Optimal Sizing for Grid-Tied Microgrids With Consideration of Joint Optimization of Planning and Operation

被引:92
作者
Chen, Jian [1 ]
Zhang, Weitong [1 ]
Li, Jiaqi [1 ]
Zhang, Wen [1 ]
Liu, Yutian [1 ]
Zhao, Bo [2 ]
Zhang, Yicheng [3 ]
机构
[1] Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
[2] Zhejiang Elect Power Corp, Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
[3] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
基金
中国国家自然科学基金;
关键词
Demand side management; fuzzy satisfaction-maximizing; microgrid; multi-objective optimization; planning and operation optimization; DEMAND-SIDE MANAGEMENT; STORAGE-SYSTEM; WIND; GENERATION; UNCERTAINTIES;
D O I
10.1109/TSTE.2017.2724583
中图分类号
X [环境科学、安全科学];
学科分类号
083001 [环境科学];
摘要
This paper presents a multiobjective optimization method to jointly optimize the planning and operation of a grid-tied microgrid (MG) with various distributed generation sources such as wind turbine and photovoltaic arrays with the assistance of demand side management. In order to explore the economy and demand variety, the problem is formulated as a double-objective optimization to minimize the total annual cost and to maximize the customer satisfaction. To solve the multiobjective optimization problem, a fuzzy satisfaction-maximizing method is adopted to convert the original problem into a single objective optimization problem and a mixed integer linear programming algorithm is then used to solve the problem. To verify the proposed solution, various case studies have been carried out and compared. The results show that the proposed method is effective in minimizing the cost of an MG without sacrificing the satisfaction of customers.
引用
收藏
页码:237 / 248
页数:12
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