用PDE模型和系统动力学模型描述多工序生产线

O. Pihnastyi, D. Yemelianova, D. Lysytsia
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引用次数: 1

摘要

分析了描述生产线的两类模型。分析了利用这些类的模型设计由大量工艺操作组成的生产线的高效控制系统。将工艺路线划分为大量作业是现代生产线发展趋势所导致的。生产线设备性能的同步是由累积缓冲器提供的。生产线的形式化描述被用作为每个模型类构建方程的基础。显示了在产品系统描述中使用每个模型类的共同特征,以及它们的应用条件。给出了系统动力学模型和PDE模型方程的形式。在推导方程时,假设加工零件的速率是确定的,工艺操作参数之间没有时滞和反馈。讨论了在系统动力学模型中使用广义技术操作来减少模型方程的数量。给出了从PDE模型方程到系统动力学方程的两个极限过渡。结果表明,系统动力学方程是PDE模型方程的一种特例,是工艺运行过程中生产线参数集合的结果。给出了系统动力学模型的水平方程的构造方法。针对不同工序数的生产线,给出了沿生产线加工零件问题的解决方案。对系统动力学和PDE模型方程的解进行了对比分析
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Using PDE Model and System Dynamics Model for Describing Multi-Operation Production Lines
Two classes of models for describing production flow lines are analyzed. The use of models of these classes for the design of highly efficient control systems of production lines, the technological route of which consists of a large number of technological operations, is analyzed. The division of the technological route into a large number of operations is caused by the development trend of modern production lines. Synchronization of production line equipment performance is provided by an accumulating buffer. A formalized description of the production line was used as a foundation for constructing equations for each models class. The common features of using each models class in the description of production systems, as well as the conditions for their application, are shown. The form of the system dynamics model and PDE model equations is substantiated. The assumption about a deterministic rate of processing parts and the absence of a time delay and feedback between the parameters of technological operations was made when deriving the equations. The use of generalized technological operations in the system dynamics model as a way to reduce the number of model equations is discussed. Two limiting transitions from the PDE model equations to the system dynamics equations are demonstrated. It is shown that the system dynamics equations are a special case of the PDE model equations, the result of the aggregation of production line parameters within the technological operation. The method for constructing level equations for the system dynamics model is substantiated. For production lines with a different number of operations, the solution to the problem of processing parts along a production line is presented. The comparative analysis of the solutions obtained using the system dynamics and PDE model equations is obtained
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