Configuration design of virtual cellular manufacturing system with batch splitting operations

Liya Fu, Tomohiro Murata

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

Virtual Cellular Manufacturing system (VCMs) is investigated as an alternative approach to implement cellular manufacturing system, which featured in form cells temporary and logical. The configuration of virtual cells is a complex and time consuming NP-hard problem. This paper aims to design an effective methodology to form novel virtual cells and operation take care of allocation of shared machines and batch size of parts. A genetic algorithm is developed in two steps to find a shared machine location and optimal batch size of cell configuration that the whole manufacturing system has minimized total make span. The proposed method was implemented on a case study dataset to examine its feasibility and efficiency by comparing its performance to Cellular Manufacturing system (CMs) and conventional VCMs configuration method.

本文言語English
ホスト出版物のタイトルProceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
出版社Institute of Electrical and Electronics Engineers Inc.
ページ1010-1015
ページ数6
ISBN(電子版)9781467389853
DOI
出版ステータスPublished - 2016 8 31
イベント5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016 - Kumamoto, Japan
継続期間: 2016 7 102016 7 14

Other

Other5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
国/地域Japan
CityKumamoto
Period16/7/1016/7/14

ASJC Scopus subject areas

  • 情報システム
  • コンピュータ ネットワークおよび通信
  • コンピュータ サイエンスの応用
  • コンピュータ ビジョンおよびパターン認識

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