Deep Reinforcement Learning for Strategic Bidding in Electricity Markets

被引:0
|
作者
Ye, Yujian [1 ,2 ]
Qiu, Dawei [1 ]
Sun, Mingyang [1 ]
Papadaskalopoulos, Dimitrios [1 ]
Strbac, Goran [1 ]
机构
[1] Imperial Coll London, Elect & Elect Engn, London, England
[2] Fetch Ai, Machine Learning, Cambridge, England
基金
英国工程与自然科学研究理事会;
关键词
D O I
10.1109/tsg.2019.2936142
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Deep Reinforcement Learning for Strategic Bidding in Electricity Markets
    Ye, Yujian
    Qiu, Dawei
    Sun, Mingyang
    Papadaskalopoulos, Dimitrios
    Strbac, Goran
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (02) : 1343 - 1355
  • [2] Deep Reinforcement Learning for Virtual Bidding in Electricity Markets
    Han D.
    Huang W.
    Yan Z.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2022, 42 (04): : 1443 - 1454
  • [3] Intelligent strategic bidding in competitive electricity markets using multi-agent simulation and deep reinforcement learning
    Wu, Jiahui
    Wang, Jidong
    Kong, Xiangyu
    APPLIED SOFT COMPUTING, 2024, 152
  • [4] Multi-agent Simulation for Strategic Bidding in Electricity Markets Using Reinforcement Learning
    Wang, Jidong
    Wu, Jiahui
    Kong, Xiangyu
    CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2023, 9 (03): : 1051 - 1065
  • [5] Strategic bidding of the electricity producers based on the reinforcement learning
    Department of Electric Power Engineering, Shanghai Jiaotong University, Shanghai 200240, China
    不详
    Zhongguo Dianji Gongcheng Xuebao, 2006, 17 (12-17):
  • [6] Modeling the Strategic Bidding of the Producers in Competitive Electricity Markets with the Watkins' Q (lambda) Reinforcement Learning
    Ma, Yuchao
    Bompard, Ettore F.
    Napoli, Roberto
    Jiang Chuanwen
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2006, 6 (02):
  • [7] Optimal bidding strategies in electricity markets using reinforcement learning
    Wu, QH
    Guo, J
    Turner, DR
    Wu, ZX
    Zhou, XX
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2004, 32 (02) : 175 - 192
  • [8] A Deep Reinforcement Learning Bidding Algorithm on Electricity Market
    Jia, Shuai
    Gan, Zhongxue
    Xi, Yugeng
    Li, Dewei
    Xue, Shibei
    Wang, Limin
    JOURNAL OF THERMAL SCIENCE, 2020, 29 (05) : 1125 - 1134
  • [9] Strategic bidding and rebidding in electricity markets
    Clements, A. E.
    Hurn, A. S.
    Li, Z.
    ENERGY ECONOMICS, 2016, 59 : 24 - 36
  • [10] A Deep Reinforcement Learning Bidding Algorithm on Electricity Market
    JIA Shuai
    GAN Zhongxue
    XI Yugeng
    LI Dewei
    XUE Shibei
    WANG Limin
    Journal of Thermal Science, 2020, 29 (05) : 1125 - 1134