An Integrated Model of Maintenance Policies and Economic Design of X-bar Control Chart Under Burr XII Shock Model

IF 1.4 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES Iranian Journal of Science and Technology, Transactions A: Science Pub Date : 2023-06-20 DOI:10.1007/s40995-023-01486-8
Ali Akbar Heydari, Masoud Tavakoli, Abdur Rahim
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Abstract

The combination of different methods of maintenance and economic design of control charts has received much attention from researchers in recent years. These maintenance policies increase the reliability of a system. So far, only a small number of failure distributions, with fixed or increasing hazard rates, have been used as a shock model in the integrated model of maintenance and economic design of X-bar control chart. A proper alternative for this situation may be the Burr distribution, in which the hazard rate has general form. In this paper, for the economic design of the X-bar control chart under the Burr XII shock model, we have presented an integrated model using preventive maintenance and incomplete maintenance. The obtained integrated model has been implemented using a numerical example and its sensitivity analysis has been performed. The results show that, the use of higher maintenance levels causes further reduction of the average cost per unit time of the quality cycle. The results of sensitivity analysis also show that our proposed model is not sensitive to the misspecification of the Burr XII distribution parameters.

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Burr 12冲击模型下x柱控制图维护策略与经济性设计的集成模型
将不同的维护方法与控制图的经济性设计相结合,是近年来备受研究者关注的问题。这些维护策略可以提高系统的可靠性。到目前为止,在x柱控制图的维护与经济设计的综合模型中,只有少数危害率固定或增加的失效分布被用作冲击模型。对于这种情况,一个适当的替代方案可能是伯尔分布,其中危险率具有一般形式。本文针对Burr XII冲击模型下x柱控制图的经济性设计,提出了一种采用预防性维修和不完全维修的综合模型。利用数值算例对所得到的综合模型进行了实现,并对其进行了灵敏度分析。结果表明,采用较高的维修水平可进一步降低质量周期单位时间的平均成本。灵敏度分析的结果也表明,我们提出的模型对Burr 12分布参数的错配不敏感。
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来源期刊
CiteScore
4.00
自引率
5.90%
发文量
122
审稿时长
>12 weeks
期刊介绍: The aim of this journal is to foster the growth of scientific research among Iranian scientists and to provide a medium which brings the fruits of their research to the attention of the world’s scientific community. The journal publishes original research findings – which may be theoretical, experimental or both - reviews, techniques, and comments spanning all subjects in the field of basic sciences, including Physics, Chemistry, Mathematics, Statistics, Biology and Earth Sciences
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