Security-Constrained Unit Commitment with Optimal Robust Confidence Levels

被引:0
作者
Feng, Changsen [1 ]
Ni, Linna [1 ]
Wen, Fushuan [1 ]
Li, Zhiyi [2 ]
Shahidehpour, Mohammad [2 ]
Xue, Yusheng [3 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
[2] IIT, ECE Dept, Chicago, IL 60616 USA
[3] State Grid Elect Power Res Inst, Nanjing 210003, Peoples R China
来源
2017 IEEE POWER & ENERGY SOCIETY GENERAL MEETING | 2017年
基金
国家高技术研究发展计划(863计划); 中国国家自然科学基金;
关键词
Benders decomposition; robustness; robust confidence level; unit commitment; wind power; OPTIMIZATION;
D O I
暂无
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
Due to the increasing penetration of wind power, the fluctuation and forecasting error have posed significant challenges to dispatchers for secure and economic operation of the power system concerned. This paper proposes a model for attaining a robust solution to the security-constrained unit commitment (SCUC) problems based on scenarios. Different from most robust optimization models, the model in this paper guarantees a robust solution with the optimal confidence level, and some measures such as wind power curtailment and load shed arc considered. The proposed model provides theoretical basis to help operators strike a balance between economic performance and robustness. The proposed model is solved by Benders decomposition. The effectiveness of the proposed model is verified by results of numerical cases on the modified IEEE 39, 118-bus system.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] The conditions for obtaining feasible solutions to security-constrained unit commitment problems
    Guan, XH
    Guo, SG
    Zhai, QZ
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (04) : 1746 - 1756
  • [32] Security-Constrained Unit Commitment With Linearized System Frequency Limit Constraints
    Ahmadi, Hamed
    Ghasemi, Hassan
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (04) : 1536 - 1545
  • [33] Security-constrained unit commitment: A decomposition approach embodying Kron reduction
    Constante-Flores, Gonzalo E.
    Conejo, Antonio J.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2024, 319 (02) : 427 - 441
  • [34] Algorithm for the N-2 Security-Constrained Unit Commitment Problem with Transmission Switching
    Schumacher, Kathryn M.
    Cohn, Amy E. M.
    Chen, Richard Li-Yang
    INFORMS JOURNAL ON COMPUTING, 2017, 29 (04) : 645 - 659
  • [35] A novel robust security constrained unit commitment model considering HVDC regulation
    Jiang, Sufan
    Gao, Shan
    Pan, Guangsheng
    Zhao, Xin
    Liu, Yu
    Guo, Yasen
    Wang, Sicheng
    APPLIED ENERGY, 2020, 278
  • [36] Adversarially Robust Learning for Security-Constrained Optimal Power Flow
    Donti, Priya L.
    Agarwal, Aayushya
    Bedmutha, Neeraj Vijay
    Pileggi, Larry
    Kolter, J. Zico
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021), 2021, 34
  • [37] Determining inactive constraints in stochastic security-constrained unit commitment using cumulants
    Ghannadi, Siavash
    Mehrtash, Mahdi
    Mohammadi, Mohammad
    Raoofat, Mahdi
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (03) : 2123 - 2135
  • [38] Fast stochastic security-constrained unit commitment using point estimation method
    Mehrtash, Mahdi
    Raoofat, Mahdi
    Mohammadi, Mohammad
    Zareipour, Hamidreza
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2016, 26 (03): : 671 - 688
  • [39] Security-Constrained Unit Commitment Considering Differentiated Regional Air Pollutant Intensity
    Guo, Danyang
    Yu, Jilai
    Ban, Mingfei
    SUSTAINABILITY, 2018, 10 (05)
  • [40] Research on security-constrained unit commitment based on an improved ordinal optimization algorithm
    Zhang, Zhi
    Xu, Guobin
    Yang, Nan
    FRONTIERS IN ENERGY RESEARCH, 2023, 10