Feeder reconfiguration and capacitor allocation in the presence of non-linear loads using new P-PSO algorithm

被引:41
作者
Sayadi, Fahimeh [1 ]
Esmaeili, Saeid [2 ]
Keynia, Farshid [3 ]
机构
[1] Kerman Grad Univ Technol, Dept Energy, Kerman, Iran
[2] Shahid Bahonar Univ Kerman, Dept Elect Engn, Kerman, Iran
[3] Grad Univ Adv Technol, Dept Energy, Kerman, Iran
基金
美国国家科学基金会;
关键词
particle swarm optimisation; power distribution economics; harmonic distortion; power supply quality; losses; feeder reconfiguration; capacitor allocation; nonlinear loads; P-PSO algorithm; particle swarm optimisation algorithm; capacitor placement; network reconfiguration; cost minimization; power losses; capacitor installation; power quality criteria; perturbation module; 77-bus radial distribution network; Sirjan; Iran; multiobjective function; PARTICLE SWARM OPTIMIZATION; DISTRIBUTION-SYSTEMS; LOSS REDUCTION; DISTRIBUTION NETWORKS; PLACEMENT; LOCATION;
D O I
10.1049/iet-gtd.2015.0936
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
This study proposes a new particle swarm optimisation algorithm for combined problem of capacitor placement and network reconfiguration simultaneously in the presence of non-linear loads. Here, the minimising cost of real power losses and capacitor installation and also improving the power quality criteria have been pursued as the goals of an optimisation problem. In the proposed method, to achieve better control on the algorithm's exploration and exploitation capabilities, particles velocity will be dependent upon both particle's fitness and time. Perturbation module is adopted to perform perturbation on some particles and provide extra diversity to jump out from local optima and avoid premature convergence. The proposed model is implemented on two typical networks including 33-bus IEEE standard well-known test system and a 77-bus radial distribution network of Sirjan, Iran. Through showing numerical results, the performance of the presented method will be discussed in comparison to previously proposed ones. The numeric comparison also indicates that simultaneously capacitor placement and network reconfiguration lead to far better results than they are considered non-simultaneously. Furthermore, in regard to harmonic distortion, as a term of a multi-objective function, it also improves the power quality of the network during the reconfiguration and capacitor placement procedures.
引用
收藏
页码:2316 / 2326
页数:11
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