Concepedia
Statistics
Publications
35
Citations
2.3K
H-Index
23
Active since
2007
Affiliations
University of Tennessee at Knoxville(Current)
Oak Ridge National Laboratory
Hefei University of Technology
Chinese Academy of Sciences
Institute of Electrical Engineering
Yan Du is an author at University of Tennessee at Knoxville specializing in microgrids, machine learning, and computer science.
Publications per year
2007–2023
Intelligent Multi-Microgrid Energy Management Based on Deep Neural Network and Model-Free Reinforcement Learning
Yan Du, Fangxing Li · IEEE Transactions on Smart Grid · 2019 · 382 citations
Computing, Computer Science, Energy Management +16
Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning
Yan Du, Helia Zandi, Olivera Kotevska et al. · Applied Energy · 2020 · 247 citations · Full text
Architecture, Building Science, Computer Science +12
A cooperative game approach for coordinating multi-microgrid operation within distribution systems
Yan Du, Zhiwei Wang, Guangyi Liu et al. · Applied Energy · 2018 · 202 citations · Full text
Computing, Computer Science, Distributed Systems +14
Optimal Bidding Strategy and Intramarket Mechanism of Microgrid Aggregator in Real-Time Balancing Market
Wei Pei, Yan Du, Wei Deng et al. · IEEE Transactions on Industrial Informatics · 2016 · 139 citations
Natural Resources, Economics, Auction Theory +16
Deep Reinforcement Learning From Demonstrations to Assist Service Restoration in Islanded Microgrids
Yan Du, Di Wu · IEEE Transactions on Sustainable Energy · 2022 · 117 citations
Computing, Computer Science, Artificial Intelligence +16
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