A Comparative Study of Clustering Algorithms for Electricity Self-sufficient Community Extraction

Yoshiki Yamagata, Daisuke Murakami, Kazuhiro Minami, Nana Arizumi, Sho Kuroda, Tomoya Tanjo, Hiroshi Maruyama

研究成果: Conference article査読

2 被引用数 (Scopus)

抄録

As a first step of implementing an energy resilient community cluster system, we apply clustering algorithms, including two graph partitioning algorithms and a stochastic optimization algorithm, to electricity self-sufficient community clusters in Yokohama city, Japan. The cluster extraction results are compared in terms of the resulting cost function values and the computational efficiency. The comparison result suggests the usefulness of a simple graph partitioning approach.

本文言語English
ページ(範囲)2934-2939
ページ数6
ジャーナルEnergy Procedia
75
DOI
出版ステータスPublished - 2015
外部発表はい
イベント7th International Conference on Applied Energy, ICAE 2015 - Abu Dhabi, United Arab Emirates
継続期間: 2015 3 282015 3 31

ASJC Scopus subject areas

  • エネルギー(全般)

フィンガープリント

「A Comparative Study of Clustering Algorithms for Electricity Self-sufficient Community Extraction」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル