Nanpeng Yu

Best Publications

• Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems

  Wei Wang;Nanpeng Yu;Yuanqi Gao;Jie Shi

  272
  Citations

• Convergence of the Surrogate Lagrangian Relaxation Method

  Mikhail A. Bragin;Peter B. Luh;Joseph H. Yan;Nanpeng Yu

  159
  Citations

• Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks

  Yuanqi Gao;Wei Wang;Nanpeng Yu

  151
  Citations

• Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration

  Yuanqi Gao;Wei Wang;Jie Shi;Nanpeng Yu

  149
  Citations

• Deep Reinforcement Learning Enabled Physical-Model-Free Two-Timescale Voltage Control Method for Active Distribution Systems

  Di Cao;Junbo Zhao;Weihao Hu;Nanpeng Yu

  141
  Citations

• Multi-Agent Deep Reinforcement Learning for Voltage Control With Coordinated Active and Reactive Power Optimization

  Unknown

  135
  Citations

• Operating Electric Vehicle Fleet for Ride-Hailing Services With Reinforcement Learning

  Jie Shi;Yuanqi Gao;Wei Wang;Nanpeng Yu

  128
  Citations

• Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration.

  Unknown

  114
  Citations

• Evaluation of Market Rules Using a Multi-Agent System Method

  Nan-Peng Yu;Chen-Ching Liu;J. Price

  112
  Citations

• Phase Identification in Electric Power Distribution Systems by Clustering of Smart Meter Data

  Unknown

  98
  Citations

• A Physically Inspired Data-Driven Model for Electricity Theft Detection With Smart Meter Data

  Unknown

  90
  Citations

• Coordinating the operations of smart buildings in smart grids

  Yang Liu;Nanpeng Yu;Wei Wang;Xiaohong Guan

  89
  Citations

• Model-free voltage control of active distribution system with PVs using surrogate model-based deep reinforcement learning

  Di Cao;Junbo Zhao;Weihao Hu;Fei Ding

  85
  Citations

• Proactive Demand Participation of Smart Buildings in Smart Grid

  Tianshu Wei;Qi Zhu;Nanpeng Yu

  80
  Citations

• Energy Efficient Building HVAC Control Algorithm with Real-time Occupancy Prediction

  Jie Shi;Nanpeng Yu;Weixin Yao

  74
  Citations

• Financial Bilateral Contract Negotiation in Wholesale Electricity Markets Using Nash Bargaining Theory

  Nanpeng Yu;Leigh Tesfatsion;Chen-Ching Liu

  69
  Citations

• Model-augmented safe reinforcement learning for Volt-VAR control in power distribution networks

  Unknown

  67
  Citations

• Stochastic valuation of energy storage in wholesale power markets

  Nanpeng Yu;Brandon Foggo

  50
  Citations

• Linearized Price-Responsive HVAC Controller for Optimal Scheduling of Smart Building Loads

  Mohammad Ostadijafari;Anamika Dubey;Nanpeng Yu

  49
  Citations

• Improving Supervised Phase Identification Through the Theory of Information Losses

  Unknown

  46
  Citations