Optimum placement of shunt capacitors in a radial distribution system for substation power factor improvement using fuzzy GA method

被引:38
作者
Gampa, Srinivasa Rao [1 ]
Das, D. [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Kharagpur 721302, W Bengal, India
关键词
Shunt capacitors; Fuzzy multiobjective; Genetic algorithm; Power factor improvement; Energy loss reduction; DISTRIBUTION NETWORKS; DISTRIBUTION FEEDERS; GENETIC ALGORITHM; OPTIMAL ALLOCATION; VOLTAGE STABILITY; OPTIMIZATION; LOCATION; SEARCH; SIZE; COMPENSATION;
D O I
10.1016/j.ijepes.2015.11.056
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
In this work a combination of fuzzy multiobjective and genetic algorithm (GA) based approach is proposed for optimal shunt capacitor placement to improve the substation power factor near unity, reduce the real power loss, and reduce the burden on the substation and to improve the voltage profile of the distribution network. In order to obtain best nodes for capacitor placement, a sensitivity index based on real power loss reduction and voltage profile improvement is considered. In the present work, an attempt is made to make reactive current component drawn by distribution network through substation is nearly zero such that power factor at the substation will be near unity. A fuzzy multiobjective function is formed considering substation reactive current component reduction, real power loss reduction, branch current constraint limit, minimum and maximum voltage limit satisfaction. The fuzzy multiobjective function is maximized using GA for obtaining the optimum sizing of fixed and switched shunt capacitors. Simulation results are shown to demonstrate the advantage of the proposed method compared to optimal shunt capacitor placement based on annual energy savings method. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:314 / 326
页数:13
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