机械制造与自动化2024，Vol.53Issue(3)：113-118,6.DOI:10.19344/j.cnki.issn1671-5276.2024.03.024
云制造环境下分布式制造资源的优化配置
Optimal Allocation of Distributed Manufacturing Resources in Cloud Manufacturing Environment
摘要
Abstract
Aiming at the optimal configuration of distributed manufacturing resources in the cloud manufacturing environment,this paper formally describes the tasks submitted by the demand side of manufacturing resources and subdivides the complex tasks.The traditional multi-objective particle swarm optimization algorithm is improved,and a multi-objective optimization algorithm integrating multiple strategies is proposed to solve the multi-objective optimal configuration of manufacturing resources in the cloud manufacturing environment.Based on the comprehensive evaluation strategy,the configuration scheme is further optimized.The simulation experiment of distributed manufacturing plants is conducted to verify the rationality and superiority of the multi strategy and multi-objective optimization algorithm.关键词
云制造/MSMOPSO算法/惯性因子/综合评价策略Key words
cloud manufacturing/MSMOPSO algorithm/inertia factor/comprehensive evaluation strategy分类
信息技术与安全科学引用本文复制引用
吕晨潇,唐敦兵,张泽群..云制造环境下分布式制造资源的优化配置[J].机械制造与自动化,2024,53(3):113-118,6.基金项目
国家自然科学基金项目(52075257) （52075257）
江苏省重点研发计划项目(BE2021091) （BE2021091）
