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带缓冲串行生产系统预防性维护建模及运行参数优化研究
Preventive Maintenance Modeling and Operation Parameter Optimization for Series Production Systems with Intermediate Buffers
【摘要】 为了保证串行生产系统的产能和提高系统可靠性,提出了带缓冲区的串行生产系统预防性维护决策模型。首先,分析了生产线各执行单元可靠性和运行参数之间的关系,建立了考虑执行单元运行参数和缓冲库存的维护模型。在此基础上,结合串行生产线的特点,建立综合考虑维护成本、有效运行速度和缓冲库存的多目标优化函数。最后,构建启发式算法求解目标函数,并以串行包装生产线为例进行仿真实验分析,结果表明本文所建模型是有效且实用的。
【Abstract】 To ensure the throughput and improve the system reliability, a model for decision-making of preventive maintenance for series systems with buffers is presented. First, by analyzing the relationship between reliability of each execution unit of production line and operating parameters, a maintenance model considering the operating parameters of execution unit and buffer is established. On this basis, integrating the characteristics of series production lines, a multi-objective optimization model considering maintenance cost, effective operating speed and buffer capacity is established. Finally, a heuristic algorithm is constructed to solve the objective function, and the simulation of a serial packaging production line is carried out, and the results show that the presented model is effective and practical.
【Key words】 Preventive maintenance; reliability constraints; optimization of operating parameters; buffer stock;
- 【文献出处】 运筹与管理 ,Operations Research and Management Science , 编辑部邮箱 ,2022年01期
- 【分类号】TH17;TB114.3
- 【下载频次】186