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
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)