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Multi-objective Optimization for Mixed-model Assembly Line Sequencing and Balancing in the Context of Industry 4.0

机译:混合模型装配线测序和平衡在行业背景下的多目标优化4.0

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During the last decade, customers' demands have been transformed significantly and are becoming more and vaster. To answer this transformation, a new production approach, called customized mass production, is introduced. All kinds of production systems are concerned by this transformation; however, we focus mainly on mixed-model assembly lines having a brilliant role in producing a vast variant of products at a low quantity. One of the most important challenges in assembly lines is concerned with the determination of production sequence. In customized mass production, operation time can be varied from one product to the next one, and therefore, we generate an unbalancing between several workstations. Then, for customized mass production, we are obligated to solve the sequencing and line balancing problem simultaneously. This study proposes a new multi-objective mathematical model for this problem. Since the objective functions are conflicting with each other, the augmented e-constraint (AUGMECON) method is used to solve the problem. Knowing that after the resolution of the given problem, this method can create several alternative solutions, and a multi-criteria decision-making tool is used to rank these alternatives solutions.
机译:在过去十年中,客户的需求已经显着改变,变得越来越多。为了回答这种转变,介绍了一种新的生产方法,称为定制批量生产。各种生产系统都受到这种转变的关注;然而,我们主要专注于混合模型装配线,在生产巨大的产品中具有辉煌作用的辉煌作用。装配线中最重要的挑战之一涉及生产序列的测定。在定制的批量生产中,操作时间可以从一个产品到下一个产品,因此,我们在多个工作站之间产生不平衡。然后,对于定制批量生产,我们有义务同时解决测序和线路平衡问题。本研究提出了一个新的多目标数学模型来解决这个问题。由于客观函数彼此冲突,因此使用增强的电子约束(奥姆焦)方法来解决问题。知道在定位问题后,此方法可以创建几种替代解决方案,并且使用多标准决策工具对这些替代解决方案进行排名。

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