Security Constrained Unit Commitment and Economic Dispatch Through Benders Decomposition: A Comparative Study

被引:0
|
作者
Cvijic, Sanja [1 ]
Xiong, Jinjun [2 ]
机构
[1] Carnegie Mellon Univ, Power Syst Grp, Pittsburgh, PA 15213 USA
[2] IBM Corp, Thomas J Watson Res Ctr, Yorktown Hts, NY USA
来源
2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING | 2011年
关键词
security constrained unit commitment; SCUC; SCED; benders decomposition; benders cuts; power system operation;
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
Security Constrained Unit Commitment (SCUC) is a complex optimization algorithm used for day-ahead planning in restructured electricity markets. There are many existing approaches for implementing SCUC, but this paper will focus on the ones based on General Benders Decomposition (GBD). GBD decomposes the SCUC problem into a master problem, feasibility checks and subproblems. This paper will give a comparison study of different ways how the SCUC problem can be decomposed using variations of the existing GBD framework. Our goal is to show all these possible mappings and determine properties of the algorithms in terms of solution quality and runtime scalability. IEEE test cases will be used to present behavior of the algorithms when applied to networks of different size.
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页数:8
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