Concepedia
Statistics
Publications
78
Citations
3.8K
H-Index
34
Active since
2007
Affiliations
University of California, Riverside(Current)
Edison International (United States)
Iowa State University
National Renewable Energy Laboratory
University of Connecticut
Nanpeng Yu is an author at University of California, Riverside specializing in engineering, smart grid, and systems engineering.
Top concepts
EngineeringSmart GridSystems EngineeringEnergy ManagementPower SystemsData ScienceComputer EngineeringElectrical EngineeringComputer ScienceMachine Learning
Publications per year
2007–2024
Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems
Wang Wei, Nanpeng Yu, Yuanqi Gao et al. · IEEE Transactions on Smart Grid · 2019 · 292 citations
Power Distribution Systems, Electrical Engineering, Power Engineering +15
Convergence of the Surrogate Lagrangian Relaxation Method
Mikhail A. Bragin, Peter B. Luh, Joseph H. Yan et al. · Journal of Optimization Theory and Applications · 2014 · 167 citations
Numerical Analysis, Variational Analysis, Derivative-free Optimization +2
Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration
Yuanqi Gao, Wang Wei, Jie Shi et al. · IEEE Transactions on Smart Grid · 2020 · 159 citations
Batch-constrained Reinforcement Learning, Data-driven Optimization, Engineering +15
Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks
Yuanqi Gao, Wang Wei, Nanpeng Yu · IEEE Transactions on Smart Grid · 2021 · 156 citations
Controller Failure, Engineering, Power Grid Operation +15
Multi-Agent Deep Reinforcement Learning for Voltage Control With Coordinated Active and Reactive Power Optimization
Daner Hu, Zhenhui Ye, Yuanqi Gao et al. · IEEE Transactions on Smart Grid · 2022 · 149 citations
Distributed Energy System, Multi-agent Reinforcement Learning, Engineering +18
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