Yinghua Han

Electricity Theft Detection in Power Grids with Deep Learning and Random Forests

LI Shuan, Yinghua Han, Xu Yao et al. · Journal of Electrical and Computer Engineering · 2019 · 214 citations · Full text

Electrical Engineering, Convolutional Neural Network, Engineering +15

Multi-agent Deep Reinforcement Learning for Distributed Energy Management and Strategy Optimization of Microgrid Market

Xiaohan Fang, Qiang Zhao, Jinkuan Wang et al. · Sustainable Cities and Society · 2021 · 87 citations

Distributed Energy System, Engineering, Smart Grid +8

Cost-efficient multi-energy management with flexible complementarity strategy for energy internet

Fangyuan Si, Jinkuan Wang, Yinghua Han et al. · Applied Energy · 2018 · 68 citations

Distributed Energy System, Engineering, Intelligent Energy System +9

Multi-Agent Reinforcement Learning Approach for Residential Microgrid Energy Scheduling

Xiaohan Fang, Jinkuan Wang, Guanru Song et al. · Energies · 2019 · 65 citations · Full text

Multi-agent Reinforcement Learning, Engineering, Smart Grid +10

Robust and opportunistic scheduling of district integrated natural gas and power system with high wind power penetration considering demand flexibility and compressed air energy storage

Yuchun Li, Jinkuan Wang, Yinghua Han et al. · Journal of Cleaner Production · 2020 · 62 citations

Unit Commitment, Engineering, Smart Grid +9