On designing Maxwell CUSUM control chart : an efficient way to monitor failure rates in boring processes
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Pages (from-to) | 1923-1930 |
Journal / Publication | International Journal of Advanced Manufacturing Technology |
Volume | 100 |
Issue number | 5-8 |
Online published | 11 Oct 2018 |
Publication status | Published - Feb 2019 |
Link(s)
Abstract
The ordinary CUSUM chart is based on normality assumption. But in real-life phenomenon such as monitoring of lifetime variable, this assumption is not always valid. Hence, a variant of the CUSUM chart, the VCUSUM chart, has been constructed to monitor small shift in a process that is based on a Maxwell distribution. The performance of the chart has been checked by studying the run length properties and it was found to perform better for small shifts as compared to Shewhart type V chart for Maxwell parameter. Finally, a real-life application is presented to monitor the failure rate of a vertical boring machine.
Research Area(s)
- CUSUM control chart, Exponential family of distribution, Gamma distribution, Maxwell distribution, Run length distribution
Citation Format(s)
On designing Maxwell CUSUM control chart: an efficient way to monitor failure rates in boring processes. / Hossain, M. Pear; Sanusi, Ridwan A.; Omar, M. Hafidz et al.
In: International Journal of Advanced Manufacturing Technology, Vol. 100, No. 5-8, 02.2019, p. 1923-1930.
In: International Journal of Advanced Manufacturing Technology, Vol. 100, No. 5-8, 02.2019, p. 1923-1930.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review