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.

LBC: Learning Building Control

Apr 10, 2022, 18:00 PM

LBC encompasses the source code and data to reproduce and extend results for a manuscript that compares demand-responsive control schemes for multizone buildings. It includes examples of model predictive control, value function approximation via CVXPYLAYERS, and differentiable predictive control. The goal of the study is to evaluate state-of-the-art controllers and establish the efficacy (if any) of learning-based approaches that leverage deep neural networks in one way or another.

Title : LBC: Learning Building Control

Url : https://github.com/NREL/learning-building-control

Software Id : 73290

Categories :

Buildings
Jupyter
Python
Software Categories