摘要
针对包装生产线运行参数的选择与优化问题进行了研究,根据包装生产线的结构特点,构建了各耦合单元的可靠性与运行参数之间的映射关系,建立了可靠性约束下的包装生产线运行参数优化模型。以订单周期内包装生产线的有效运行速度为优化目标,采用自适应遗传算法求解最佳运行速度。实验结果表明,所提出的可靠性建模方法对研究可靠性约束下包装生产线的运行参数优化问题是有效和实用的。
The selection and optimization of operation parameters for a packaging production line were studied. According to the structural characteristics of the packaging production line, the mapping relationship between reliability and operation parameters of each coupling unit was constructed. The optimization model of operation parameters for the packaging production lines was established under reliability constraints. The effective running speed of the packaging production lines in the order cycle was taken as the optimization goal and the optimal running speed was solved by the adaptive genetic algorithm. The experimental results show that the proposed reliability modeling method is valid and practical for the operation parameter optimization of packaging production lines under reliability constraints.
作者
周宏明
彭姣娇
张祥雷
王素芬
ZHOU Hongming;PENG Jiaojiao;ZHANG Xianglei;WANG Sufen(College of Mechanical Engineering,Wenzhou University,Wenzhou,Zhejiang,325035)
出处
《中国机械工程》
EI
CAS
CSCD
北大核心
2019年第11期1352-1358,共7页
China Mechanical Engineering
基金
国家自然科学基金资助项目(51605337)
温州市重大科技专项(ZG2017005)
温州市高层次人才创新技术重点资助项目(20161161)
关键词
耦合单元
可靠性约束
包装生产线
可靠性建模
运行参数优化
coupling unit
reliability constraint
packaging production line
reliability modeling
operation parameter optimization
