华中科技大学学报（自然科学版）2024，Vol.52Issue(6)：10-16,7.DOI:10.13245/j.hust.240767
混线自由锻协同生产多目标节能优化调度方法
Multi-objective energy saving optimal scheduling method for mixed line free forging collaborative production
摘要
Abstract
Aiming at the increasing demand for multiple varieties and small batches of forging products,as well as the need for green production,an energy-saving scheduling method for collaborative production of mixed line free forging was proposed.The optimization objective was to minimize the maximum completion time and energy consumption.The forging temperature and the maximum transportation quality of transportation vehicles were key constraints for scheduling.A multi-objective energy-saving optimization mathematical model for mixed line collaborative production considering forging temperature was established.Combining the mathematical model and adapting the non-dominated sorting genetic algorithm(NSGA-Ⅱ),the optimized production time,energy consumption,and transportation times were obtained.Compared to traditional non collaborative production scheduling methods,energy saving scheduling for mixed line collaborative production can reduce the scheduling time by about 20%,energy consumption by about 40%,and transportation times by 60%,which validates the effectiveness of mixed line collaborative energy-saving production scheduling.关键词
锻造节能/混线生产/遗传算法/多目标优化/生产调度Key words
forging energy saving/mixed line production/genetic algorithm/multi-objective optimization/production scheduling分类
机械制造引用本文复制引用
程强,李德威,刘志峰,郑辰仰..混线自由锻协同生产多目标节能优化调度方法[J].华中科技大学学报（自然科学版）,2024,52(6):10-16,7.基金项目
国家自然科学基金面上项目(51975012,52275230). （51975012,52275230）
