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首页> 外文期刊>Journal of Manufacturing Systems >A Petri Net Model to Determine Optimal Assembly Sequences with Assembly Operation Constraints
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A Petri Net Model to Determine Optimal Assembly Sequences with Assembly Operation Constraints

机译:确定装配操作约束的最优装配顺序的Petri网模型

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摘要

The assembly process in an automated assembly system is the execution of successive assembly operations in which each operation joins one component with another component to form a larger component. The selection of the assembly sequence of a product has a great effect on the efficiency of the assembly process. A systematic procedure is needed not only to generate all feasible assembly sequences but also to choose an optimal sequence. This paper describes a method for finding tight bounds on optimal sequences in an assembly system. A Petri net obtained from the AND/OR graph of a product can be formulated as a 0-1 integer linear program that minimizes the total assembly time or cost while satisfying three assembly operation constraints, namely, ease of component handling, ease of component joining, and tool changes. A Lagrangian dual formulation is then developed to obtain a lower bound. A dynamic programming algorithm provides a dual solution, and a subgradient optimization algorithm is used to maximize the lower bound obtained from the dual problem. The solution procedure is validated by determining the optimal assembly sequences of three products.
机译:自动装配系统中的装配过程是连续装配操作的执行,其中每个操作将一个组件与另一个组件连接起来以形成更大的组件。产品组装顺序的选择对组装过程的效率有很大影响。不仅需要系统的程序来生成所有可行的装配顺序,而且还需要选择最佳顺序。本文介绍了一种在装配系统中寻找最佳序列的紧边界的方法。从产品的AND / OR图获得的Petri网可以表示为0-1整数线性程序,该程序可以使总装配时间或成本最小化,同时满足三个装配操作约束,即组件易于操作,组件连接容易,以及工具更改。然后开发拉格朗日对偶公式以获得下限。动态规划算法提供了对偶解,次梯度优化算法用于最大化从对偶问题获得的下界。通过确定三种产品的最佳组装顺序来验证解决方案。

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