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Production planning of reconfigurable manufacturing systems with stochastic demands using Tabu search

机译:使用禁忌搜索的具有随机需求的可重构制造系统的生产计划

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摘要

In the new competitive dynamic market, manufacturing success and survival are becoming more and more difficult to ensure. In other words, getting the right product with low cost and high quality is not the only key to success. New requirements such as production responsiveness and flexibility should be considered. Reconfigurable Manufacturing System (RMS) is a new paradigm that enables manufacturing systems to achieve rapid response to market demand. The effectiveness of an RMS depends on implementing key characteristics and capabilities of RMS in system design stage and benefiting from them in utilisation stage. In this paper, we introduced a methodology to adjust rapidly and productively scalable production capacities and the functionality of system to market demands. It is supposed that arrival orders follow Poisson distribution and they are missed, if they are not available. According to these assumptions, a Mixed Integer Non-linear Programming (MINLP) model is developed to determine optimum sequence of production tasks, corresponding configurations and batch sizes. A Tabu search based procedure is used to solve the model. Finally a numerical example is used to illustrate the procedure.
机译:在新的竞争激烈的动态市场中,制造成功和生存越来越难以保证。换句话说,以低成本和高质量获得正确的产品并不是成功的唯一关键。应该考虑新的要求,例如生产响应能力和灵活性。可重配置制造系统(RMS)是使制造系统能够快速响应市场需求的新范例。 RMS的有效性取决于在系统设计阶段实现RMS的关键特征和功能,并在使用阶段从中受益。在本文中,我们介绍了一种方法,可以根据市场需求快速而有效地调整生产能力和系统功能。假定到达订单遵循Poisson分布,并且如果没有订单,则会错过它们。根据这些假设,开发了混合整数非线性规划(MINLP)模型来确定生产任务,相应配置和批次大小的最佳顺序。基于禁忌搜索的过程用于求解模型。最后,通过一个数字示例来说明该过程。

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