dc.contributor.authorKhoo, Michael B. C.
dc.contributor.authorSitt, C. K.
dc.contributor.authorWu, Zhang
dc.contributor.authorCastagliola, Philippe
dc.date.accessioned2013-12-04T08:40:12Z
dc.date.available2013-12-04T08:40:12Z
dc.date.copyright2013en_US
dc.date.issued2013
dc.identifier.citationKhoo, M. B. C., Sitt, C. K., Wu, Z., & Castagliola, P. (2013). A run sum Hotelling’s χ2 control chart. Computers & industrial engineering, 64(2), 686-695.en_US
dc.identifier.issn0360-8352en_US
dc.identifier.urihttp://hdl.handle.net/10220/18033
dc.description.abstractA run sum Hotelling’s χ2 control chart is proposed and its average run length (ARL) performance is evaluated using the Markov chain approach. A fast initial response (FIR) feature of this chart is also considered. In the optimization of the run sum χ2 chart, computer programs are used to compute the chart’s optimal parameters. It is shown that the run sum χ2 chart is superior to the various χ2 charts with runs rules and the synthetic χ2 chart, for all sizes of shifts in the mean vector, but less sensitive than the multivariate EWMA (MEWMA) chart toward small shifts. The sensitivity of the run sum χ2 chart in detecting small shifts can be further enhanced by adding more regions and scores, so that this chart is as competitive as the MEWMA chart. We reckon that the run sum χ2 chart is a relatively easy and effective tool for practitioners, as the χ2 chart’s statistics can be plotted in its original scale of measurement, in contrast to the MEWMA chart which plots the transformed measurements.en_US
dc.language.isoenen_US
dc.relation.ispartofseriesComputers & industrial engineeringen_US
dc.subjectDRNTU::Engineering::Mechanical engineering
dc.titleA run sum Hotelling’s χ2 control charten_US
dc.typeJournal Article
dc.contributor.schoolSchool of Mechanical and Aerospace Engineeringen_US
dc.identifier.doihttp://dx.doi.org/10.1016/j.cie.2012.11.008


Files in this item

FilesSizeFormatView

There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record