Realistic economic design of Shewhart control charts in the presence of multiple independent assignable causes using Burr-XII shock model | ||
| Journal of Statistical Modelling: Theory and Applications | ||
| دوره 6، شماره 1، فروردین 2025، صفحه 1-27 اصل مقاله (376 K) | ||
| نوع مقاله: Original Scientific Paper | ||
| شناسه دیجیتال (DOI): 10.22034/jsmta.2025.23261.1184 | ||
| نویسندگان | ||
| Farnoosh Shiravani؛ Mohammad Bameni Moghadam* ؛ Reza Pourtaheri | ||
| Department of Statistics, Allameh Tabataba'i University, Tehran, Iran | ||
| چکیده | ||
| This study proposes a novel framework for the realistic economic design of Shewhart control charts, addressing a critical yet overlooked limitation in traditional economic design models. Unlike classical approaches, the realistic economic design model explicitly incorporates the probability that no new assignable causes arise after the first assignable cause appears within a quality cycle an event previously assumed to be deterministic, despite its unrealistic nature in dynamic industrial environments. By integrating the flexible Burr-XII shock model, which accommodates various hazard rate behaviors (increasing, decreasing, constant, unimodal, and U-shaped), the proposed model offers a more accurate and practical tool for economic decision-making in process monitoring. The approach extends the widely cited Lorenzen and Vance (1986) framework, enabling a more comprehensive analysis of control chart performance under multiple independent assignable causes. Numerical results demonstrate that models such as that of Saadatmelli et al. (2018), based on Duncan (1971) assumptions and Burr-XII failure times, substantially underestimate the average cost per unit time. This discrepancy highlights the importance of using more realistic frameworks like our model to ensure cost-effective quality control. | ||
| کلیدواژهها | ||
| Burr-XII distribution؛ Hazard rate؛ Multiple assignable causes؛ Quality monitoring؛ Realistic economic design؛ Shewhart control chart | ||
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آمار تعداد مشاهده مقاله: 162 تعداد دریافت فایل اصل مقاله: 117 |
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