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Imperfect Multi-Stage Lean Manufacturing System with Rework under Fuzzy Demand

机译:在模糊需求下具有返工的不完美的多级精益制造系统

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摘要

Market conditions fluctuate abruptly in today’s competitive environment and leads to imprecise demand information. In particular, market demand data for freshly launched products is highly uncertain. Further, most of the products are generally manufactured through complex multi-stage production systems that may produce defective items once they enter the out-of-control state. Production management of a multi-stage production system in these circumstances requires robust production model to reduce system costs. In this context, this paper introduces an imperfect multi-stage production model with the consideration of defective proportion in the production process and uncertain product demand. Fuzzy theory is applied to handle the uncertainty in demand information and the center of gravity approach is utilized to defuzzify the objective function. This defuzzified cost objective is solved through the analytical optimization technique and closed form solution of optimal lot size and minimum cost function are obtained. Model analysis verifies that it has successfully achieved global optimal results. Numerical experiment comprising of three examples is conducted and optimal results are analyzed through sensitivity analysis. Results demonstrate that larger lot sizes are profitable as the system moves towards a higher number of stages. Sensitivity analysis indicates that the processing cost is the most influencing factor on the system cost function.
机译:市场条件在当今的竞争环境中突然波动,并导致不精确的需求信息。特别是,新推出产品的市场需求数据非常不确定。此外,大多数产品通常通过复杂的多级生产系统制造,这些系统一旦进入控制状态,就可以产生有缺陷的物品。在这些情况下,多级生产系统的生产管理需要强大的生产模型来降低系统成本。在这方面,本文介绍了在生产过程中缺陷比例和不确定的产品需求中的缺陷比例,介绍了一个不完美的多阶段生产模型。模糊理论应用于处理需求信息的不确定性,并且使用重心方法用于在目标函数中排出。通过分析优化技术和最佳批量尺寸的封闭式溶液和最小成本函数的封闭形式解决,解决了这种Defuzzzied成本目标。模型分析验证它已成功实现全球最佳结果。通过灵敏度分析对包含三种实施例的数值实验,并通过灵敏度分析分析最佳结果。结果表明,由于系统朝向更高的阶段移动,较大的批量尺寸是有利可图的。敏感性分析表明,处理成本是系统成本函数的影响因素。

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