Publications

Haotian Liu, Wenchuan Wu, Yao Wang. Bi-Level Off-policy Reinforcement Learning for Two-Timescale Volt/VAR Control in Active Distribution Networks. IEEE Transactions on Power Systems, 2022.

Haotian Liu, Wenchuan Wu. Federated Reinforcement Learning for Decentralized Voltage Control in Distribution Networks. IEEE Transactions on Smart Grid, 2022.

Haotian Liu, Wenchuan Wu. Two-Stage Deep Reinforcement Learning for Inverter-Based Volt-VAR Control in Active Distribution Networks. IEEE Transactions on Smart Grid, 2021.

Haotian Liu, Wenchuan Wu. Online Multi-Agent Reinforcement Learning for Decentralized Inverter-Based Volt-VAR Control. IEEE Transactions on Smart Grid, 2021.

Haotian Liu, Wenchuan Wu, Anjan Bose. Model-Free Voltage Control for Inverter-Based Energy Resources: Algorithm, Simulation and Field Test Verification. IEEE Transactions on Energy Conversion, 2021.

Haotian Zhao, Bin Wang, Haotian Liu, Hongbin Sun, Zhaoguang Pan, Qinglai Guo. Exploiting the Flexibility Inside Park-Level Commercial Buildings Considering Heat Transfer Time Delay: A Memory-Augmented Deep Reinforcement Learning Approach. IEEE Transactions on Sustainable Energy, 2021.

Xinming Wang, admim, Xin Cao, Wenchuan Wu, Shihui Li, Xiaobu Jia. Active and Reactive Power Coordinated Control of Active Distribution Networks Based on Prioritized Reinforcement Learning. 2021 Power System and Green Energy Conference (PSGEC), 2020.

B. Zhang, Haotian Liu, G. Zhuang, L. Liu, Wenchuan Wu. Data-Driven Wind Farm Volt/VAR Control Based on Deep Reinforcement Learning. 2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2), 2020.

Wenchuan Wu, Boming Zhang, Hongbin Sun, Bin Wang, Yue Yang, Haotian Liu, Chenhui Lin, Siyuan Wang. 主动配电网能量管理与分布式资源集群控制. 电力系统自动化, 2020.