工业4.0时代的动态多车场车辆路径问题

Q3 Business, Management and Accounting International Journal of Procurement Management Pub Date : 2023-01-01 DOI:10.1504/ijpm.2023.132582
Maryam Abdirad, Krishna K. Krishnan, Deepak Gupta
{"title":"工业4.0时代的动态多车场车辆路径问题","authors":"Maryam Abdirad, Krishna K. Krishnan, Deepak Gupta","doi":"10.1504/ijpm.2023.132582","DOIUrl":null,"url":null,"abstract":"The ongoing challenge for supply chain systems is accommodating real-time changes and unpredictable demands from system entities or customers. In a dynamic commodity delivery system, new orders enter the system while the vehicles are already on-route deliver scheduled orders. The critical problem in such cases is developing the intelligence to dynamically respond to changing demands while minimising transportation costs. In this research, an innovative Industry 4.0 approach was used to suggest a solution to 'dynamic multi-depot vehicle routing problem (DMDVRP)'. This research was designed to optimise the transportation expenses while maintaining each vehicle capacity constraint as serving customer stochastic demands from multiple depots. Industry 4.0 is a new implementation of technology utilised by companies, in this case, to bring around a transformed supply chain solution and system with a dynamic approach. Two-stage hybrid algorithms were developed for solving the DMDVRP. The experimental scenarios' results demonstrate the developed algorithms were effective.","PeriodicalId":38349,"journal":{"name":"International Journal of Procurement Management","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Dynamic multi-depot vehicle routing problem in the era of Industry 4.0\",\"authors\":\"Maryam Abdirad, Krishna K. Krishnan, Deepak Gupta\",\"doi\":\"10.1504/ijpm.2023.132582\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The ongoing challenge for supply chain systems is accommodating real-time changes and unpredictable demands from system entities or customers. In a dynamic commodity delivery system, new orders enter the system while the vehicles are already on-route deliver scheduled orders. The critical problem in such cases is developing the intelligence to dynamically respond to changing demands while minimising transportation costs. In this research, an innovative Industry 4.0 approach was used to suggest a solution to 'dynamic multi-depot vehicle routing problem (DMDVRP)'. This research was designed to optimise the transportation expenses while maintaining each vehicle capacity constraint as serving customer stochastic demands from multiple depots. Industry 4.0 is a new implementation of technology utilised by companies, in this case, to bring around a transformed supply chain solution and system with a dynamic approach. Two-stage hybrid algorithms were developed for solving the DMDVRP. The experimental scenarios' results demonstrate the developed algorithms were effective.\",\"PeriodicalId\":38349,\"journal\":{\"name\":\"International Journal of Procurement Management\",\"volume\":\"41 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Procurement Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1504/ijpm.2023.132582\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Business, Management and Accounting\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Procurement Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/ijpm.2023.132582","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Business, Management and Accounting","Score":null,"Total":0}
引用次数: 1

摘要

供应链系统面临的持续挑战是适应来自系统实体或客户的实时变化和不可预测的需求。在一个动态的商品交付系统中,新的订单进入系统,而车辆已经在交付预定订单的路线上。在这种情况下,关键问题是开发智能来动态响应不断变化的需求,同时最大限度地降低运输成本。在本研究中,采用创新的工业4.0方法提出了“动态多仓库车辆路线问题(DMDVRP)”的解决方案。本研究旨在优化运输费用,同时保持每辆车的容量约束,以满足来自多个仓库的客户随机需求。工业4.0是公司利用的技术的新实现,在这种情况下,通过动态方法带来转型的供应链解决方案和系统。提出了求解DMDVRP的两阶段混合算法。实验结果表明,所提出的算法是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Dynamic multi-depot vehicle routing problem in the era of Industry 4.0
The ongoing challenge for supply chain systems is accommodating real-time changes and unpredictable demands from system entities or customers. In a dynamic commodity delivery system, new orders enter the system while the vehicles are already on-route deliver scheduled orders. The critical problem in such cases is developing the intelligence to dynamically respond to changing demands while minimising transportation costs. In this research, an innovative Industry 4.0 approach was used to suggest a solution to 'dynamic multi-depot vehicle routing problem (DMDVRP)'. This research was designed to optimise the transportation expenses while maintaining each vehicle capacity constraint as serving customer stochastic demands from multiple depots. Industry 4.0 is a new implementation of technology utilised by companies, in this case, to bring around a transformed supply chain solution and system with a dynamic approach. Two-stage hybrid algorithms were developed for solving the DMDVRP. The experimental scenarios' results demonstrate the developed algorithms were effective.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
International Journal of Procurement Management
International Journal of Procurement Management Business, Management and Accounting-Business, Management and Accounting (all)
CiteScore
2.00
自引率
0.00%
发文量
39
期刊最新文献
Investigating the Relationship Between Green Supply Chain Purchasing Practices and Firms’ Performance We versus you: exploring the extent of gendered language in purchasing and supply management job advertisements A Review of Green Supply Chain Management in the Pharmaceutical Industry Importance of credentials for in-house or outsourced leader appointments in successful versus unsuccessful large public IS contract awards The contribution of the procurement process to financial performance: a case study of the sugar-energy sector
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1