Bridging data-driven and model-based approaches for process fault diagnosis and health monitoring: A review of researches and future challenges
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 …
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 …
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 …
chart limits are often calculated using parameter estimates from an in-control Phase I …
Opportunities and challenges of quality engineering for additive manufacturing
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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 …
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 …
estimation has a detrimental effect on the performance of control charts, which is often …