A Comprehensive Review of Security-constrained Unit Commitment

被引:70
|
作者
Yang, Nan [1 ]
Dong, Zhenqiang [1 ]
Wu, Lei [2 ]
Zhang, Lei [1 ]
Shen, Xun [3 ]
Chen, Daojun [4 ]
Zhu, Binxin [1 ]
Liu, Yikui [2 ]
机构
[1] China Three Gorges Univ, Hubei Prov Engn Res Ctr Intelligent Energy Techno, Yichang 443002, Peoples R China
[2] Stevens Inst Technol, Elect & Comp Engn, Hoboken, NJ 07030 USA
[3] Tokyo Univ Agr & Technol, Dept Mech Syst Engn, Koganei, Tokyo 1848588, Japan
[4] State Grid Hunan Elect Power Co Ltd, Elect Power Res Inst, Changsha 410007, Peoples R China
基金
中国国家自然科学基金;
关键词
Optimization; Mathematical models; Standards; Power systems; Costs; Heuristic algorithms; Spinning; Security-constrained unit commitment; electricity market; accurate model; AC power flow; data-driven; ECONOMIC EMISSION DISPATCH; THERMAL-ENERGY STORAGE; WIND POWER; ROBUST OPTIMIZATION; GENETIC ALGORITHM; INTEGRATED HEAT; FAST SCUC; ELECTRICITY; FRAMEWORK; SYSTEM;
D O I
10.35833/MPCE.2021.000255
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
Security-constrained unit commitment (SCUC) has been extensively studied as a key decision-making tool to determine optimal power generation schedules in the operation of electricity market. With the development of emerging power grids, fruitful research results on SCUC have been obtained. Therefore, it is essential to review current work and propose future directions for SCUC to meet the needs of developing power systems. In this paper, the basic mathematical model of the standard SCUC is summarized, and the characteristics and application scopes of common solution algorithms are presented. Customized models focusing on diverse mathematical properties are then categorized and the corresponding solving methodologies are discussed. Finally, research trends in the field are prospected based on a summary of the state-of-the-art and latest studies. It is hoped that this paper can be a useful reference to support theoretical research and practical applications of SCUC in the future.
引用
收藏
页码:562 / 576
页数:15
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