DSVSS T2控制图经济设计模型
Economic Design Optimization of DSVSS T2 Control Chart
DOI: 10.12677/AAM.2021.106228, PDF,   
作者: 陈 鹏, 张 斌*, 陈 秀:南京信息工程大学数学与统计学院,江苏 南京
关键词: 双抽样可变样本容量马尔可夫链经济优化Double Sampling Variable Sampling Interval Markov Chain Economic Design
摘要: 本文针对多元正态总体均值向量偏移问题,将双抽样策略与可变样本容量控制图相结合,构建了双抽样可变样本容量T2控制图(DSVSS T2图)。根据过程的实际运行状态,构建了马尔可夫链转移概率矩阵。综合考虑过程正常和异常两种状态下的运行成本、误报警损失、抽样成本及维修费用,结合Lorenzen-Vance经济模型,提出DSVSS T2控制图的经济设计模型并分析了均值向量变化对决策变量的影响。
Abstract: Aiming at the problem of mean vector shift of multivariate normal population, this paper combines double sampling strategy with variable sample size control chart, and constructs double sampling variable sample size control chart (DSVSS T2 chart). According to the actual running state of the process, the Markov chain transition probability matrix is constructed. Considering the operation cost, false alarm loss, sampling cost and maintenance cost of normal and abnormal process, based on Lorenzen-Vance economic model, an economic design model of DSVSS T2 control chart is proposed, and the influence of mean vector change on decision variables is analyzed.
文章引用:陈鹏, 张斌, 陈秀. DSVSS T2控制图经济设计模型[J]. 应用数学进展, 2021, 10(6): 2186-2193. https://doi.org/10.12677/AAM.2021.106228

参考文献

[1] Montgomery, D.C., Peck, E.A. and Vining, G.G. (2012) Introduction to Linear Regression Analysis. John Wiley & Sons, Hoboken.
[2] Hotelling, H. (1947) Multivariate Quality Control, Illustrated by the Air Testing of Sample Bombsights. In: Eisenhart, C., Hastay, M.W. and Wallis, W.A., Eds., Techniques of Statistical Analysis, McGraw Hill, New York, 111-184.
[3] Reynolds, M.R., Amin, R.W., Arnold, J.C., et al. (1988) Charts with Variable Sampling Intervals. Technometrics, 30, 181-192. [Google Scholar] [CrossRef
[4] Aparisi, F. and Haro, C.L. (2001) Hotelling’s T2 Control Chart with Variable Sampling Intervals. International Journal of Production Research, 39, 3127-3140. [Google Scholar] [CrossRef
[5] Faraz, A. and Moghadam, M.B. (2009) Hotelling’s T2 Control Chart with Two Adaptive Sample Sizes. Quality & Quantity, 43, 903-913. [Google Scholar] [CrossRef
[6] Mahadik, S.B. and Shirke, D.T. (2011) A Special Variable Sample Size and Sampling Interval Hotelling’s T2 Chart. The International Journal of Advanced Manufacturing Technology, 53, 379-384. [Google Scholar] [CrossRef
[7] Seif, A., Faraz, A. and Saniga, E. (2015) Economic Statistical Design of the VP T2 Control Charts for Monitoring a Process under Non-Normality. International Journal of Production Research, 53, 4218-4230. [Google Scholar] [CrossRef
[8] Daudin, J.J. (1992) Double Sampling X Charts. Journal of Quality Technology, 24, 78-87. [Google Scholar] [CrossRef
[9] González-Martınez, C., Becerra, M., Cháfer, M., et al. (2002) Influence of Substituting Milk Powder for Whey Powder on Yoghurt Quality. Trends in Food Science & Technology, 13, 334-340. [Google Scholar] [CrossRef
[10] Katebi, M. and Moghadam, M.B. (2020) A Double Sampling Multivariate T2 Control Chart with Variable Sample Size and Variable Sampling Interval. Communications in Statistics-Simulation and Computation, 8, 1-18. [Google Scholar] [CrossRef
[11] 万强. 基于经济设计的双抽样可变抽样间隔np控制图[J]. 统计与决策, 2019, 35(17): 71-74.
[12] Lorenzen, T.J. and Vance, L.C. (1986) The Economic Design of Control Charts: A Unified Approach. Technometrics, 28, 3-10. [Google Scholar] [CrossRef