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基于可持续性的云制造多任务调度

Translated title of the contribution: Sustainability-based Multi-task Scheduling in Cloud Manufacturing
  • Wei He
  • , Guozhu Jia
  • , Jili Kong*
  • , Hengshan Zong
  • *Corresponding author for this work
  • Beihang University
  • Beijing University of Posts and Telecommunications
  • China Aerospace Academy of Systems Science and Engineering

Research output: Contribution to journalArticlepeer-review

Abstract

In order to improve the sustainability of the cloud manufacturing scheduling processes,a multi-task scheduling method was studied based on the sustainability of cloud manufacturing,and a cloud-manufacturing multi-task scheduling process and a sustainability framework were analyzed based on the service-oriented architecture theory.Considering economic,environmental and social factors,a multi-task scheduling model was constructed based on sustainability and an improved genetic algorithm was designed to effectively solve the problems of scheduling model solution.Through the comparison simulation experiments based on the sustainability scheduling model and the satisfaction-based scheduling model,the effects of sustainability on the multi-task scheduling effectiveness of cloud manufacturing was observed.The results show that from the perspective of overall system optimization,the sustainability-based scheduling model may reduce environmental costs and equipment idleness without sacrificing customer satisfaction,and ensure the sustainable operations of the platform as a whole.

Translated title of the contributionSustainability-based Multi-task Scheduling in Cloud Manufacturing
Original languageChinese (Traditional)
Pages (from-to)2215-2225
Number of pages11
JournalZhongguo Jixie Gongcheng/China Mechanical Engineering
Volume29
Issue number18
DOIs
StatePublished - 25 Sep 2018

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