Optimal Coordination of Directional Overcurrent Relays in Microgrids by Using Cuckoo-Linear Optimization Algorithm and Fault Current Limiter

被引:130
作者
Dehghanpour, Ehsan [1 ]
Karegar, Hossein Kazemi [1 ]
Kheirollahi, Reza [2 ]
Soleymani, Tohid [1 ]
机构
[1] Shahid Beheshti Univ, Dept Elect Engn, Tehran 1983969411, Iran
[2] Tarbiat Modares Univ, Dept Elect & Comp Engn, Tehran 14115116, Iran
关键词
Artificial intelligence; cuckoo optimization algorithm; microgrid protection; linear programming; protection coordination; OVER-CURRENT RELAYS; SYSTEMS; DISTANCE;
D O I
10.1109/TSG.2016.2587725
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
Nowadays, distributed generations (DGs) and microgrids play a significant role in development of power systems, but DGs produce several protection problems especially in optimal coordination of directional overcurrent relays (DORs). Optimal coordination of DORs is a highly constrained nonlinear programming problem, which has attracted attention of many research studies in recent years. Cuckoo optimization algorithm (COA) is introduced as an optimization tool based on behavior patterns of Cuckoos. In this paper, COA and linear programming (LP) are combined as a new hybrid COA-LP optimization algorithm in order to optimize the coordination protection of DORs in microgrids and find the optimum value of fault current limiter at the point of common coupling. The optimum settings of DORs are obtained for both modes of operation: 1) grid-connected and 2) island mode. The proposed algorithm is applied to Canadian distribution benchmark and a modified IEEE 14 bus networks and compared with particle swarm optimization (PSO) and genetic algorithm (GA). The obtained results show that the computational efficiency of the proposed COA-LP is better than PSO and GA in terms of speed and total operating time of DORs.
引用
收藏
页码:1365 / 1375
页数:11
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