Research on Dual Resource Flexible Job-Shop Scheduling for Textile Enterprises

Jiahuan Huang, Aimin Wang*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Facing the production status of textile enterprises, this paper establishes a flexible job shop scheduling model that comprehensively considers the dual resource constraints of equipment and personnel, to minimize the maximum completion time and balance equipment load. This paper designs an NSGA-II algorithm with an improved non-dominated sorting congestion degree calculation method to solve it. The enterprise case proves that the scheduling scheme obtained by considering the dual resource constraints is more in line with the actual production requirements of the enterprise. The improved NSGA-II algorithm can effectively solve the production scheduling problem of textile enterprises, reduce the maximum completion time, reduce the load of suppliers, and have good comprehensive scheduling performance.

Original languageEnglish
Title of host publicationNinth International Conference on Mechanical Engineering, Materials, and Automation Technology, MMEAT 2023
EditorsHuajun Dong, Hailiang Yu
PublisherSPIE
ISBN (Electronic)9781510668584
DOIs
Publication statusPublished - 2023
Event9th International Conference on Mechanical Engineering, Materials, and Automation Technology, MMEAT 2023 - Dalian, China
Duration: 9 Jun 202311 Jun 2023

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume12801
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference9th International Conference on Mechanical Engineering, Materials, and Automation Technology, MMEAT 2023
Country/TerritoryChina
CityDalian
Period9/06/2311/06/23

Keywords

  • dual resource constraints
  • flexible workshop scheduling
  • improved NSGA-II algorithm
  • textile enterprise scheduling

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