An Internet of Things-Based Production Scheduling for Distributed Two-Stage Assembly Manufacturing with Mold Sharing

Machines Pub Date : 2024-05-02 DOI:10.3390/machines12050310
Yin Liu, Cunxian Ma, Yun Huang
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Abstract

In digital product and ion scheduling centers, order–factory allocation, factory–mold allocation, and mold routing can be performed centrally and efficiently to maximize the utilization of manufacturing resources (molds). Therefore, in this paper, a manufacturing resource (molds)-sharing mechanism based on the Internet of Things (IoT) and a cyber-physical production system (CPPS) is designed to realize the coordinated allocation of molds and production scheduling. A mixed-integer mathematical model is developed to optimize the cost structure and obtain a reasonable profit solution. A heuristic algorithm based on evolutionary reversal is used to solve the problem. The numerical results show that based on the digital coordinated production scheduling method, distributed two-stage assembly manufacturing with shared molds can effectively reduce the order delay time and increase potential benefits for distributed production enterprises.
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基于物联网的分布式两阶段装配制造生产调度与模具共享
在数字化产品和离子调度中心中,订单-工厂分配、工厂-模具分配和模具路由可以集中高效地进行,从而最大限度地提高制造资源(模具)的利用率。因此,本文设计了一种基于物联网(IoT)和网络物理生产系统(CPPS)的制造资源(模具)共享机制,以实现模具的协调分配和生产调度。建立了一个混合整数数学模型来优化成本结构并获得合理的利润方案。采用基于进化逆转的启发式算法来解决该问题。数值结果表明,基于数字协调生产调度方法,共享模具的分布式两阶段装配制造能有效减少订单延迟时间,提高分布式生产企业的潜在效益。
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