This repository is under heavy development and will most likely change significantly in structure in the near future.
This repository provides a Gymnasium environment for voltage control task in electrical networks. The repository depends heavily on the pandapower library.
Currently two types of environments are supported: VoltageControlEnv and the variant DeltaStepVoltageControlEnv. The difference is how the agent interacts with the environment. In the former the agent specifies its desired pq-setpoint, while in the variant the agent only specifies a desired change (delta) from the current setpoint.
The structure of the environment can be broadly visualized with this (incomplete and not up-to-date) class diagram:
Currently only the control of sgens (e.g. PVs) is supported. In the near future controllable loads might be included as well.
One way to install the package is to clone the repository, activate your virtual environment of choice (e.g. conda), and then run:
pip install -e .