Optimal Allocation and Economic Analysis of Energy Storage System in Microgrids

被引:265
|
作者
Chen, Changsong [1 ]
Duan, Shanxu [1 ]
Cai, Tao [1 ]
Liu, Bangyin [1 ]
Hu, Guozhen [1 ]
机构
[1] Huazhong Univ Sci & Technol, Coll Elect & Elect Engn, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Distributed generation (DG); energy storage system (ESS); genetic algorithm (GA); microgrids (MGs); optimization methods; power distribution economic; CONTROL STRATEGY; MANAGEMENT; STABILITY; INVERTERS; OPERATION; DESIGN;
D O I
10.1109/TPEL.2011.2116808
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 presents a methodology for the optimal allocation and economic analysis of energy storage system (ESS) in microgrids (MGs) on the basis of net present value (NPV). As the performance of an MG strongly depends on the allocation and arrangement of its ESS, optimal allocation methods and economic operation strategies of the ESS devices are required for the MG. To optimize the operation strategies and capacities of ESS in MGs, the financial benefit and dynamic models of ESS are discussed. And then, a matrix real-coded genetic algorithm is applied to find maximal NPV, in which each GA chromosome consists of a 2-D real number matrix representing the generation schedule of ESS and distributed generation sources. This paper is to suggest, among those available ESS, the optimal sizes and types of them and their optimal arrangement, such that the total NPV achieved during the system operational lifetime period is maximized. Finally, some computational simulation results are presented to verify the effectiveness of the proposed method.
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页码:2762 / 2773
页数:12
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