中国机械工程2024，Vol.35Issue(7)：1269-1278,10.DOI:10.3969/j.issn.1004-132X.2024.07.015
具有紧时、高能耗特征的混合流水车间多目标调度优化问题
Multi-objective Scheduling Optimization for Hybrid Flow Shops with Limited Waiting Time and High Energy Consumption
摘要
Abstract
In order to solve the hybrid flow shop scheduling problems with tight time and high en-ergy consumption process characteristics,a hybrid flow shop scheduling model was established with the objectives of optimizing product exposure time,maximum completion time,and energy consump-tion.An improved multi-objective particle swarm optimization algorithm was proposed to optimize the hybrid flow shop scheduling problems effectively.Firstly,based on ISDE indicator and a local neighbor-hood search strategy the archive maintenance strategy was constructed to assist the algorithm to jump out of local extreme values and reduce production congestion.Then,based on fuzzy theory a decision analysis method was proposed to select the optimal scheduling.Finally,by simulation experiments,the feasibility and superiority of the proposed multi-objective scheduling model and optimization algo-rithm were verified.关键词
混合流水车间调度问题/多目标粒子群优化算法/紧时性约束/高能耗Key words
hybrid flow shop scheduling problem/multi-objective particle swarm optimization al-gorithm/tight time constraint/high energy consumption分类
信息技术与安全科学引用本文复制引用
常大亮,史海波,刘昶..具有紧时、高能耗特征的混合流水车间多目标调度优化问题[J].中国机械工程,2024,35(7):1269-1278,10.基金项目
辽宁省应用基础研究计划(2023JH2/101300184) （2023JH2/101300184）
