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退役产品拆解车间逆向生产与物流集成调度优化

匡增彧 谢晖 任莹晖 石珉滈

湖南大学学报(自然科学版)2024,Vol.51Issue(4):161-168,8.
湖南大学学报(自然科学版)2024,Vol.51Issue(4):161-168,8.DOI:10.16339/j.cnki.hdxbzkb.2024182

退役产品拆解车间逆向生产与物流集成调度优化

Optimization of Reverse Production and Workshops Logistics Integrated Scheduling in End-of-life Products Disassembly Workshops

匡增彧 1谢晖 1任莹晖 1石珉滈1

作者信息

  • 1. 湖南大学 机械与运载工程学院 长沙 410082
  • 折叠

摘要

Abstract

Aiming at the uncertainty of disassembly processes and logistics,an optimization method for the production and logistics integrated scheduling in a disassembly workshop is proposed to cooperatively optimize efficiency and cost.Firstly,the interaction factors between reverse production and reverse logistics in end-of-life product disassembly workshops are analyzed.A multi-objective scheduling model of the workshop is constructed,aiming at optimizing the maximum completion time and the advanced/delayed costs in reverse production and workshops logistics processes.Secondly,based on the logistics route decision,a mutation operator with gene repair is designed to improve the mutation accuracy of the NSGA-Ⅱ algorithm and enhances the solution effectiveness of the algorithm.Finally,taking a company′s mobile phone disassembly line as an example,the multi-size production and logistics examples are analyzed.The results show that as the number of adaptive guided vehicles increases,the delay cost of large and small size examples are reduced by 57.1%and 58.3%,respectively,verifying the effectiveness of the model.

关键词

退役产品/逆向生产/拆解车间/逆向物流/调度

Key words

end-of-life products/reverse production/disassembly workshop/reverse logistics/scheduling

分类

信息技术与安全科学

引用本文复制引用

匡增彧,谢晖,任莹晖,石珉滈..退役产品拆解车间逆向生产与物流集成调度优化[J].湖南大学学报(自然科学版),2024,51(4):161-168,8.

基金项目

国家重点研发计划资助项目(2020YFB1713002),National Key Research and Development Program of China(2020YFB1713002) (2020YFB1713002)

湖南大学学报(自然科学版)

OA北大核心CSTPCD

1674-2974

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