Effects of parameter estimation on control chart properties: a literature review

WA Jensen, LA Jones-Farmer, CW Champ… - Journal of Quality …, 2006 - Taylor & Francis
Control charts are powerful tools used to monitor the quality of processes. In practice, control
chart limits are often calculated using parameter estimates from an in-control Phase I …

Nonparametric CUSUM and EWMA control charts for detecting mean shifts

SY Li, LC Tang, SH Ng - Journal of Quality Technology, 2010 - Taylor & Francis
Nonparametric control charts are useful when the underlying process distribution is not likely
to be normal or is unknown. In this paper, we propose two nonparametric analogs of the …

A multivariate change-point model for statistical process control

KD Zamba, DM Hawkins - Technometrics, 2006 - Taylor & Francis
Multivariate statistical process control (SPC) carries out ongoing checks to ensure that a
process is in control. These checks on the process are traditionally done by T 2, multivariate …

A distribution-free multivariate control chart

N Chen, X Zi, C Zou - Technometrics, 2016 - Taylor & Francis
Monitoring multivariate quality variables or data streams remains an important and
challenging problem in statistical process control (SPC). Although the multivariate SPC has …

A spatial rank‐based multivariate EWMA control chart

C Zou, Z Wang, F Tsung - Naval Research Logistics (NRL), 2012 - Wiley Online Library
Nonparametric control charts are useful in statistical process control when there is a lack of
or limited knowledge about the underlying process distribution, especially when the process …

A reevaluation of the adaptive exponentially weighted moving average control chart when parameters are estimated

AA Aly, NA Saleh, MA Mahmoud… - Quality and Reliability …, 2015 - Wiley Online Library
The performance of control charts can be adversely affected when based on parameter
estimates instead of known in‐control parameters. Several studies have shown that a large …

From profile to surface monitoring: SPC for cylindrical surfaces via Gaussian processes

BM Colosimo, P Cicorella, M Pacella… - Journal of Quality …, 2014 - Taylor & Francis
Quality of machined products is often related to the shapes of surfaces that are constrained
by geometric tolerances. In this case, statistical quality monitoring should be used to quickly …

Monitoring the ratio of two normal variables using run rules type control charts

KP Tran, P Castagliola, G Celano - International Journal of …, 2016 - Taylor & Francis
Recent studies show that Shewhart-type control charts monitoring the ratio of two normal
random variables are useful to perform continuous surveillance in several manufacturing …

[HTML][HTML] Validation of low-cost air quality monitoring platforms using model-based control charts

M Boulic, R Phipps, Y Wang, M Vignes… - Journal of Building …, 2024 - Elsevier
The SARS COVID-19 pandemic highlighted the importance of routine indoor air quality (IAQ)
monitoring. Recent advances in IAQ sensors and remote logging technologies offer …

The performance of the MEWMA control chart when parameters are estimated

MA Mahmoud, PE Maravelakis - Communications in Statistics …, 2010 - Taylor & Francis
In the present article, we study the effect of estimating the vector of means and variance-
covariance matrix in the performance of the multivariate exponentially weighted moving …