Optimising operation management for multi-micro-grids control

doi:info:doi:10.1049/iet-cps.2017.0079

Optimising operation management for multi-micro-grids control 利用統計を見る

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アイテムタイプ	学術雑誌論文 / Journal Article.
言語	英語
著者	KUMRAI Teerawat OTA Kaoru ( 研究者リゾルバーID: 1000050713971 ) DONG Mianxiong ( 研究者リゾルバーID: 1000020728274 ) SATO Kazuhiko ( 研究者リゾルバーID: 1000090344548 ) KISHIGAMI Jay (Junichi)
著者（別表記）	KUMRAI Teerawat 太田香董冕雄佐藤和彦岸上順一
室蘭工業大学研究者データベースへのリンク	太田香（OTA Kaoru）董冕雄（DONG Mianxiong）佐藤和彦（SATO Kazuhiko）岸上順一（KISHIGAMI Jay (Junichi)）
抄録	Nowadays, renewable energy sources in a micro-grid (MG) system have increased challenges in terms of the irregularly and fluctuation of the photovoltaic and wind turbine units. It is necessary to develop battery energy storage. The MG central controller is helping to develop it in the MG system for improving the time of availability. Thus, reducing the total energy expenses of MG and improving the renewable energy sources (battery energy storage) are considered together with the operation management of the MG system. This study proposes fitness-based modified game particle swarm optimisation (FMGPSO) algorithm to optimise the total costs of operation and pollutant emissions in the MG and multi-MG system. The optimal size of battery energy storage is also considered. A non-dominated sorting genetic algorithm-III, a multi-objective covariance matrix adaptation evolution strategy, and a speed-constrained multi-objective particle swarm optimisation are compared with the proposed FMGPSO to show the performance. The results of the simulation show that the FMGPSO outperforms both the comparison algorithms for the minimisation operation management problem of the MG and the multi-MG system.
雑誌名	IET Cyber-Physical Systems: Theory & Applications
巻	3
号	1
ページ	24 - 33
発行年	2017-10-30
出版者	IEEE
出版者版へのリンク	10.1049/iet-cps.2017.0079
DOI	info:doi:10.1049/iet-cps.2017.0079
日本十進分類法	007
ISSN	2398-3396
権利	© 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
著者版フラグ	publisher
主となる版	https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8319048
フォーマット	application/pdf

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