Bidding Strategy for VPP Incorporating Price Market and Solar Generation Uncertainties using Information Gap Decision Theory

被引:0
|
作者
Maceas Henao, Michelle [1 ]
Espinosa Oviedo, Jairo [1 ]
Isaac Milan, Idi [2 ]
机构
[1] Univ Nacl Colombia, Fac Minas, Medellin, Colombia
[2] Univ Pontificia Bolivariana, Dept Ingn Elect, Medellin, Colombia
关键词
IGDT; VPP; bidding strategy; market price uncertainty; solar generation uncertainty; ENERGY;
D O I
10.1109/ICSMARTGRID52357.2021.9551261
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
This paper considers a virtual power plant (VPP) that seeks to maximize profit through participation in the day-ahead market and included an information gap decision theory (IGDT) to model price market and renewable generation uncertainties. The IGDT is a non-probabilistic technique that model the uncertainties considering the risk aversion and the opportunity to obtain higher profits under several uncertainties. The proposed method is implemented in a case study in which the contemplated uncertainties are analyzed to determine the most influencing on the expected benefits of the VPP.
引用
收藏
页码:143 / 148
页数:6
相关论文
共 50 条
  • [21] Bidding Strategy for VPP and Economic Feasibility Study of the Optimal Sizing of Storage Systems to Face the Uncertainty of Solar Generation Modelled with IGDT
    Maceas Henao, Michelle
    Espinosa Oviedo, Jairo Jose
    ENERGIES, 2022, 15 (03)
  • [22] Risk-based bidding of large electric utilities using Information Gap Decision Theory considering demand response
    Kazemi, M.
    Mohammadi-Ivatloo, B.
    Ehsan, M.
    ELECTRIC POWER SYSTEMS RESEARCH, 2014, 114 : 86 - 92
  • [23] Retraction notice to 'Optimal bidding strategy of multi-carrier systems in electricity markets using information gap decision theory' [Energy 280 (2023) 128043]
    Liu, Zhouding
    Nazari-Heris, Morteza
    ENERGY, 2025, 314
  • [24] Groundwater remediation using the information gap decision theory
    O'Malley, D.
    Vesselinov, V. V.
    WATER RESOURCES RESEARCH, 2014, 50 (01) : 246 - 256
  • [25] Risk-Constrained Optimal Chiller Loading Strategy Using Information Gap Decision Theory
    Shi, Er
    Jabari, Farkhondeh
    Anvari-Moghaddam, Amjad
    Mohammadpourfard, Mousa
    Mohammadi-ivatloo, Behnam
    APPLIED SCIENCES-BASEL, 2019, 9 (09):
  • [26] Multiobjective reactive power planning considering the uncertainties of wind farms and loads using Information Gap Decision Theory
    Shojaei, Amir Hossein
    Ghadimi, Ali Asghar
    Miveh, Mohammad Reza
    Gandoman, Foad H.
    Ahmadi, Abdollah
    RENEWABLE ENERGY, 2021, 163 : 1427 - 1443
  • [27] Application of Information-Gap Decision Theory to Generation Asset Allocation
    Zhao, Yanan
    Zhang, Shaohua
    INTELLIGENT COMPUTING IN SMART GRID AND ELECTRICAL VEHICLES, 2014, 463 : 398 - 408
  • [28] Optimal reserve market clearing considering uncertain demand response using information gap decision theory
    Ghahary, Kianoush
    Abdollahi, Amir
    Rashidinejad, Masoud
    Alizadeh, Mohammad Iman
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 101 : 213 - 222
  • [29] An information gap decision theory-based decision-making model for complementary operation of hydro-wind-solar system considering wind and solar output uncertainties
    Liao, Shengli
    Liu, Huan
    Liu, Benxi
    Zhao, Hongye
    Wang, Mingqing
    JOURNAL OF CLEANER PRODUCTION, 2022, 348
  • [30] Trading Strategy for Power Generation Companies Considering Multi-market Price and Carbon Verification Uncertainties
    Ouyang, Shiqi
    Jiang, Kai
    Xue, Yusheng
    Huang, Jie
    Liu, Nian
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2024, 48 (21): : 71 - 81