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

  • Al-Ammar E.A.; 
  • Ghazi G.A.; 
  • Ko, Wonsuk; 
  • Khan Y.; 
  • Beroual A.; 
  • ... Hong, Junhee; 
  • 외 1명
Citations

WEB OF SCIENCE

5
Citations

SCOPUS

9

초록

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

키워드

Fuzzy-based mechanism; Loss reduction; Multi-objective salp swarm algorithm; Shunt capacitor banks; Temperature impact; Voltage stability improvement; Electric power generation; Temperature; Voltage control; Best-fit solutions; Capacitor placement; Distribution systems; Objective functions; Radial distribution systems; Saudi electricity companies; Shunt capacitor banks; Voltage stability improvement; Distributed database systems
제목
Comprehensive impact analysis of ambient temperature on multi-objective capacitor placements in a radial distribution system
저자
Al-Ammar E.A.; Ghazi G.A.; Ko, Wonsuk; Khan Y.; Beroual A.; Hong, Junhee; Song, Seung-Ho
DOI
10.1016/j.asej.2020.05.003
발행일
2021-03
유형
Article
저널명
Ain Shams Engineering Journal
권
12
호
1
페이지
717 ~ 727