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

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dc.creator Aslam, Muhammad
dc.creator Rao, G. Srinivasa
dc.creator AL-Marshadi, Ali Hussein
dc.creator Ahmad, Liaquat
dc.creator Jun, Chi-Hyuck
dc.date 2020-11-25T08:04:00Z
dc.date 2020-11-25T08:04:00Z
dc.date 2019
dc.date.accessioned 2022-10-20T13:25:32Z
dc.date.available 2022-10-20T13:25:32Z
dc.identifier Aslam, 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.identifier DOI: 10.3390/pr7050287
dc.identifier http://hdl.handle.net/20.500.12661/2612
dc.identifier.uri http://hdl.handle.net/20.500.12661/2612
dc.description Abstract. Full text article available at https://doi.org/10.3390/pr7050287
dc.description A 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.language en
dc.publisher Multidisciplinary Digital Publishing Institute
dc.subject Process Capability Index
dc.subject PCI
dc.subject Median Absolute Deviation
dc.subject MAD
dc.subject Control chart
dc.subject Average run length
dc.subject Non-normal distribution
dc.title Control charts for monitoring process capability index using median absolute deviation for some popular distributions
dc.type Article


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