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Economic design of X-bar control chart using simulated annealing

机译:基于模拟退火的X型杆控制图经济设计

摘要

Control charts are widely used in industry for monitoring and controlling manufacturing processes. They should be designed economically in order to achieve minimum quality control costs. The major function of control chart is to detect the occurrence of assignable causes so that the necessary corrective action can be taken before a large quantity of nonconforming product is manufactured. The X-bar control chart dominates the use of any other control chart technique if quality is measured on a continuous scale. In the present project, the economic design of the X-bar control chart using Simulated Annealing has been developed to determine the values of the sample size, sampling interval, width of control limits such that the expected total cost per hour is minimized. Simulated annealing is a solution method in the field of combinatorial optimization based on an analogy with the physical process of annealing. Solving a combinatorial optimization problem amounts to finding the best or optimal solution among a finite or countable infinite number of alternative solutions. A program has been developed using Matlab software to optimize the cost. The result was compared with the literature and found to be superior to the initial cost obtained.
机译:控制图在工业中广泛用于监视和控制制造过程。它们应进行经济设计,以实现最低的质量控制成本。控制图的主要功能是检测可确定原因的发生,以便在制造大量不合格产品之前可以采取必要的纠正措施。如果以连续刻度测量质量,则X条控制图将主导使用任何其他控制图技术。在本项目中,已经开发了使用模拟退火的X线控制图的经济设计,可以确定样本大小,采样间隔,控制限制的宽度等值,从而使每小时的预期总成本最小化。模拟退火是基于类似于退火物理过程的组合优化领域中的一种解决方法。解决组合优化问题等于在有限或可计数的无限数量的替代解决方案中找到最佳或最优解决方案。使用Matlab软件开发了一个程序来优化成本。将结果与文献进行比较,发现该结果优于获得的初始成本。

著录项

  • 作者

    Darun Prasath.L;

  • 作者单位
  • 年度 2011
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  • 原文格式 PDF
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