Some Group Runs Based Multivariate Control Charts for Monitoring the Process Mean Vector

HTML  XML Download Download as PDF (Size: 401KB)  PP. 1098-1109  
DOI: 10.4236/ojs.2016.66089    1,349 Downloads   2,414 Views  Citations

ABSTRACT

In this article, we propose two control charts namely, the “Multivariate Group Runs’ (MV-GR-M)” and the “Multivariate Modified Group Runs’ (MV-MGR-M)” control charts, based on the multivariate normal processes, for monitoring the process mean vector. Methods to obtain the design parameters and operations of these control charts are discussed. Performances of the proposed charts are compared with some existing control charts. It is verified that, the proposed charts give a significant reduction in the out-of-control “Average Time to Signal” (ATS) in the zero state, as well in the steady state compared to the Hotelling’s T2 and the synthetic T2 control charts.

Share and Cite:

Gadre, M. and Kakade, V. (2016) Some Group Runs Based Multivariate Control Charts for Monitoring the Process Mean Vector. Open Journal of Statistics, 6, 1098-1109. doi: 10.4236/ojs.2016.66089.

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.