Some current directions in the theory and application of statistical process monitoring

WH Woodall, DC Montgomery - Journal of Quality Technology, 2014 - Taylor & Francis
The purpose of this paper is to provide an overview and our perspective of recent research
and applications of statistical process monitoring. The focus is on work done over the past …

An ANN-based ensemble model for change point estimation in control charts

A Yeganeh, F Pourpanah, A Shadman - Applied Soft Computing, 2021 - Elsevier
Signaling in the control charts is usually followed by a substantial amount of delay, in which
precise identification of the time when a change has occurred in a process simplifies the …

Monitoring multivariate environments using arti cial neural network approach: An overview

K Atashgar - Scientia Iranica, 2015 - scientiairanica.sharif.edu
When a process shifts to an out-of-control condition, a search should be initiated to identify
and eliminate the special cause (s) manifested to the technical speci cation (s) of the …

Identification of Quantum Change Points for Hamiltonians

K Nakahira - Physical Review Letters, 2023 - APS
Detecting sudden changes in the environment is crucial in many statistical applications. We
mainly focus on identifying sudden changes in weak signals transmitted by electromagnetic …

[HTML][HTML] Detecting change-points for shifts in mean and variance using fuzzy classification maximum likelihood change-point algorithms

KP Lu, ST Chang - Journal of Computational and Applied Mathematics, 2016 - Elsevier
Knowing the time of changes, called change-point (CP), in a process is crucial for engineers
to recognize the root cause fast and accurately. Since special causes may induce …

A retrospective view of statistical quality control research and identification of emerging trends: a bibliometric analysis

P Veiga, L Mendes, L Lourenço - Quality & Quantity, 2016 - Springer
This study aims to identify the fundamental contributions on applications of statistical
methods in the area of quality and process control, determining lines of research and …

A convolutional neural network to identify the change point of a multistage process profile with cascade property

K Atashgar, M Boush - International Journal of Quality & Reliability …, 2023 - emerald.com
Purpose When a process experiences an out-of-control condition, identification of the
change point is capable of leading practitioners to an effective root cause analysis. The …

Adaptive change detection for long-term machinery monitoring using incremental sliding-window

T Wang, GL Lu, J Liu, P Yan - Chinese Journal of Mechanical Engineering, 2017 - Springer
Detection of structural changes from an operational process is a major goal in machine
condition monitoring. Existing methods for this purpose are mainly based on retrospective …

Bayesian change point estimation in Poisson-based control charts

H Assareh, R Noorossana, KL Mengersen - Journal of industrial …, 2013 - Springer
Precise identification of the time when a process has changed enables process engineers to
search for a potential special cause more effectively. In this paper, we develop change point …

[HTML][HTML] Study on segmented distribution for reliability evaluation

H Li, H Zuo, Y Su, J Xu, Y Yin - Chinese Journal of Aeronautics, 2017 - Elsevier
In practice, the failure rate of most equipment exhibits different tendencies at different stages
and even its failure rate curve behaves a multimodal trace during its life cycle. As a result …