Computational Study of Security Constrained Economic Dispatch With Multi-Stage Rescheduling

被引:26
|
作者
Liu, Yanchao [1 ]
Ferris, Michael C. [2 ]
Zhao, Feng [3 ]
机构
[1] Univ Wisconsin, Dept Ind & Syst Engn, Madison, WI 53705 USA
[2] Univ Wisconsin, Dept Comp Sci, Madison, WI 53705 USA
[3] ISO New England Inc, Holyoke, MA 01040 USA
关键词
Contingency management; mathematical programming; optimization methods; power generation dispatch; power system reliability; OPTIMAL POWER-FLOW;
D O I
10.1109/TPWRS.2014.2336667
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
We model post-contingency corrective actions in the security-constrained economic dispatch and consider multiple stages of rescheduling to meet different security constraints. The resulting linear program is not solvable by traditional LP methods due to its large size. We devise and implement a series of algorithmic enhancements based on the Benders' decomposition method to ameliorate the computational difficulty. These enhancements include reducing the number of subproblems, solving the LPs faster by using appropriate solver options, harnessing parallel computing and treating difficult contingencies separately by integrating an independent "feasibility checker" process in the algorithm. In addition, we propose a set of online measures to diagnose and correct infeasibility issues encountered in the solution process. The overall solution approach, coded directly in GAMS, is able to process the "N-1" contingency list in 10 min for all large network cases (e.g., the Polish 2383-bus case) available for experiments.
引用
收藏
页码:920 / 929
页数:10
相关论文
共 50 条
  • [1] ECONOMIC-DISPATCH WITH SECURITY-CONSTRAINED RESCHEDULING
    PEREIRA, MVF
    PINTO, LMVG
    MONTICELLI, A
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1987, 9 (02) : 97 - 104
  • [2] Robust multi-stage economic dispatch with renewable generation and storage
    Yildiran, Ugur
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 309 (02) : 890 - 909
  • [3] Distributed Security Constrained Economic Dispatch
    Amini, M. Hadi
    Jaddivada, Rupamathi
    Mishra, Sakshi
    Karabasoglu, Orkun
    [J]. 2015 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT ASIA), 2015,
  • [4] Constrained Multi-objective Differential Evolution for Security Constrained Economic/Environmental Dispatch
    Zhao, Tianyang
    Qiu, Guobing
    Li, Yingzhi
    Liu, Wenxia
    Zhang, Jianhua
    [J]. ADVANCES IN ENERGY SCIENCE AND TECHNOLOGY, PTS 1-4, 2013, 291-294 : 817 - 822
  • [5] Dynamic economic dispatch using the extended security constrained economic dispatch algorithm
    Barcelo, WR
    Rastgoufard, P
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1997, 12 (02) : 961 - 967
  • [6] Understanding the Inefficiency of Security-Constrained Economic Dispatch
    Hajiesmaili, Mohammad H.
    Cai, Desmond
    Mallada, Enrique
    [J]. 2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,
  • [7] Particle swarm optimization for security constrained economic dispatch
    Pancholi, RK
    Swarup, KS
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON INTELLIGENT SENSING AND INFORMATION PROCESSING, 2004, : 7 - 12
  • [8] Application of evolutionary programming to security constrained economic dispatch
    Somasundaram, P
    Kuppusamy, K
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2005, 27 (5-6) : 343 - 351
  • [9] Stochastic Preventive Security-Constrained Economic Dispatch
    Mariano Paniagua-Contreras, J.
    Gutierrez, G.
    Tovar Hernandez, J. H.
    Hinojosa, Victor H.
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2022, 20 (01) : 171 - 179
  • [10] A Novel Multi-Stage Economic Dispatch of Microgrid Based on Consensus Protocol of Multi-Agent System
    Yu, Zhiwen
    Liu, Yuquan
    Xiong, Wen
    Wang, Li
    Cai, Ying
    Wu, Renbo
    Hua, Huangsheng
    Zeng, Shunqi
    [J]. 2018 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2018, : 3807 - 3812