Tech Xplore

New graph attention network models higher-order relationships in complex graph data

As an emerging technology in the field of artificial intelligence (AI), graph neural networks (GNNs) are deep learning models ...
IEEE

V2G Regulation in Distribution Networks With Decision-Dependent Uncertainties: A Chance-Constrained Learning Method

Abstract: With the proliferation of electric vehicles (EVs), coordinating vehicle-to-grid (V2G) technology in distributed networks can enhance grid flexibility. However, the uncertainties of EVs pose ...
IEEE

Order-based Heterogeneous Agents Reinforcement Learning Method with the Coordination of Distribution Network and Transmission Network for Load Frequency Control

Abstract: With the continuous penetration of large-scale distributed energy resources (DERs) into the distribution network (DN), the DN has acquired the capability to participate in load frequency ...