An Exponentially Weighted Moving Average Combined Shewhart Cumulative Score Quality Control Procedure

Abstract

The proposed exponentially weighted moving average combined Shewhart cumulative score (EWMA‐CUSCORE) procedure for controlling the process mean cumulate scores of ‐1, 0, 1 or 2h assigned to each moving average of the current and past sample mean values depending on a preassigned interval in which its value falls. It will be shown by average run length (ARL) comparisons that the proposed scheme performs better than the Shewhart type schemes, the combined Shewhart cumulative score type schemes, the cusum type schemes and the standard EWMA type schemes for detecting shifts in the process mean when the underlying process control variable is normal.

Citation

Ncube, M.M. (1990), "An Exponentially Weighted Moving Average Combined Shewhart Cumulative Score Quality Control Procedure", International Journal of Quality & Reliability Management, Vol. 7 No. 6. https://doi.org/10.1108/02656719010136580