The state of the art in simulation study on FMS scheduling: A comprehensive survey

Tung Sun Chan, H. K. Chan, H. C.W. Lau

Research output: Journal article publicationJournal articleAcademic researchpeer-review

64 Citations (Scopus)

Abstract

Scheduling of flexible manufacturing systems (FMSs) has been one of the most attractive areas for both researchers and practitioners. A considerable body of literature has accumulated in this area since the late 1970s when the first batch of papers was published. A number of approaches have been adopted to schedule FMSs, including simulation techniques and analytical methods. Numerous articles can be found on each of these approaches. This paper reviews scheduling studies of FMSs which employ simulation techniques as an analysis tool, since simulation is the most widely used tool for modelling FMSs. Scheduling methodologies are categorised into simulation of general scheduling studies, multi-criteria scheduling approaches, and artificial intelligence (AI) approaches in FMSs. Comments on the publications, and suggestions for further research and development are given.
Original languageEnglish
Pages (from-to)830-849
Number of pages20
JournalInternational Journal of Advanced Manufacturing Technology
Volume19
Issue number11
DOIs
Publication statusPublished - 27 Jul 2002

Keywords

  • Artificial intelligence (AI)
  • Flexible manufacturing systems
  • Multi-criteria
  • Scheduling
  • Simulation

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Software
  • Mechanical Engineering
  • Computer Science Applications
  • Industrial and Manufacturing Engineering

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