摘要
采用改进的聚类—遗传算法联合仿真建模分析解决某航空制造企业在构建单元化制造系统过程中的零件、设备及工装的单元化问题以提高其敏捷性和快速重构能力。对MES中的离散制造数据进行详细的分析和设计,以最小单元间交叉和平衡单元负荷为目标,计算零件、设备形成单元的分组结果,并进行动态仿真。结合仿真结果及成组效率分析等评价指标再次验证评价单元划分情况,为解决实际离散性制造数据的单元构建提供了一套完整的方法和建模分析,为推进可重构理论和单元化制造系统在实际中的应用提供参考。
A modified cluster-genetic algorithm has been proposed to be adapted to the discrete manufacturing system to realize the cellular model.The actual data in MES has been dealt with and applied to the algorithm to get the result for the target of less interflow and balancingcell load.Simultaneously a simulation model has been built and analyzed in plant simulation to optimize the cell formation.The paper has provided a solution and complete simulation analysis to the cell formation for discrete data,extending the application of reconfiguration and cellular manufacturing.
出处
《机械工程与自动化》
2017年第4期64-65,67,共3页
Mechanical Engineering & Automation
关键词
重构
聚类—遗传算法
单元化
制造系统
reconfiguration
cluster-genetic algorithm
cellular model
manufacturing system
