Portfolio Purchasing Optimization Model Based on Skewness-CVaR for Electricity Retailers under Peak - Valley Prices

被引:0
|
作者
Lin Fen [1 ]
Chen Chuanbin [1 ]
Chen Xiulan [2 ]
Jiang Yuewen [2 ]
机构
[1] Fujian Elect Power Trading Co Ltd, Fuzhou 350003, Fujian, Peoples R China
[2] Fuzhou Univ, Sch Elect Engn & Automat, Fuzhou 350108, Fujian, Peoples R China
关键词
conditional value at risk; electricity retailers; peak - valley prices; skewness;
D O I
暂无
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
in a multi-market environment, electricity retailers need to allocate the proportion of electricity purchased from the contract market, the day-ahead market and the real-time market in order to reduce risks and increase profits. This article considers the implementation of peak-valley prices on the side of power sales, studies the income space of electricity procurement and sale for electricity retailers, and uses CVaR to quantify the losses that electricity retailers may suffer; since CVaR mainly reflects the size of losses, it cannot adjust the proportion of power purchases in various markets to increase the income from electricity retailers; therefore, under the condition of satisfying CVaR, the skewness constraint is introduced into the portfolio purchasing optimization model, this article adjusts the proportion of electricity purchased in each market by controlling the degree of skewness, so as to control the return of electricity retailers, the greater the skewness, the lower the probability of a low rate of income and the greater the probability of a high rate of income; this article takes the maximization of the income of electricity retailers as a target function, the skewness-CVaR based portfolio purchasing optimization model for electricity retailers under peak - valley prices is established. The example results show that this model provides new risk measurement indicators and power purchase plans for electricity retailers.
引用
收藏
页码:2794 / 2799
页数:6
相关论文
共 48 条
  • [21] Conditional-Robust-Profit-Based Optimization Model for Electricity Retailers with Shiftable Demand
    Zhang, Qi
    Zhang, Shaohua
    Wang, Xian
    Li, Xue
    Wu, Lei
    ENERGIES, 2020, 13 (06)
  • [22] mean-variance-skewness fuzzy portfolio selection model based on intuitionistic fuzzy optimization
    Chen, Guohua
    Luo, Zhijun
    Liao, Xiaolian
    Yu, Xing
    Yang, Lian
    CEIS 2011, 2011, 15
  • [23] Bi-layer optimization model of peak-valley prices and peak-valley periods considering benefits of source-grid-load
    Huang J.
    Yu X.
    Zhao D.
    Fan Y.
    Chen H.
    Yu S.
    Li Y.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2024, 44 (06): : 217 - 224
  • [24] Gated Neural Network-Based Mean-EVaR-Skewness Portfolio Optimization under Uncertain Environment
    Mittal, Sunil Kumar
    Srivastava, Namita
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2021, 30 (06)
  • [25] A simulation-based optimization model to determine optimal electricity prices under various scenarios considering stakeholders' objectives
    Dehghan, Hamed
    Amin-Naseri, Mohammad Reza
    ENERGY, 2022, 238
  • [26] Multiperiod consumption and portfolio decisions under the multivariate GARCH model with transaction costs and CVaR-based risk control
    Zhiping Chen
    OR Spectrum, 2005, 27 : 603 - 632
  • [27] Multiperiod consumption and portfolio decisions under the multivariate GARCH model with transaction costs and CVaR-based risk control
    Chen, ZP
    OR SPECTRUM, 2005, 27 (04) : 603 - 632
  • [28] A CVaR-based coal inventory optimization model for coal-fired power plants in electricity market environment
    Yang, Jiajia
    He, Yang
    Zou, Bo
    Shang, Jincheng
    Li, Wenqi
    Wen, Fushuan
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2014, 38 (04): : 51 - 59
  • [29] A portfolio theory based optimization model for steam coal purchasing strategy: A case study of Taiwan Power Company
    Huang, Yun-Hsun
    Wu, Jung-Hua
    JOURNAL OF PURCHASING AND SUPPLY MANAGEMENT, 2016, 22 (02) : 131 - 140
  • [30] Black-Litterman model with copula-based views in mean-CVaR portfolio optimization framework with weight constraints
    Teplova, Tamara
    Evgeniia, Mikova
    Munir, Qaiser
    Pivnitskaya, Nataliya
    ECONOMIC CHANGE AND RESTRUCTURING, 2023, 56 (01) : 515 - 535