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Optimization of Failure-Prone Continuous-Flow Transfer Lines with Delays and Echelon Base Stock Policy using IPA

机译:基于IPA的时延故障梯队连续流传输线和梯队基础库存策略的优化

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This paper addresses the optimization of failure-prone transfer lines with important delays for material transfer, constant demand and echelon base stock policy for production control. For this purpose, we first propose an original continuous flow model. Machines are subject to time-dependent failures and times to failure and times to repair are random variable with general distribution. Contrary to traditional continuous flow models in which material transfer from one station to another one is instantaneous, in our model, material flowing out a machine waits a period of time called delay for material transfer before arriving at its downstream buffer. The second goal of this paper is to present a simulation-based optimization method for determining optimal base stock levels in order to minimize the long run average cost including inventory holding cost and backordering cost. The optimization algorithm is based on the infinitesimal perturbation analysis (IPA) technique for estimation of gradients along the simulation
机译:本文介绍了易于失效的传输线的优化,该传输线具有重大的材料传输延迟,恒定需求和生产控制的梯队基本库存策略。为此,我们首先提出一个原始的连续流模型。机器会遭受与时间有关的故障,并且故障时间和维修时间是具有一般分布的随机变量。与传统的连续流模型相反,在传统的连续流模型中,物料从一个工位转移到另一个工位是瞬时的,在我们的模型中,流出机器的物料在到达下游缓冲区之前会等待一段时间(称为延迟)。本文的第二个目标是提出一种基于仿真的优化方法,用于确定最佳基础库存水平,以最大程度地降低长期平均成本,包括库存持有成本和补货成本。该优化算法基于无穷微扰动分析(IPA)技术,用于估算模拟过程中的梯度

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