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基于可持续性的云制造多任务调度

  • Wei He
  • , Guozhu Jia
  • , Jili Kong*
  • , Hengshan Zong
  • *此作品的通讯作者
  • Beihang University
  • Beijing University of Posts and Telecommunications
  • China Aerospace Academy of Systems Science and Engineering

科研成果: 期刊稿件文章同行评审

摘要

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.

投稿的翻译标题Sustainability-based Multi-task Scheduling in Cloud Manufacturing
源语言繁体中文
页(从-至)2215-2225
页数11
期刊Zhongguo Jixie Gongcheng/China Mechanical Engineering
29
18
DOI
出版状态已出版 - 25 9月 2018

关键词

  • Cloud manufacturing
  • Genetic algorithm
  • Multi-task scheduling
  • Prospect theory
  • Sustainability

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