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A dynamic heuristic-based algorithm to part input sequencing in flexible manufacturing systems for mass customization capability

机译:基于动态启发式算法的柔性制造系统中的零件输入排序,可实现大规模定制功能

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摘要

In the increasingly competitive global markets, enterprises face challenges in responding to customer orders quickly, as well as producing customized products cost-effectively. This paper proposes a dynamic heuristic-based algorithm for the part input sequencing problem of flexible manufacturing systems (FMSs) in a mass customization (MC) environment. The FMS manufactures a variety of parts, and customer orders arrive dynamically with order size as small as one. Segmental set functions are established in the proposed algorithm to apply the strategy of dynamic workload balancing, and the shortest processing time (SPT) scheduling rule. Theoretical analysis is performed and the effectiveness of the algorithm in dynamic workload balancing under the complex and dynamic environment is proven. The application of the algorithm is illustrated by an example. The potential of its practical applications to the FMSs in make-to-order (MTO) supply chains is also discussed. Further research is provided.
机译:在竞争日益激烈的全球市场中,企业在快速响应客户订单以及以低成本生产定制产品方面面临挑战。针对大规模定制(MC)环境下的柔性制造系统(FMS)的零件输入排序问题,本文提出了一种基于动态启发式算法。 FMS制造各种零件,并且客户订单以小到一个的尺寸动态到达。该算法建立了分段集函数,以应用动态工作量平衡策略和最短处理时间(SPT)调度规则。进行了理论分析,证明了该算法在复杂动态环境下动态工作量均衡的有效性。举例说明该算法的应用。还讨论了按订单生产(MTO)供应链在FMS中实际应用的潜力。提供了进一步的研究。

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