Temporal Decomposition for Security-Constrained Unit Commitment

被引:22
|
作者
Safdarian, Farnaz [1 ]
Mohammadi, Ali [1 ]
Kargarian, Amin [1 ]
机构
[1] Louisiana State Univ, Dept Elect & Comp Engn, Baton Rouge, LA 70803 USA
基金
美国国家科学基金会;
关键词
Couplings; Processor scheduling; Indexes; Time factors; Acceleration; Distributed algorithms; Economics; Temporal decomposition; security-constrained unit commitment; accelerated analytical target cascading; OPTIMIZATION; MANAGEMENT; DISPATCH;
D O I
10.1109/TPWRS.2019.2947410
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
This paper proposes a temporal decomposition strategy to reduce the computation time of security-constrained unit commitment (SCUC). The novelty of this paper is twofold. The scheduling horizon is decomposed into multiple subhorizons. The concept of coupling intervals is introduced, and a set of auxiliary counting variables and logical expressions along with their equivalent linear models are formulated to handle intertemporal ramp constraints and minimum on/off times between consecutive subhorizons. An accelerated analytical target cascading (A-ATC) algorithm is developed to coordinate SCUC subproblems and find the optimal solution for the whole operation horizon in a distributed manner. An initialization strategy is presented to enhance the convergence performance of A-ATC. The proposed algorithm is tested on four test systems.
引用
收藏
页码:1834 / 1845
页数:12
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