A literature review on joint control schemes in statistical process monitoring

Z Jalilibal, A Amiri, MBC Khoo - Quality and Reliability …, 2022 - Wiley Online Library
Process monitoring is regarded as a continuous phenomenon requiring careful
consideration to acquire an enhanced output quality. Dispersion and location are significant …

Statistical monitoring of the covariance matrix in multivariate processes: A literature review

M Ebadi, S Chenouri, DKJ Lin… - Journal of Quality …, 2022 - Taylor & Francis
Monitoring several correlated quality characteristics of a process is common in modern
manufacturing and service industries. Although a lot of attention has been paid to monitoring …

A new adaptive control chart for the simultaneous monitoring of the mean and variability of multivariate normal processes

H Sabahno, A Amiri, P Castagliola - Computers & Industrial Engineering, 2021 - Elsevier
This paper considers adaptive schemes for the simultaneous monitoring of the mean and
variability of a multivariate normal quality characteristic. At first, we extend an already …

A variable parameters multivariate control chart for simultaneous monitoring of the process mean and variability with measurement errors

H Sabahno, P Castagliola… - Quality and Reliability …, 2020 - Wiley Online Library
Evaluating the effect of measurement errors on either adaptive or simultaneous control
charts has been a topic of interest for the researchers in the recent years. Nevertheless, the …

New machine-learning control charts for simultaneous monitoring of multivariate normal process parameters with detection and identification

H Sabahno, STA Niaki - Mathematics, 2023 - mdpi.com
Simultaneous monitoring of the process parameters in a multivariate normal process has
caught researchers' attention during the last two decades. However, only statistical control …

Phase-I monitoring of high-dimensional covariance matrix using an adaptive thresholding LASSO rule

GM Abdella, MR Maleki, S Kim, KN Al-Khalifa… - Computers & Industrial …, 2020 - Elsevier
High-dimensional variability monitoring and diagnosing is of great prominence for the
quality improvement and cost reduction. Most of the existing control charts are mainly based …

A review of dispersion control charts for multivariate individual observations

JO Ajadi, Z Wang, IM Zwetsloot - Quality Engineering, 2021 - Taylor & Francis
A multivariate control chart is designed to monitor process parameters of multiple correlated
quality characteristics. Often data on multivariate processes are collected as individual …

An adaptive max-type multivariate control chart by considering measurement errors and autocorrelation

H Sabahno - Journal of Statistical Computation and Simulation, 2023 - Taylor & Francis
The combined effect of two real-world-occurring phenomena:'measurement errors' and
'autocorrelation between observations' has rarely been investigated. In this paper, it will be …

On the effect of measurement errors in simultaneous monitoring of mean vector and covariance matrix of multivariate processes

A Amiri, R Ghashghaei… - Transactions of the …, 2018 - journals.sagepub.com
In this paper, we investigate the misleading effect of measurement errors on simultaneous
monitoring of the multivariate process mean and variability. For this purpose, we incorporate …

Performance of Max-HEWMAMS control chart for simultaneous monitoring of process mean and variability in the presence of measurement errors

M Saemian, MR Maleki… - International Journal of …, 2023 - inderscienceonline.com
In recent years, the simultaneous monitoring of the process mean and variability has
received increasing attention in statistical process monitoring (SPM). Most of control charts …