rmse_dp_6aorder)\n",
"assert(rmse_dp_6aorder<tol)\n",
"assert(rmse_dp_6border<tol)"
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 33', rmse_dp_6border)"
]
},
{
Expand Down Expand Up @@ -847,14 +880,21 @@
"source": [
"tol = 0.001 # %\n",
"\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 34', rmse_emt_3order)\n",
"assert(rmse_emt_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 35', rmse_emt_4order)\n",
"assert(rmse_emt_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 36', rmse_emt_6aorder)\n",
"assert(rmse_emt_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 37', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 38', rmse_dp_3order)\n",
"assert(rmse_dp_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 39', rmse_dp_4order)\n",
"assert(rmse_dp_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 40', rmse_dp_6aorder)\n",
"assert(rmse_dp_6aorder<tol)\n",
"assert(rmse_dp_6border<tol)"
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 41', rmse_dp_6border)"
]
},
{
Expand Down Expand Up @@ -1014,20 +1054,27 @@
"source": [
"tol = 0.001 # %\n",
"\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 42', rmse_emt_3order)\n",
"assert(rmse_emt_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 43', rmse_emt_4order)\n",
"assert(rmse_emt_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 44', rmse_emt_6aorder)\n",
"assert(rmse_emt_6aorder<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 45', rmse_emt_6border)\n",
"assert(rmse_emt_6border<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 46', rmse_dp_3order)\n",
"assert(rmse_dp_3order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 47', rmse_dp_4order)\n",
"assert(rmse_dp_4order<tol)\n",
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 48', rmse_dp_6aorder)\n",
"assert(rmse_dp_6aorder<tol)\n",
"assert(rmse_dp_6border<tol)"
"print('ACCURACY DP_EMT_Validation_ReducedOrderSG_VBR_SMIB_Fault_withControllers 49', rmse_dp_6border)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.9.10 64-bit",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -1041,7 +1088,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.10"
"version": "3.9.13"
},
"tests": {
"skip": false
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -546,6 +546,7 @@
"metadata": {},
"outputs": [],
"source": [
"print('ACCURACY EMT_SynGenDQ7odTrapez_OperationalParams_SMIB_Fault_JsonSyngenParams 1', np.max(ts_smib_fault[name + '_0'].values-ts_smib_fault_json[name + '_0'].values))\n",
"assert(np.max(ts_smib_fault[name + '_0'].values-ts_smib_fault_json[name + '_0'].values) < 1e-12)"
]
}
Expand All @@ -566,7 +567,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.7"
"version": "3.9.13"
},
"tests": {
"skip": false
Expand Down
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