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

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 syste...

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Vydáno v:Computational Intelligence in Control and Automation (CICA) s. 123 - 130
Hlavní autoři: Klopper, B., Honiden, S., Pater, Jan-Patrick, Dangelmaier, W.
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.04.2011
Témata:
Decision making
Humans
Job shop scheduling
Manufacturing systems
Schedules
ISBN:9781424499021, 142449902X
ISSN:2328-1448
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Abstract 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.
AbstractList 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.
Author Klopper, B.
Honiden, S.
Dangelmaier, W.
Pater, Jan-Patrick
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  surname: Honiden
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  givenname: Jan-Patrick
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  surname: Dangelmaier
  fullname: Dangelmaier, W.
  email: whd@hni.upb.de
  organization: Heinz Nixdorf Inst., Paderborn, Germany
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StartPage 123
SubjectTerms Decision making
Humans
Job shop scheduling
Manufacturing systems
Schedules
Title Decision making in adaptive manufacturing systems: Multi-objective scheduling and user interface
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