Control charts for monitoring process capability index using median absolute deviation for some popular distributions

Simple item page
dc.creatorAslam, Muhammad
dc.creatorRao, G. Srinivasa
dc.creatorAL-Marshadi, Ali Hussein
dc.creatorAhmad, Liaquat
dc.creatorJun, Chi-Hyuck
dc.date2020-11-25T08:04:00Z
dc.date2020-11-25T08:04:00Z
dc.date2019
dc.date.accessioned2022-10-20T13:25:32Z
dc.date.available2022-10-20T13:25:32Z
dc.descriptionAbstract. Full text article available at https://doi.org/10.3390/pr7050287
dc.descriptionA control chart monitoring the process capability index (PCI) using median absolute deviation (MAD) is proposed to analyze the industrial process performance. Extensive simulation studies were carried out to evaluate the performance of MAD-based PCI control charts under the low, moderate, and high asymmetric conditions when the process characteristic follows Weibull, log-normal, and gamma distributions. The performance of the proposed control charts was evaluated based on the average run lengths. The practical implementation of the proposed charts was also illustrated with industrial data.
dc.identifierAslam, M., Rao, G. S., AL-Marshadi, A. H., Ahmad, L., & Jun, C. H. (2019). Control charts for monitoring process capability index using median absolute deviation for some popular distributions. Processes, 7(5), 287.
dc.identifierDOI: 10.3390/pr7050287
dc.identifierhttp://hdl.handle.net/20.500.12661/2612
dc.identifier.urihttp://hdl.handle.net/20.500.12661/2612
dc.languageen
dc.publisherMultidisciplinary Digital Publishing Institute
dc.subjectProcess Capability Index
dc.subjectPCI
dc.subjectMedian Absolute Deviation
dc.subjectMAD
dc.subjectControl chart
dc.subjectAverage run length
dc.subjectNon-normal distribution
dc.titleControl charts for monitoring process capability index using median absolute deviation for some popular distributions
dc.typeArticle

Files

Collections

Research Articles