Risk-Constrained Bidding Strategy of Electric Power Producers Based on Historical Bidding Data

被引:0
|
作者
Zhang, Xinhua [1 ]
Lai, Mingyong [2 ]
机构
[1] Changsha Univ Sci & Technol, Coll Management, Changsha, Hunan, Peoples R China
[2] Hunan Univ, Coll Econom & Trade, Changsha, Peoples R China
基金
中国博士后科学基金;
关键词
Bidding strategy; CVaR; econometrics; electric power market; logistic distribution; simulation;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
This paper analyzes the historical data of power bidding with econometrics method, and simulates the uncertainty of bidding market into Logistic distribution. Based on the results, the risk-constrained power bidding strategy model is proposed by using the CVaR method. Finally, the simulation results of the model show that the equilibrium bid is the lower limit governed by market rule to risk-averse power producer, and the optimal bid is greater than the lower limit to risk-preference ones.
引用
收藏
页码:10773 / +
页数:2
相关论文
共 50 条
  • [1] Risk-constrained FTR bidding strategy in transmission markets
    Li, T
    Shahidehpour, M
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) : 1014 - 1021
  • [2] Risk-constrained bidding strategy with stochastic unit commitment
    Li, Tao
    Shahidehpour, Mohammad
    Li, Zuyi
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (01) : 449 - 458
  • [3] Evaluating risk-constrained bidding strategies in adjustment spot markets for wind power producers
    Angeles Moreno, M.
    Bueno, Miriam
    Usaola, Julio
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 43 (01) : 703 - 711
  • [4] Risk-Constrained Bidding Strategy for a Joint Operation of Wind Power and CAES Aggregators
    Ghavidel, Sahand
    Ghadi, Mojtaba Jabbari
    Azizivahed, Ali
    Aghaei, Jamshid
    Li, Li
    Zhang, Jiangfeng
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2020, 11 (01) : 457 - 466
  • [5] A Risk-Constrained Optimal Bidding Strategy for a Generation Company by IWAPSO
    Boonchuay, Chanwit
    Ongsakul, Weerakorn
    [J]. 2009 IEEE BUCHAREST POWERTECH, VOLS 1-5, 2009, : 2699 - 2704
  • [6] Risk-constrained bidding strategy for wind power producer in day-ahead and balancing markets
    Tahmasebi, Mehrdad
    Pasupuleti, Jagadeesh
    Askari, Mohammad Tolou
    Khan, M. Reyasudin Basir
    [J]. JOURNAL OF ELECTRICAL SYSTEMS, 2018, 14 (04) : 34 - 47
  • [7] A Dynamic Risk-Constrained Bidding Strategy for Generation Companies Based on Linear Supply Function Model
    Ansari, Bananeh
    Rahimi-Kian, Ashkan
    [J]. IEEE SYSTEMS JOURNAL, 2015, 9 (04): : 1463 - 1474
  • [8] Risk-Constrained Optimal Bidding Strategy for Pairing of Wind and Demand Response Resources
    Asensio, Miguel
    Contreras, Javier
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (01) : 200 - 208
  • [9] Risk-Constrained Combined Bidding Strategy for Arbitrage of a Wind Farm with Power-to-Gas in a Generation Company
    Liu, Peng
    Song, Lei
    She, Xin
    Feng, Shunqiang
    Zhang, Ying
    Wang, Di
    [J]. 2020 IEEE STUDENT CONFERENCE ON ELECTRIC MACHINES AND SYSTEMS (SCEMS 2020), 2020, : 942 - 946
  • [10] Risk-Constrained Bidding and Offering Strategy for a Merchant Compressed Air Energy Storage Plant
    Shafiee, Soroush
    Zareipour, Hamidreza
    Knight, Andrew M.
    Amjady, Nima
    Mohammadi-Ivatloo, Behnam
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2017, 32 (02) : 946 - 957