Optimal portfolio strategies of purchasing electricity for electricity company based on distributional robust CVaR

被引:1
|
作者
Huang, Xiaoyao [1 ]
Wang, Xiaojian [2 ]
Chen, Liangjin [1 ]
Ye, Chengjin [3 ]
机构
[1] State Grid Zhejiang Elect Power Co Ltd, Hangzhou 310000, Peoples R China
[2] State Grid Zhejiang Huzhou Elect Power Co Ltd, Huzhou 313000, Peoples R China
[3] Zhejiang Univ, Hangzhou 310027, Peoples R China
关键词
D O I
10.1088/1755-1315/467/1/012200
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
Considering the uncertainty of probability distribution of electricity price in multi-energy markets and taking the maximum expected profits as optimization object, this paper establishes the optimal power purchasing portfolio model based on distributional robust CVaR. An optimal portfolio problem of purchasing proportion in real-time electricity market, day-ahead electricity market, and mid-long term contract market is transformed into a semi-definite programming problem. The analysis of case study shows the efficiency of the proposed model, which paves a new way for electricity companies to determine the optimal portfolio strategies considering the risk.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Portfolio Purchasing Optimization Model Based on Skewness-CVaR for Electricity Retailers under Peak - Valley Prices
    Lin Fen
    Chen Chuanbin
    Chen Xiulan
    Jiang Yuewen
    [J]. 2018 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2018, : 2794 - 2799
  • [2] A Novel CVaR Based Portfolio Optimization Model for LDC Electricity Procurement
    Huang, Hailun
    Yan, Zheng
    Hou, Yunhe
    [J]. 2008 JOINT INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON) AND IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2, 2008, : 279 - +
  • [3] CVaR-based electricity purchase model for power supply company
    Wang, Jinfeng
    Li, Yuzeng
    Zhang, Shaohua
    [J]. Dianli Zidonghua Shebei / Electric Power Automation Equipment, 2008, 28 (02): : 19 - 23
  • [4] Robust portfolio optimization for electricity planning: An application based on the Brazilian, electricity mix
    Costa, Oswaldo L. V.
    Ribeiro, Celma de Oliveira
    Rego, Erik Eduardo
    Stern, Julio Michael
    Parente, Virginia
    Kileber, Solange
    [J]. ENERGY ECONOMICS, 2017, 64 : 158 - 169
  • [5] Electricity purchasing strategies in the Spanish market. Case success of an industrial company
    Ortiz-Cavada, Maria
    Ukar-Arrien, Olatz
    Mugica-Arrien, Arantza
    Vega-Andres, Mikel
    [J]. DYNA, 2016, 91 (04): : 452 - 458
  • [6] Optimal purchasing strategy of the electricity supply company under multi-options
    Shanghai Jiaotong University, Shanghai 200052, China
    [J]. Dianli Xitong Zidonghue, 2007, 12 (36-39+107):
  • [7] Information Entropy Based Fuzzy Optimization Model of Electricity Purchasing Portfolio
    Zheng, Yanan
    Zhou, Ming
    Li, Gengyin
    [J]. 2009 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-8, 2009, : 3722 - 3727
  • [8] Robust Hedging of Electricity Retail Portfolios with CVaR Constraints
    Resta, Marina
    Santini, Stefano
    [J]. MODELLING, COMPUTATION AND OPTIMIZATION IN INFORMATION SYSTEMS AND MANAGEMENT SCIENCES, PROCEEDINGS, 2008, 14 : 264 - +
  • [9] Portfolio selection under distributional uncertainty: A relative robust CVaR approach
    Huang, Dashan
    Zhu, Shushang
    Fabozzi, Frank J.
    Fukushima, Masao
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 203 (01) : 185 - 194
  • [10] Cost and risk management for a local distribution company in purchasing electricity
    Huang, Hailun
    Yan, Zheng
    Wu, Felix F.
    Hou, Yunhe
    [J]. EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2010, 20 (08): : 1101 - 1113