Change Patterns of Time Series-Based Control Charts

摘要

Autocorrelation in process measurements results in false alarms when traditional control charts, such as X and R charts, are applied in process monitoring. A popular approach proposed in the literature is to use time series models to remove the autocorrelation, and then to apply control charts to the residuals, or prediction errors.