Software

See the table below for our open-source software offerings.

For the most current listing of NREL-developed open-source software, see U.S. Department of Energy Office of Scientific and Technical Information's DOE CODE database.

Commercial Licensing

Explore more than 250 copyrighted software tools available for licensing via the Department of Energy's Lab Partnering Service.

WPGNN and PLayGen: Wind Plant Graph Neural Network and Plant Layout Generator

May 4, 2022, 18:00 PM

WPGNN is the graph neural network machine learning-based surrogate model and software that provides a streamlined approximation of wind plant wake models. It can rapidly estimate the energy production of the plant and turbines for any arbitrarily sized wind plant and layout under any inflow condition. The included plant layout generator can produce random realizations of realistic wind plant layouts from one of the four canonical styles: cluster, single string, multiple string, or parallel string.

Title : WPGNN and PLayGen: Wind Plant Graph Neural Network and Plant Layout Generator

Url : https://github.com/NREL/WPGNN

Software Id : 74151

Categories :

Python
Software Categories
Wind