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Comprehensive impact analysis of ambient temperature on multi-objective capacitor placements in a radial distribution system

Authors
Al-Ammar E.A.Ghazi G.A.Ko, WonsukKhan Y.Beroual A.Hong, JunheeSong, Seung-Ho
Issue Date
Mar-2021
Publisher
ELSEVIER
Keywords
Fuzzy-based mechanism; Loss reduction; Multi-objective salp swarm algorithm; Shunt capacitor banks; Temperature impact; Voltage stability improvement
Citation
Ain Shams Engineering Journal, v.12, no.1, pp.717 - 727
Journal Title
Ain Shams Engineering Journal
Volume
12
Number
1
Start Page
717
End Page
727
URI
https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/80836
DOI
10.1016/j.asej.2020.05.003
ISSN
2090-4479
Abstract
Shunt capacitor banks (SCBs) are used in distribution systems for loss reduction, voltage stability improvement for the system nodes, and system capacity release. However, the size of these capacitors and their placement locations are design factors that have been considered as single or multi-objectives to derive maximum benefits from their installation. To find the optimal location and size of the SCBs, this study proposes the application of multi-objective salp swarm algorithms, considered at ambient temperature, in radial distribution systems. Additionally, a fuzzy-based mechanism has been utilized to identify the best-fit solution of three different objective functions. The proposed method is implemented on IEEE 15-bus and 33-bus radial distribution systems, as well as on real data taken from the Saudi Electricity Company. The results indicate improved effectiveness and higher capability of the proposed method. © 2020 THE AUTHORS
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