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Application of Multi-Objective Evolutionary Optimization Algorithms to Reactive Power Planning Problem
https://hiroshima.repo.nii.ac.jp/records/2000920
https://hiroshima.repo.nii.ac.jp/records/2000920f433fadd-f7be-4c56-8b9b-b42717a9bcb2
名前 / ファイル | ライセンス | アクション |
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Item type | デフォルトアイテムタイプ_(フル)(1) | |||||||||||
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公開日 | 2023-03-18 | |||||||||||
タイトル | ||||||||||||
タイトル | Application of Multi-Objective Evolutionary Optimization Algorithms to Reactive Power Planning Problem | |||||||||||
言語 | en | |||||||||||
作成者 |
Eghbal, Mehdi
× Eghbal, Mehdi
× Yorino, Naoto
× Zoka, Yoshifumi
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アクセス権 | ||||||||||||
アクセス権 | open access | |||||||||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||||||||
権利情報 | ||||||||||||
権利情報 | (c) Copyright by IEEE SMC Hiroshima Chapter. | |||||||||||
主題 | ||||||||||||
主題Scheme | NDC | |||||||||||
主題 | 500 | |||||||||||
内容記述 | ||||||||||||
内容記述 | This paper presents a new approach to treat reactive power (VAr) planning problem using multi-objective evolutionary algorithms. Specifically, Strength Pareto Evolutionary Algorithm (SPEA) and Multi-Objective Particle Swarm Optimization (MOPSO) approaches have been developed and successfully applied. The overall problem is formulated as a nonlinear constrained multi-objective optimization problem. Minimizing the total incurred cost and maximizing the amount of Available Transfer Capability (ATC) are defined as the main objective functions. The proposed approaches have been successfully tested on IEEE 14 bus system. As a result a wide set of optimal solutions known as Pareto set is obtained and encouraging results show the superiority of the proposed approaches and confirm their potential to solve such a large scale multi-objective optimization problem. | |||||||||||
言語 | en | |||||||||||
出版者 | ||||||||||||
出版者 | IEEE SMC Hiroshima Chapter | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
資源タイプ | ||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||||
資源タイプ | conference paper | |||||||||||
出版タイプ | ||||||||||||
出版タイプ | VoR | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
収録物識別子 | ||||||||||||
収録物識別子タイプ | ISSN | |||||||||||
収録物識別子 | 1883-3977 | |||||||||||
開始ページ | ||||||||||||
開始ページ | 165 | |||||||||||
書誌情報 |
Fourth International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2008 Fourth International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2008 p. 165-170, 発行日 2008-12 |
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旧ID | 25642 |