Bridging data-driven and model-based approaches for process fault diagnosis and health monitoring: A review of researches and future challenges

K Tidriri, N Chatti, S Verron, T Tiplica - Annual Reviews in Control, 2016 - Elsevier
Abstract Fault Diagnosis and Health Monitoring (FD-HM) for modern control systems have
been an active area of research over the last few years. Model-based FD-HM computational …

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 …

Effects of parameter estimation on control chart properties: a literature review

WA Jensen, LA Jones-Farmer, CW Champ… - Journal of Quality …, 2006 - Taylor & Francis
Control charts are powerful tools used to monitor the quality of processes. In practice, control
chart limits are often calculated using parameter estimates from an in-control Phase I …

Opportunities and challenges of quality engineering for additive manufacturing

BM Colosimo, Q Huang, T Dasgupta… - Journal of Quality …, 2018 - Taylor & Francis
Additive manufacturing (AM), commonly known as three-dimensional printing, is widely
recognized as a disruptive technology, and it has the potential to fundamentally change the …

An overview of phase I analysis for process improvement and monitoring

LA Jones-Farmer, WH Woodall, SH Steiner… - Journal of Quality …, 2014 - Taylor & Francis
We provide an overview and perspective on the Phase I collection and analysis of data for
use in process improvement and control charting. In Phase I, the focus is on understanding …

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 …

A control chart based on a change-point model for monitoring linear profiles

C Zou, Y Zhang, Z Wang - IIE transactions, 2006 - Taylor & Francis
A control chart based on the change-point model is proposed that is able to monitor linear
profiles whose parameters are unknown but can be estimated from historical data. This chart …

Monitoring univariate processes using control charts: Some practical issues and advice

IM Zwetsloot, LA Jones-Farmer, WH Woodall - Quality Engineering, 2024 - Taylor & Francis
We provide an overview and discussion of some issues and guidelines related to monitoring
univariate processes with control charts. We offer some advice to practitioners to help them …

Spatial and Syndromic Surveillance for Public Health

AB Lawson, K Kleinman - 2005 - Wiley Online Library
This volume hopes to fill a growing need for the description of current methodology in public
health surveillance. Recent advances in syndromic surveillance and, more generally, in …

Guaranteed conditional performance of control charts via bootstrap methods

A Gandy, JT Kvaløy - Scandinavian Journal of Statistics, 2013 - Wiley Online Library
To use control charts in practice, the in‐control state usually has to be estimated. This
estimation has a detrimental effect on the performance of control charts, which is often …