A review of multivariate control charts

CA Lowry, DC Montgomery - IIE transactions, 1995 - Taylor & Francis
A review of the literature on control charts for multivariate quality control (MQC) is given, with
a concentration on developments occurring since the mid-1980s. Multivariate cumulative …

Multivariate statistical process control charts: an overview

S Bersimis, S Psarakis… - Quality and Reliability …, 2007 - Wiley Online Library
In this paper we discuss the basic procedures for the implementation of multivariate
statistical process control via control charting. Furthermore, we review multivariate …

Monitoring general linear profiles using multivariate exponentially weighted moving average schemes

C Zou, F Tsung, Z Wang - Technometrics, 2007 - Taylor & Francis
We propose a statistical process control scheme that can be implemented in industrial
practice, in which the quality of a process can be characterized by a general linear profile …

Designing a multivariate EWMA control chart

SS Prabhu, GC Runger - Journal of Quality Technology, 1997 - Taylor & Francis
A multivariate exponentially weighted moving average control chart can be used to improve
the detection of small shifts in multivariate statistical process control. Recommendations are …

Robustness to non-normality of the multivariate EWMA control chart

ZG Stoumbos, JH Sullivan - Journal of Quality Technology, 2002 - Taylor & Francis
We investigate the effects of non-normality on the statistical performance of the multivariate
exponentially weighted moving average (MEWMA) control chart, and its special case, the …

A Markov chain model for the multivariate exponentially weighted moving averages control chart

GC Runger, SS Prabhu - Journal of the American Statistical …, 1996 - Taylor & Francis
A Markov chain approximation is used to determine the run length performance of a
multivariate statistical process control chart. The Markov chain approach is widely used in …

Multivariate control charts for monitoring the mean vector and covariance matrix

C Matrix, MR Reynolds Jr, GY Cho - Journal of Quality Technology, 2006 - Taylor & Francis
Multivariate control charts are considered for the simultaneous monitoring of the mean
vector and covariance matrix when the joint distribution of process variables is multivariate …

Economic and economic statistical designs for MEWMA control charts

K Linderman, TE Love - Journal of Quality Technology, 2000 - Taylor & Francis
This paper proposes methods for determining the optimal choice of design parameters
(including control limits, sample size, exponential weights for past observations, and …

A multivariate EWMA control chart for monitoring process variability with individual observations

AB Yeh, L Huwang, CW Wu - IIE Transactions, 2005 - Taylor & Francis
A control chart is proposed to effectively monitor changes in the population variance-
covariance matrix of a multivariate normal process when individual observations are …

Ozone measurements monitoring using data-based approach

F Harrou, F Kadri, S Khadraoui, Y Sun - Process Safety and Environmental …, 2016 - Elsevier
The complexity of ozone (O 3) formation mechanisms in the troposphere makes the fast and
accurate modeling of ozone very challenging. In the absence of a process model, principal …