Spatio-Temporal Graph Convolutional Neural Networks for Physics-Aware Grid Learning Algorithms

no code implementations • 31 Mar 2022 • Tong Wu, Ignacio Losada Carreno, Anna Scaglione, Daniel Arnold

This paper proposes a model-free Volt-VAR control (VVC) algorithm via the spatio-temporal graph ConvNet-based deep reinforcement learning (STGCN-DRL) framework, whose goal is to control smart inverters in an unbalanced distribution system.

reinforcement-learning Reinforcement Learning (RL)