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A cost-oriented model for balancing mixed-model assembly lines with multi-manned workstations

机译:一种以成本为导向的模型,用于平衡混合模型装配线与多人工作站

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摘要

In many real world assembly line systems which the work-piece is of large size more than one worker work on the same work-piece in each station. This type of assembly line is called multi-manned assembly line (MAL). In this paper, a cost-oriented approach is used to model the mixed model multi-manned assembly line balancing problem (MMALBP) with the aim of minimising total cost per production unit. A mathematical model is developed to solve the problem. Since the proposed model is NP-hard, a genetic algorithm (GA) and a particle swarm optimisation (PSO) algorithm are proposed to efficiently solve the problem. Parameters and operators of both algorithms are selected using the design of experiments (DOE) method. Several examples are solved to illustrate the proposed model and the algorithms.
机译:在许多现实世界中的装配线系统中,工件很大,一个工人要在每个工位上对同一工件进行工作。这种类型的装配线称为多人装配线(MAL)。本文以成本为导向的方法对混合模型多人流水线平衡问题(MMALBP)进行建模,以最大程度地降低每个生产单元的总成本。开发了数学模型来解决该问题。由于所提出的模型是NP难的,因此提出了遗传算法(GA)和粒子群优化(PSO)算法来有效地解决该问题。使用实验设计(DOE)方法选择两种算法的参数和运算符。解决了几个例子,以说明所提出的模型和算法。

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