Shiwei Xia

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 19

Top Topics

Reinforcement Learning

Electrical Power

Robust Optimization

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Smart Grid

Publications

Ziqing Zhu, Ka Wing Chan, Siqi Bu, Ze Hu, Shiwei Xia
An Imitation Learning Based Algorithm Enabling Priori Knowledge Transfer in Modern Electricity Markets for Bayesian Nash Equilibrium Estimation. CoRR (2023)
Ziqing Zhu, Siqi Bu, Ka Wing Chan, Bin Zhou, Shiwei Xia
How to Use Reinforcement Learning to Facilitate Future Electricity Market Design? Part 2: Method and Applications. CoRR (2023)
Ziqing Zhu, Siqi Bu, Ka Wing Chan, Bin Zhou, Shiwei Xia
How to Use Reinforcement Learning to Facilitate Future Electricity Market Design? Part 1: A Paradigmatic Theory. CoRR (2023)
Ziqing Zhu, Xiang Gao, Siqi Bu, Ka Wing Chan, Bin Zhou, Shiwei Xia
Cooperative Dispatch of Microgrids Community Using Risk-Sensitive Reinforcement Learning with Monotonously Improved Performance. CoRR (2023)
Ziqing Zhu, Ze Hu, Ka Wing Chan, Siqi Bu, Bin Zhou, Shiwei Xia
Applications of Reinforcement Learning in Deregulated Power Market: A Comprehensive Review. CoRR (2022)
Ziqing Zhu, Ka Wing Chan, Shiwei Xia, Siqi Bu
Optimal Bi-Level Bidding and Dispatching Strategy Between Active Distribution Network and Virtual Alliances Using Distributed Robust Multi-Agent Deep Reinforcement Learning. IEEE Trans. Smart Grid 13 (4) (2022)
Xi Lu, Ka Wing Chan, Shiwei Xia, Mohammad Shahidehpour, Wing Ho Ng
An Operation Model for Distribution Companies Using the Flexibility of Electric Vehicle Aggregators. IEEE Trans. Smart Grid 12 (2) (2021)
YunHao Zhao, Shiwei Xia, Jian Zhang, Yang Hu, Minrong Wu
Effect of the Digital Transformation of Power System on Renewable Energy Utilization in China. IEEE Access 9 (2021)
Xiang Gao, Ka Wing Chan, Shiwei Xia, Xiaoshun Zhang, Kuan Zhang, Jiahan Zhou
A Multiagent Competitive Bidding Strategy in a Pool-Based Electricity Market With Price-Maker Participants of WPPs and EV Aggregators. IEEE Trans. Ind. Informatics 17 (11) (2021)
Yue Xiang, Yang Wang, Shiwei Xia, Fei Teng
Charging Load Pattern Extraction for Residential Electric Vehicles: A Training-Free Nonintrusive Method. IEEE Trans. Ind. Informatics 17 (10) (2021)
Panpan Li, Liangyun Song, Jixian Qu, Yuehui Huang, Xiaoyun Wu, Xi Lu, Shiwei Xia
A Two-Stage Distributionally Robust Optimization Model for Wind Farms and Storage Units Jointly Operated Power Systems. IEEE Access 9 (2021)
Hong Fan, Qianqian Yuan, Shiwei Xia, Jiayang Lu, Zuyi Li
Optimally Coordinated Expansion Planning of Coupled Electricity, Heat and Natural Gas Infrastructure for Multi-Energy System. IEEE Access 8 (2020)
Ming Qu, Tao Ding, Wei Wei, ZhaoYang Dong, Mohammad Shahidehpour, Shiwei Xia
An Analytical Method for Generation Unit Aggregation in Virtual Power Plants. IEEE Trans. Smart Grid 11 (6) (2020)
Hong Fan, Keke Yu, Shuqing Zhang, Haijun Xing, Zuyi Li, Mohammad Shahidehpour, Shiwei Xia
Medium and Long-Term Electricity Trading Considering Renewable Energy Participation. IEEE Access 8 (2020)
Shiwei Xia, Siqi Bu, Junjie Hu, Baodi Hong, Zhizhong Guo, Dongying Zhang
Efficient Transient Stability Analysis of Electrical Power System Based on a Spatially Paralleled Hybrid Approach. IEEE Trans. Ind. Informatics 15 (3) (2019)
Hao Yin, Zhaohao Ding, Dongying Zhang, Shiwei Xia, Du Ting
A Real-time Alternating Direction Method of Multipliers Algorithm for Non-convex Optimal Power Flow Problem. IAS (2019)
Shiwei Xia, Zhaohao Ding, Ting Du, Dongying Zhang, Hao Yin
Multi-time scale coordinated scheduling for the combined system of wind power, photovoltaic, thermal generator, hydro pumped storage and batteries. IAS (2019)
Xiang Gao, Xi Lu, Ka Wing Chan, Jiefeng Hu, Shiwei Xia, Da Xu
Distributed Coordinated Management for Multiple Distributed Energy Resources Optimal Operation with Security Constrains. ISGT (2019)
Da Xu, Bin Zhou, Ka Wing Chan, Canbing Li, Qiuwei Wu, Biyu Chen, Shiwei Xia
Distributed Multienergy Coordination of Multimicrogrids With Biogas-Solar-Wind Renewables. IEEE Trans. Ind. Informatics 15 (6) (2019)