Hedge Contract Characterization and Risk-Constrained Electricity Procurement

被引:35
|
作者
Zhang, Qin [1 ]
Wang, Xifan [1 ]
机构
[1] Xi An Jiao Tong Univ, Dept Elect Power Engn, Xian 710049, Shaanxi, Peoples R China
关键词
Conditional value-at-risk (CVaR); electricity markets; hedge contract; pricing; real-time pricing (RTP); risk management; risk premium; DEMAND-RESPONSE; POWER PRODUCER; MARKETS; OPTIONS; MANAGEMENT; ENERGY; REAL;
D O I
10.1109/TPWRS.2009.2021233
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Effective risk management fosters active demand response (DR) and well-functioning electricity markets. Real-time pricing (RTP), as the most economically efficient retail tariff scheme, is a critical means of DR programs in electricity markets. RTP price risk can be shared among market participants rationally by integrating various RTP hedge contracts. The principle of no-arbitrage pricing is incorporated to formulate the pricing model of RTP hedge contracts. Subsequently based on stochastic electricity price model, RTP hedge contract prices are assessed with Monte Carlo simulation method. Furthermore, a risk-constrained electricity procurement model, in which risk is expressed using conditional value-at-risk (CVaR) methodology, is introduced. The model explicitly materializes the tradeoff between the expected cost and risk of the electricity procurement for customers. Optimal hedging strategies, including hedge contract choices and hedged load percentages, for different risk preference customers can be obtained by solving the model. Relevant results from a realistic case study are finally presented to illustrate the validity of the proposed model. The insights accrued from these results will be beneficial to LSE in pricing RTP hedge contracts reasonably and to customers in hedging against RTP price risk effectively.
引用
收藏
页码:1547 / 1558
页数:12
相关论文
共 50 条
  • [1] Risk-constrained electricity procurement for a large consumer
    Conejo, A. J.
    Carrin, M.
    [J]. IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 2006, 153 (04) : 407 - 413
  • [2] RETRACTED: Risk-constrained stochastic power procurement of storage-based large electricity consumer (Retracted Article)
    Cao, Yan
    Wang, Qiangfeng
    Fan, Qingming
    Nojavan, Sayyad
    Jermsittiparsert, Kittisak
    [J]. JOURNAL OF ENERGY STORAGE, 2020, 28
  • [3] Risk-constrained optimal strategy for retailer forward contract portfolio
    Ahmadi, Abdollah
    Charwand, Mansour
    Aghaei, Jamshid
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 53 : 704 - 713
  • [4] Risk-Constrained Operation for Internet Data Centers in Deregulated Electricity Markets
    Yu, Liang
    Jiang, Tao
    Cao, Yang
    Zhang, Qian
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2014, 25 (05) : 1306 - 1316
  • [5] Risk-Constrained Profit Maximization in Day-Ahead Electricity Market
    Dicorato, Maria
    Forte, Giuseppe
    Trovato, Michele
    Caruso, Ettore
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (03) : 1107 - 1114
  • [6] Risk-Constrained Stochastic Virtual Bidding in Two-Settlement Electricity Markets
    Xiao, Dongliang
    Qiao, Wei
    Qu, Liyan
    [J]. 2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
  • [7] RISK-CONSTRAINED INFORMATION CHOICE
    MARSHALL, RM
    NARASIMHAN, R
    [J]. DECISION SCIENCES, 1989, 20 (04) : 677 - 684
  • [8] Risk-Constrained Kelly Gambling
    Busseti, Enzo
    Ryu, Ernest K.
    Boyd, Stephen
    [J]. JOURNAL OF INVESTING, 2016, 25 (03): : 118 - 134
  • [9] RETRACTION: Risk-constrained stochastic power procurement of storage-based large electricity consumer (Retraction of Vol 28, art no 101183, 2020)
    Cao, Yan
    Wang, Qiangfeng
    Fan, Qingming
    Nojavan, Sayyad
    Jermsittiparsert, Kittisak
    [J]. JOURNAL OF ENERGY STORAGE, 2023, 73
  • [10] Towards the development of risk-constrained optimal bidding strategies for generation companies in electricity markets
    Ma, XS
    Wen, FS
    Nia, YX
    Liu, HX
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2005, 73 (03) : 305 - 312