Novel FGbSA: Fuzzy-Galaxy-based search algorithm for multi-objective reconfiguration of distribution systems
- Авторы: Tolabi H.B.1, Shakarami M.R.2, Hosseini R.3, Ayob S.B.4
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Учреждения:
- Department of Electrical Engineering, Khorramabad Branch
- Faculty of Engineering
- Department of Computer Engineering, Shahr-e-Qods Branch
- Faculty of Electrical Engineering
- Выпуск: Том 87, № 10 (2016)
- Страницы: 588-595
- Раздел: Article
- URL: https://journals.rcsi.science/1068-3712/article/view/229701
- DOI: https://doi.org/10.3103/S1068371216100072
- ID: 229701
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Аннотация
Reconfiguration according to different criteria is an important problem in distribution systems. This paper presents a new method for optimal multi-objective reconfiguration of distribution system based on the Galaxy-based Search Algorithm (GbSA). To avoid the convergence problem, the input and output data are normalized in the same range using fuzzy sets. The main objectives of the proposed algorithm have been considered as power loss reduction, voltage profile improvement and increase of the system load balancing. The proposed technique has been investigated using the IEEE 33-bus test system and a real distribution network i.e. Tai-Power 11.4-kV distribution system. The obtained results revealed the superiority of the proposed fuzzy-GbSA method in terms of accuracy compared to the GbSA and other intelligent search algorithms such as Genetic Algorithm (GA) or Particle Swarm Optimization (PSO). Furthermore, the proposed algorithm efficiently converged to the optimum solution compared to the other intelligent counterpart algorithms.
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Об авторах
Hajar Tolabi
Department of Electrical Engineering, Khorramabad Branch
Автор, ответственный за переписку.
Email: hajar.bagheri@faotmail.com
Иран, Khorramabad
Mahmoud Shakarami
Faculty of Engineering
Email: hajar.bagheri@faotmail.com
Иран, Khorramabad
Rahil Hosseini
Department of Computer Engineering, Shahr-e-Qods Branch
Email: hajar.bagheri@faotmail.com
Иран, Tehran
S. Ayob
Faculty of Electrical Engineering
Email: hajar.bagheri@faotmail.com
Малайзия, Johor
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