/neural-DER

Utility for training neural networks that emulate PV-DER dynamics

Primary LanguagePython

Status: Expect regular updates and bug fixes.

Utilitiy for training neural network models that emulate PV-DER dynamics

This module is based on the Solar PV-DER simulation utility module. It provides methods to generate training data, as well as define, train, and evaluate neural networks that emulate the dynamics of a Solar photovoltaic distributed energy resource (PV-DER) connected to a stiff voltage source.

schematic of PV-DER

Links

Installation

You can clone the module directly from github with following commands:

git clone https://github.com/sibyjackgrove/neural-DER.git
cd neural-DER

Dependencies: SciPy, Numpy, Matlplotlib

Issues

Please feel free to raise an issue when bugs are encountered or if you are need further documentation.

Who is responsible?

Citation

If you use this code please cite it as:

@misc{neuralder,
  title = {{neural-DER}: A utility training and evaluating neural network models emulating PV-DER dynamics},
  author = "{Siby Jose Plathottam}",
  howpublished = {\url{https://github.com/sibyjackgrove/neural-DER}},
  url = "https://github.com/sibyjackgrove/neural-DER",
  year = 2019,
  note = "[Online; accessed ]"
}

Copyright and License

Copyright © 2019, Plathottam, Siby Jose

neural-DER is distributed under the terms of BSD-3 OSS License.