Lu-Hong Xie

Model Predictive Control-Guided Graph Convolutional Network for Voltage Optimization by Photovoltaic Generation and Battery Energy Storage in Distribution Networks

: High penetration of distributed photovoltaics (PVs) introduces substantial variability in distribution networks, which may cause bidirectional voltage violations and increased network losses. To address this issue, this paper proposes an MPC-guided graph convolutional network (GCN)-based voltage optimization control...