Optimal network reconfiguration for power loss minimization and voltage profile enhancement in distribution systems

被引:48
|
作者
Salau, Ayodeji Olalekan [1 ]
Gebru, Yalew Werkie [2 ]
Bitew, Dessalegn [2 ]
机构
[1] Afe Babalola Univ, Dept Elect Elect & Comp Engn, Ado Ekiti, Nigeria
[2] Debre Markos Univ, Dept Elect & Comp Engn, Debre Marqos, Ethiopia
关键词
Computer science; Electrical engineering; Energy; Systems engineering; High performance computing; Network reconfiguration; Selective particle swarm optimization; Power loss minimization; Radial distribution system; Load variation; Voltage profile; ALGORITHM;
D O I
10.1016/j.heliyon.2020.e04233
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper presents an optimal method for optimizing network reconfiguration (NR) problems in a power dis- tribution system (PDS) for the purpose of power loss reduction and voltage profile (VP) improvement. Further- more, a modified algorithm was presented to address this problem in order to provide a more efficient PDS. Various works which used NR to improve VP and reduce power loss were discussed and summarized in detail. In particular, a modified Selective particle swarm optimization (SPSO) method was used for NR in existing networks considering different loading conditions. The main objective of this study is to minimize real power losses and enhance VP of a distribution system using the proposed SPSO method. The SPSO method was programmed in MATLAB R2016b software and tested using IEEE 33 -bus radial distribution system (RDS). The obtained test re- sults show that the real power was enhanced by 99.341%, 97.289%, and 95.389% for the light, normal, and heavy load conditions, respectively. Also, the minimum voltage level in the worst case was significantly enhanced from 0.8841 p.u. to 0.9510 p.u. Towards the end, a comparative analysis of the proposed SPSO with existing methods for distribution network reconfiguration (DNR) is presented. The comparative results show that the proposed SPSO was found to be more efficient in reducing voltage deviation (VD) and power losses in the system.
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页数:8
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