An overview on recent profile monitoring papers (2008–2018) based on conceptual classification scheme

MR Maleki, A Amiri, P Castagliola - Computers & Industrial Engineering, 2018 - Elsevier
Sometimes the quality of a process is best expressed by a relationship between response
variables and explanatory variables. Checking over the time the stability of such functional …

[HTML][HTML] New statistical and machine learning based control charts with variable parameters for monitoring generalized linear model profiles

H Sabahno, A Amiri - Computers & Industrial Engineering, 2023 - Elsevier
In this research, we develop three statistical based control charts: the Hotelling's T 2,
MEWMA (multivariate exponentially weighted moving average), and LRT (likelihood ratio …

Evolutionary support vector regression for monitoring Poisson profiles

A Yeganeh, SA Abbasi, SC Shongwe… - Soft Computing, 2024 - Springer
Many researchers have shown interest in profile monitoring; however, most of the
applications in this field of research are developed under the assumption of normal …

Alternative methods for the simultaneous monitoring of simple linear profile parameters

T Mahmood, M Riaz, M Hafidz Omar, M Xie - The International Journal of …, 2018 - Springer
In many industrial processes, the quality characteristic of interest has a relation (linear or
non-linear) with other supporting variable (s). Simple linear profile is a well-known term used …

Nonparametric control schemes for profiles with attribute data

Y Shang, Z Wang, Y Zhang - Computers & Industrial Engineering, 2018 - Elsevier
Attribute data are very common in the real production and service processes. Therefore,
many kinds of control charts for attribute data have been studied in the literature. On the …

Monitoring logistic profiles using variable sample interval approach

M Mohammadzadeh, A Yeganeh… - Computers & Industrial …, 2021 - Elsevier
Investigation the stability of the relationship between a response variable and one or more
independent variables over time is termed as profile monitoring. In the area of profile …

A novel simulation-based adaptive MEWMA approach for monitoring linear and logistic profiles

A Yeganeh, SA Abbasi, SC Shongwe - IEEE Access, 2021 - ieeexplore.ieee.org
As a common approach in the development of control charts in Statistical Process Control
(SPC), an industrial process is monitored with one or more quality characteristics using their …

Using evolutionary artificial neural networks in monitoring binary and polytomous logistic profiles

A Yeganeh, A Shadman - Journal of Manufacturing Systems, 2021 - Elsevier
A statistical profile is a relationship between a quality characteristic (a response) and one or
more explanatory variables to characterize quality of a process or a product. Monitoring …

Deviance residual-based Shewhart control chart for monitoring Conway-Maxwell-Poisson profile under the rk class estimator

U Mammadova, MR Özkale - Quality Technology & Quantitative …, 2024 - Taylor & Francis
In this study, we first propose the rk class estimator in COM-Poisson regression, and then we
introduce the Shewhart control chart using the deviance residuals obtained from the rk class …

The effect of parameter estimation on phase II monitoring of poisson regression profiles

MR Maleki, P Castagliola, A Amiri… - … in Statistics-Simulation …, 2019 - Taylor & Francis
The effect of parameters estimation on profile monitoring methods has only been studied by
a few researchers and only the assumption of a normal response variable has been tackled …