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Reuse oriented group maintenance scheduling based on hybrid genetic algorithm and tabu search

  • Jihong Yan*
  • , Dingguo Hua
  • , Zimo Wang
  • *Corresponding author for this work
  • Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Reuse of facilities can bring manufacturers not only less investment but also green images, whereas it requires much maintenance to guarantee the reusability of facilities, which could lead to higher maintenance cost and more production lost. In this paper, a preventive maintenance scheduling method for complex series-parallel system is proposed under group maintenance policy utilizing intelligent algorithms. Hybrid Genetic Algorithm (HGA) and Tabu Search (TS) are employed and compared in terms of time complexity and effectiveness. A case study is then presented. It is verified that group maintenance policy can enhance the reuse of facilities as well as reduce maintenance cost and production lost in the long run. In addition, it can be concluded that HGA is more effective but more time consuming compared with TS.

Original languageEnglish
Title of host publicationIEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011
Pages1524-1528
Number of pages5
DOIs
StatePublished - 2011
EventIEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011 - Singapore, Singapore
Duration: 6 Dec 20119 Dec 2011

Publication series

NameIEEE International Conference on Industrial Engineering and Engineering Management
ISSN (Print)2157-3611
ISSN (Electronic)2157-362X

Conference

ConferenceIEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011
Country/TerritorySingapore
CitySingapore
Period6/12/119/12/11

Keywords

  • Genetic Algorithm
  • Tabu Search
  • group maintenance policy
  • maintenance scheduling
  • reuse

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