Decision making in adaptive manufacturing systems: Multi-objective scheduling and user interface

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

研究成果: Conference contribution

4 被引用数 (Scopus)

抄録

Adaptive and service-oriented manufacturing proposes manufacturing systems which can be rapidly changed in accordance to changing production programs and customer individual production. Increasing customer specific manufacturing and new trends such as Sustainable Manufacturing create a complex system of objectives. Human dispatcher controlling these manufacturing systems must be properly supported to consider all required objectives. Due to the reduced insight into the adapting manufacturing systems, classical single optimization approaches with a rigid definition of a single objective function and hard optimization constraints are not appropriate any more. This paper introduces a decision making framework based on multi-objective scheduling. The decision making process consists of a multi-objective scheduling process and an interface for schedule selection. The interface combines the decision making approaches outranking and preference elicitation.

本文言語English
ホスト出版物のタイトルIEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation
ページ123-130
ページ数8
DOI
出版ステータスPublished - 2011 8 11
外部発表はい
イベントSymposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2011 - Paris, France
継続期間: 2011 4 112011 4 15

出版物シリーズ

名前IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation

Other

OtherSymposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2011
国/地域France
CityParis
Period11/4/1111/4/15

ASJC Scopus subject areas

  • 人工知能
  • 制御およびシステム工学

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