Search Results for author: Robin Henry

Found 3 papers, 1 papers with code

Measurement-based/Model-less Estimation of Voltage Sensitivity Coefficients by Feedforward and LSTM Neural Networks in Power Distribution Grids

no code implementations14 Dec 2023 Robin Henry, Rahul Gupta

This work focuses on measurement-based estimation of the voltage sensitivity coefficients which can be used for voltage control.

regression

Gym-ANM: Open-source software to leverage reinforcement learning for power system management in research and education

no code implementations18 May 2021 Robin Henry, Damien Ernst

Gym-ANM is a Python package that facilitates the design of reinforcement learning (RL) environments that model active network management (ANM) tasks in electricity networks.

Management reinforcement-learning +1

Gym-ANM: Reinforcement Learning Environments for Active Network Management Tasks in Electricity Distribution Systems

2 code implementations14 Mar 2021 Robin Henry, Damien Ernst

In this work, we introduce Gym-ANM, a framework for designing reinforcement learning (RL) environments that model ANM tasks in electricity distribution networks.

Management Model Predictive Control +1

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