An Optimization Model and Modified Harmony Search Algorithm for Microgrid Planning with ESS

被引:14
|
作者
Jiao, Yang [1 ]
Wu, Jing [1 ]
Tan, Qing-kun [1 ]
Tan, Zhong-fu [1 ,2 ]
Wang, Guan [1 ]
机构
[1] North China Elect Power Univ, Beijing 102206, Peoples R China
[2] Yanan Univ, Yanan 716000, Peoples R China
基金
美国国家科学基金会;
关键词
BATTERY ENERGY-STORAGE; LOAD FREQUENCY CONTROL; OPERATION MANAGEMENT; FUEL-CELL; SYSTEM; GENERATION; SCENARIO; GRIDS; WIND; UNITS;
D O I
10.1155/2017/8425458
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
To solve problems such as the high cost of microgrids (MGs), balance between supply and demand, stability of system operation, and optimizing the MG planning model, the energy storage system (ESS) and harmony search algorithm (HSA) are proposed. First, the conventional MG planning optimization model is constructed and the constraint conditions are defined: the supply and demand balance and reserve requirements. Second, an ESS is integrated into the optimal model of MG planning. The model with an ESS can solve and identify parameters such as the optimal power, optimal capacity, and optimal installation year. Third, the convergence speed and robustness of the ESS are optimized and improved. A case study comprising three different cases concludes the paper. The results show that the modified HSA (MHSA) can effectively improve the stability and economy of MG operation with an ESS.
引用
收藏
页数:11
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