A risk-averse two-stage stochastic model for planning retailers including self-generation and storage system

被引:43
作者
Jordehi, A. Rezaee [1 ]
Tabar, V. Sohrabi [2 ]
Mansouri, S. A. [3 ]
Nasir, M. [4 ]
Hakimi, S. M. [5 ,6 ]
Pirouzi, S. [7 ]
机构
[1] Islamic Azad Univ, Dept Elect Engn, Rasht Branch, Rasht, Iran
[2] Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
[3] Islamic Azad Univ, Dept Elect Engn, Yadegar E Imam Khomeini RAH Share Rey Branch, Tehran, Iran
[4] Islamic Azad Univ, Mat & Energy Res Ctr, Dezful Branch, Dezful, Iran
[5] Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran
[6] Islamic Azad Univ, Renewable Energy Res Ctr, Damavand Branch, Damavand, Iran
[7] Islamic Azad Univ, Power Syst Grp, Semirom, Iran
关键词
Retailer; Electricity market; Uncertainty; Risk; Storage; Retail pricing; DECISION-MAKING FRAMEWORK; ELECTRICITY RETAILER;
D O I
10.1016/j.est.2022.104380
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
Retailers are intermediaries between producers and consumers and supply electricity to consumers which are not willing or are not permitted to take part in wholesale markets. In retailer planning, optimal mix of electricity procurement resources as well as optimal price of demands are determined. In this research, a risk-averse two-stage stochastic model is proposed for short-term scheduling of retailers, while contract with withdrawal penalty (CWP) and contract with option (CWO) are the new resources which are used for electricity procurement of retailers. Pool market, dispatchable distributed generator and photovoltaic unit are other resources of electricity procurement. The results show that CWP and CWO are only activated in scenarios with high demand; in other scenarios, the retailer prefers to pay the withdrawal/option fee and withdraws from CWP/CWO. The effect of different procurement resources on retailer profit, risk and retail prices are investigated. Residential, commercial and industrial demands with distinct price-quota curves are used. Retail pricing is done for different tariffs including flat, time-of-use (TOU) and real-time pricing (RTP) tariffs and the effect of tariff type on retailer profit, risk and prices is investigated. The effect of price-quota curves on retailer profit, risk and retail prices are also investigated.
引用
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页数:15
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共 45 条
  • [31] Energy and uncertainty management through domestic demand response in the residential building
    Mehrjerdi, Hasan
    Hemmati, Reza
    [J]. ENERGY, 2020, 192
  • [32] Multi-objective decision-making framework for an electricity retailer in energy markets using lexicographic optimization and augmented epsilon-constraint
    Nezhad, Ali Esmaeel
    Ahmadi, Abdollah
    Javadi, Mohammad Sadegh
    Janghorbani, Mohammadreza
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2015, 25 (12): : 3660 - 3680
  • [33] Optimal energy pricing for consumers by electricity retailer
    Nojavan, Sayyad
    Zare, Kazem
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 102 : 401 - 412
  • [34] Robust bidding and offering strategies of electricity retailer under multi-tariff pricing
    Nojavan, Sayyad
    Zare, Kazem
    Mohammadi-Ivatloo, Behnam
    [J]. ENERGY ECONOMICS, 2017, 68 : 359 - 372
  • [35] Selling price determination by electricity retailer in the smart grid under demand side management in the presence of the electrolyser and fuel cell as hydrogen storage system
    Nojavan, Sayyad
    Zare, Kazem
    Moharnmadi-Ivatloo, Behnam
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2017, 42 (05) : 3294 - 3308
  • [36] Oskouei MZ, 2021, IEEE T SUSTAIN ENERG
  • [37] Analytical stability analysis of the fractional-order particle swarm optimization algorithm
    Pahnehkolaei, Seyed Mehdi Abedi
    Alfi, Alireza
    Machado, J. A. Tenreiro
    [J]. CHAOS SOLITONS & FRACTALS, 2022, 155
  • [38] Stochastic risk-constrained decision-making approach for a retailer in a competitive environment with flexible demand side resources
    Rashidizadeh-Kermani, Homa
    Vahedipour-Dahraie, Mostafa
    Anvari-Moghaddam, Amjad
    Guerrero, Josep M.
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2019, 29 (02):
  • [39] An improved particle swarm optimisation for unit commitment in microgrids with battery energy storage systems considering battery degradation and uncertainties
    Rezaee Jordehi, Ahmad
    [J]. INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2021, 45 (01) : 727 - 744
  • [40] Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction
    Song, Shiming
    Wang, Pengjun
    Heidari, Ali Asghar
    Zhao, Xuehua
    Chen, Huiling
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 109