A multi-objective evolutionary approach to scheduling for evolving manufacturing systems

Benjamin Klöpper*, Jan Patrick Pater, Shinichi Honiden, Wilhelm Dangelmaier

*この研究の対応する著者

研究成果: Article査読

5 被引用数 (Scopus)

抄録

Persistent trends like quickly changing production programs, increasing customer individual manufacturing and Sustainable Manufacturing create complex systems of objectives in manufacturing control. Service-oriented manufacturing systems and self-optimizing manufacturing resources offer the required flexibility to consider these objectives in accordance with the current organizational and economical situation. On the downside, this increase in flexibility make the control of manufacturing systems more difficult and presents new challenges regarding the scheduling. To meet these challenges, we developed scheduling framework that supports alternative process plans and considers the internal states trajectories of resources. In order to support the user in a complex decision-making environment, evolutionary multi-objective optimization is used to generate a set of relevant schedules and an interface to select the most appropriate schedule is provided.

本文言語English
ページ(範囲)31-44
ページ数14
ジャーナルEvolving Systems
3
1
DOI
出版ステータスPublished - 2012 3
外部発表はい

ASJC Scopus subject areas

  • 制御およびシステム工学
  • モデリングとシミュレーション
  • コンピュータ サイエンスの応用
  • 制御と最適化

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