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An integrated approach to optimize the configuration of mass-customized products and reconfigurable manufacturing systems

机译:一种优化大规模定制产品配置和可重构制造系统的综合方法

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The current global unpredictable market is characterized by increasing demand for highly customized products. To thrive in this scenario, it becomes essential to establish a closer interaction between product and manufacturing system, keeping the main focus on the client. Modular product design (MPD) is the best strategy to produce a large product variety. MPD's configuration phase represents a key step for mass customization because it allows customers to be integrated into the value-creation process. Reconfigurable manufacturing systems (RMS) seem to be the most appropriate manufacturing system to manufacture mass-customized products due to their ability to be quickly reconfigured, adjusting their production capacity and functionality to fit new market demands. Aiming to integrate individual customer needs with product and manufacturing decisions, this paper proposes a new 0-1 nonlinear integer programming model to concurrently optimize the configuration of modular products and RMS (including machine and layout configuration levels), driven by individual customer requirements. A genetic algorithm-based approach is proposed to solve this model, and its parameters are tuned with a 2-full factorial design. An example of customizable office chairs is used to illustrate the proposition, and different scenarios of customer requirements and RMS configurations were presented. Results evidence that varying initial machines' configurations can highly affect the process plan and the overall manufacturing costs; however, there is no evidence that changes in initial layout configurations cause significant effects. In summary, this work confirms the relevance of integrating modular product and RMS configuration decisions for minimizing costs of producing highly mass-customized products.
机译:当前全球市场的特点是对高度定制产品的需求不断增加。为了在这种情况下蓬勃发展,必须在产品和制造系统之间建立更密切的互动,保持主要关注客户。模块化产品设计(MPD)是生产大量产品的最佳策略。MPD的配置阶段是大规模定制的关键步骤,因为它允许客户融入价值创造过程。可重构制造系统(RMS)似乎是制造大规模定制产品的最合适的制造系统,因为它们能够快速重新配置,调整生产能力和功能以适应新的市场需求。为了将单个客户的需求与产品和制造决策相结合,本文提出了一个新的0-1非线性整数规划模型,以同时优化由单个客户需求驱动的模块化产品和RMS(包括机器和布局配置级别)的配置。提出了一种基于遗传算法的方法来求解该模型,并采用2-全因子设计对其参数进行了调整。通过一个可定制办公椅的例子来说明这一主张,并给出了客户需求和RMS配置的不同场景。结果表明,改变初始机器的配置可以极大地影响工艺计划和总体制造成本;然而,没有证据表明初始布局配置的更改会产生显著影响。总之,这项工作证实了集成模块化产品和RMS配置决策对于最小化生产大规模定制产品的成本的相关性。

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