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  • 标题:Dynamic construction of virtual manufacturing cell considering workload balancing and machine failure
  • 本地全文:下载
  • 作者:Zhe Lv ; Junjie Fan ; Lipeng Wang
  • 期刊名称:E3S Web of Conferences
  • 印刷版ISSN:2267-1242
  • 电子版ISSN:2267-1242
  • 出版年度:2021
  • 卷号:268
  • 页码:1-10
  • DOI:10.1051/e3sconf/202126801060
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:Machine is the key element in manufacturing system. Machine failure will lead to order delivery delay and production cost rise. Aiming at the random disturbance of equipment failure, a dynamic non-linear programming model of virtual manufacturing cell (VMC) is established, which aims to minimize the equipment cost, logistics transportation cost, delay delivery cost and the differences of workload among cells, based on the comprehensive consideration of equipment reliability, process route constraints, variable processing path and workload. Due to the high complexity of the problem, the hybrid particle swarm optimization algorithm is used to solve the model, and the rationality and effectiveness of the method are verified by a numerical example. Experimental results show that this method has advantages in reducing the cost of cell reconfiguration, improving the utilization of equipment and shortening the completion time.
  • 关键词:virtual manufacturing cell;machine failure;dynamic construction;PSO-GA hybrid algorithm
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