100 citations · 106 across the 3 of their papers we have counts for
3 papers
eess.SY2021★ 2 cited
Double Deep Q-learning Based Real-Time Optimization Strategy for Microgrids
Hang Shuai, Xiaomeng Ai, Jiakun Fang +2
The uncertainties from distributed energy resources (DERs) bring significant challenges to the real-time operation of microgrids. In addition, due to the nonlinear constraints in t…
math.OC2020★ 4 cited
Network-Constrained Transactive Control for Multi- Microgrids-based Distribution Networks with SOPs
Xiaodong Yang, Zehao Song, Jinyu Wen +5
Different from most transactive control studies only focusing on economic aspect, this paper develops a novel network-constrained transactive control (NTC) framework that can addre…
eess.SY2020★ 100 cited
Online Scheduling of a Residential Microgrid via Monte-Carlo Tree Search and a Learned Model
Hang Shuai, Haibo He
The uncertainty of distributed renewable energy brings significant challenges to economic operation of microgrids. Conventional online optimization approaches require a forecast mo…