Distributed power generation planning for distribution network using chimp optimization algorithm in order to reliability improvement

被引:30
作者
Borousan, Farzaneh [1 ]
Hamidan, Mohammad-Ali [1 ]
机构
[1] Islamic Azad Univ IAU, Dept Elect Engn, Ahvaz Branch, Ahvaz, Iran
关键词
Distributed generations; Radial distribution networks; Reliability improvement; Chimp optimization algorithm; PARTICLE SWARM OPTIMIZATION; LOSS REDUCTION; DG ALLOCATION; RECONFIGURATION; PLACEMENT; QUALITY; SYSTEMS; COMBINATION; LOCATION; LOSSES;
D O I
10.1016/j.epsr.2022.109109
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
The most important challenges facing system designers in radial distribution networks include low voltage profiles, high current values, very high power losses and voltage drops. Therefore, the use of Distributed Gen-erations (DGs) improves the technical and economic performance of distribution systems. In this article, in order to identify the optimal location of DGs, increase voltage stability and improve reliability in 119-bus distribution network, a comparison is made of the results of Chimp Optimization Algorithm (ChOA) and other algorithms. The objective functions implemented in ChOA include the minimization of investment and operation costs to avoid economic losses and the minimization of Energy Not-Supplied (ENS) to prevent network blackouts. The ChOA method performs better than algorithms such as the Whale Optimization Algorithm (WOA), the Gray Wolf Optimization (GWO) Algorithm, Social Spider Algorithm (SSA), and Imperialist Competitive Algorithm (ICA). The simulation results show that by considering DGs using ChOA in 119-bus distribution networks, the value of reliability improvement is reduced by 61.70%. The results show that the value of ENS using ChOA compared to WOA, GWO, SSA and ICA algorithms is improved by 2.60%, 4.63%, 6.37% and 9.67%, respectively. The pro-posed model shows that reliability improvement is better than other algorithms in distribution networks.
引用
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页数:11
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