透過您的圖書館登入
IP:18.119.157.39
  • 期刊

THE DESIGN OF CEV 𝑿 CONTROL CHART FOR MONITORING THE MULTIPLE CENSORED DATA

摘要


Practitioners plan a reliability life test program so that, after a certain time limit or number of failures, all other testing units will be terminated. These terminated times are considered as right-censored data. The conditional expected value 𝑋 control chart (CEV 𝑋 chart) was created to monitor the right-censored data. In real reliability testing, the testing units were removed at the time of occurring different failure modes and will be recorded as multiple censored data. This study designed the CEV 𝑋 chart and measured its performance in the control of multiple censored data. A multi-objective model was used to optimize this chart. This study also found this chart can signal the process shifts for the moderately and lowly censored data. For the highly censored data, the increase of the sample size can increase the detecting ability of this chart.

參考文獻


Freitas, L. L. G., E. Henning, A. Kalbuscha, A. C. Konrath, and O. M. F. C. Walter. 2019. “Analysis of Water Consumption in Toilets Employing Shewhart, EWMA, and Shewhart-EWMA Combined Control Charts.” Journal of Cleaner Production 233: 1146-1157. doi: 10.1016/j.jclepro.2019.06.114
Haq, A., and M. B. C. Khoo. 2019. “New adaptive EWMA Control Charts for Monitoring Univariate and Multivariate Coefficient of Variation.” Computers & Industrial Engineering 131: 28-40. doi: 10.1016/j.cie.2019.03.027
Sanusi, R. A., A. Mukherjee, and M. Xie. 2019. “A Comparative Study of Some EWMA Schemes for Simultaneous Monitoring of Mean and Variance of a Gaussian Process.” Computers & Industrial Engineering 135: 426-439. doi: 10.1016/j.cie.2019.06.021
Tang, A., J. Sun, X. Hu, and P. Castagliola. 2019. “A New Nonparametric Adaptive EWMA Control Chart with Exact Run Length Properties.” Computers & Industrial Engineering 130: 404-419. doi: 10.1016/j.cie.2019.02.045
Dickinson, R. M., D. A. O. Roberts, A. R. Driscoll, W. H. Woodall, and G. G. Vining. 2014. “CUSUM Charts for Monitoring the Characteristic Life of Censored Weibull Lifetimes.” Journal of Quality Technology 46 (4): 340-358. doi: 10.1080/00224065.2014.11917976