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 …

Employing machine learning techniques in monitoring autocorrelated profiles

A Yeganeh, A Johannssen, N Chukhrova… - Neural Computing and …, 2023 - Springer
In profile monitoring, it is usually assumed that the observations between or within each
profile are independent of each other. However, this assumption is often violated in …

Phase I monitoring and change point estimation of autocorrelated poisson regression profiles

MR Maleki, A Amiri, AR Taheriyoun… - … in statistics-Theory and …, 2018 - Taylor & Francis
The objective of this paper is to study the Phase I monitoring and change point estimation of
autocorrelated Poisson profiles where the response values within each profile are …

Efficient phase II monitoring methods for linear profiles under the random effect model

T Abbas, F Rafique, T Mahmood, M Riaz - IEEE Access, 2019 - ieeexplore.ieee.org
A profile is a functional relationship between two or more variables used to monitor the
process performance and its quality. Sometimes, the aforementioned relationship is linear or …

Phase II monitoring of binary profiles in the presence of within-profile autocorrelation based on Markov model

MR Maleki, A Amiri, AR Taheriyoun - Communications in Statistics …, 2017 - Taylor & Francis
This paper introduces a Markov model in Phase II profile monitoring with autocorrelated
binary response variable. In the proposed approach, a logistic regression model is extended …

Phase II monitoring of multivariate simple linear profiles with estimated parameters

A Ahmadi Yazdi, AZ Hamadani, A Amiri - Journal of Industrial Engineering …, 2019 - Springer
In some applications of statistical process monitoring, a quality characteristic can be
characterized by linear regression relationships between several response variables and …

Online monitoring of autocorrelated multivariate linear profiles via multivariate mixed models

S Khalili, R Noorossana - Quality Technology & Quantitative …, 2022 - Taylor & Francis
Multivariate multiple profile monitoring has been studied extensively over the past few years.
Most of these studies assumed that the observations are uncorrelated, which could be …

Monitoring simple linear profiles in the presence of within‐and between‐profile autocorrelation

AA Nadi, A Yeganeh, A Shadman - Quality and Reliability …, 2023 - Wiley Online Library
The current study investigates the effect of within‐profile and between‐profile
autocorrelations on the performance of four monitoring methods of simple linear profiles in …

Semiparametric MEWMA for Phase II profile monitoring

SH Nassar, ASG Abdel‐Salam - Quality and Reliability …, 2021 - Wiley Online Library
A control chart is one of the statistical process techniques that is used to monitor different
processes. Some processes are characterized by functions or profiles, and a profile is a …

Phase I monitoring of simple linear profiles in multistage processes with cascade property

M Kalaei, K Atashgar, ST Akhavan Niaki… - … International Journal of …, 2018 - Springer
When a multistage manufacturing process is monitored statistically, the cascade property
results in a more complicated condition compared to the case when a single-stage process …