A Robust Economic Region Considering Load Uncertainty for Security and Economic Operation Optimization in Power Systems

被引:1
|
作者
He Liangce [1 ]
Lu Zhigang [1 ]
Zhao Hao [1 ]
Wang Huijing [1 ]
Liu Yane [2 ]
机构
[1] Yanshan Univ, Key Lab Power Elect Energy Conservat & Motor Dr H, Qinhuangdao 066004, Hebei Province, Peoples R China
[2] Changli Power Supply Co, Qinhuangdao 066600, Hebei Province, Peoples R China
关键词
Economic region; Load uncertainty; Security and economic operation optimization; Robust optimization; Adjustment strategy; DISPATCH;
D O I
10.1016/j.egypro.2016.10.185
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
Random errors are unavoidable in the security and economic operation (SEO) optimization of power systems due to load uncertainties, such as load forecasting deviations and random load fluctuations. Meanwhile, strictly adjusting the real power outputs of units with a given decision solution of the SEO model is difficult to achieve by decision makers in practice. In this paper, the robust optimization (RO) model is formulated by combining load forecasting deviations and the base model, which adopts the comprehensive cost and system equilibrium (SE) as objectives. Based on the proposed RO model, the economic region considering load uncertainty (ERCLU) concept is illustrated, and applied to solve the load forecasting deviation problem and provide the practical optimization reference for decision makers. Moreover, the adjustment strategy is given for the real power outputs of units out of the ERCLU. Finally, the proposed model and method have been implemented on the IEEE 30-bus test system. (C) 2016 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:325 / 335
页数:11
相关论文
共 50 条
  • [1] Robust Security Economic Dispatch Considering Wind Power Curtailment
    [J]. Ji, Liang (jihome2002@sina.cn), 2017, Chinese Society for Electrical Engineering (37):
  • [2] Study of Two-Stage Economic Optimization Operation of Virtual Power Plants Considering Uncertainty
    Sun, Hao
    Liu, Yanmei
    Qi, Penglong
    Zhu, Zhi
    Xing, Zuoxia
    Wu, Weining
    [J]. ENERGIES, 2024, 17 (16)
  • [3] Reactive power optimization in distribution systems considering load levels for economic benefit maximization
    Srinivasan, G.
    Reddy, V. Mahesh Kumar
    Venkatesh, P.
    Parimalasundar, E.
    [J]. ELECTRICAL ENGINEERING & ELECTROMECHANICS, 2023, (03) : 83 - 89
  • [4] Security-constrained Economic Dispatch (SCED) Considering Load Level Uncertainty
    Flores, BenJeMar-Hope
    Song, Hwachang
    [J]. INTERNATIONAL JOURNAL OF FUZZY LOGIC AND INTELLIGENT SYSTEMS, 2022, 22 (02) : 128 - 134
  • [5] Interval Optimization for Robust Economic Dispatch in Active Distribution Networks Considering Uncertainty
    Rooks, Cody
    Kou, Xiao
    Li, Fangxing
    [J]. 2019 2ND INTERNATIONAL CONFERENCE ON SMART ENERGY SYSTEMS AND TECHNOLOGIES (SEST 2019), 2019,
  • [6] Economic Operation Modeling and Optimization of an Island Micro Grid Considering Load Control
    Chen, Ran
    Tong, Keyan
    Lu, Jian
    Xie, Haining
    Zhuang, Liming
    Wang, Yun
    Li, Tao
    [J]. 2018 4TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION, 2019, 252
  • [7] Economic Optimization Operation Approach of Integrated Energy System Considering Wind Power Consumption and Flexible Load Regulation
    Meng, Qinglin
    Xu, Jing
    Ge, Leijiao
    Wang, Zhongguan
    Wang, Jianxiao
    Xu, Liang
    Tang, Zhipeng
    [J]. JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2023, 19 (01) : 209 - 221
  • [8] Economic Optimization Operation Approach of Integrated Energy System Considering Wind Power Consumption and Flexible Load Regulation
    Qinglin Meng
    Jing Xu
    Leijiao Ge
    Zhongguan Wang
    Jianxiao Wang
    Liang Xu
    Zhipeng Tang
    [J]. Journal of Electrical Engineering & Technology, 2024, 19 : 209 - 221
  • [9] Robust Optimization Operation of Power System Considering the Non-probabilistic Uncertainty of Parameter
    李雪
    何震晨
    杜大军
    [J]. Journal of Donghua University(English Edition), 2016, 33 (05) : 708 - 712
  • [10] A novel optimization method for wind power investment considering economic and security concerns
    Ayvaz, Alisan
    Genc, Istemihan
    [J]. JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2022, 14 (01)