Genetic algorithm-based e-manufacturing scheduling system

Ying Feng Zhang, Ping Yu Jiang, Guang Hui Zhou

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

To realize the manufacturing task scheduling in E-manufacturing systems, the scheduling problems based on Bill of Materials (BOM) flows of products was discussed according to the philosophy of E-manufacturing. The resolving mechanisms and mathematical models of scheduling for E-manufacturing systems were presented. Referring to the mathematical model, a scheduling system for E-manufacturing cells based on Genetic Algorithm (GA) was designed and developed, and the scheduling procedure for an E-manufacturing system was realized based on the mapping relationship and dynamic association between the physical/logic E-manufacturing cells, E-manufacturing systems and E-manufacturing tasks. Finally, a scheduling case was put forward and analyzed, and the result demonstrated that this system can effectively implement the manufacturing task scheduling in E-manufacturing systems.

Original languageEnglish
Pages (from-to)955-961
Number of pages7
JournalJisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
Volume10
Issue number8
StatePublished - Aug 2004
Externally publishedYes

Keywords

  • E-manufacturing
  • Genetic algorithm
  • Product-based BOM flow
  • Task scheduling

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