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Adding small readme.
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misi9170 committed Oct 26, 2023
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8 changes: 4 additions & 4 deletions flasc/model_tuning/floris_tuning.py
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# 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
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32 changes: 32 additions & 0 deletions flasc/model_tuning/readme.txt
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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

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