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ArticleData mining model-based control charts for multivariate and autocorrelated processes

Seoung Bum Kim2011

Article2011

Data mining model-based control charts for multivariate and autocorrelated processes

Seoung Bum Kim · Weerawat Jitpitaklert · Sun‐Kyoung Park · Seung-June Hwang

33 citations·0/0 files stored·Expert Systems with Applications

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Advanced Statistical Process Monitoring Business Process Modeling and Analysis Fault Detection and Control Systems

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References

1992Introduction to Statistical Quality Control 1978Time Series Analysis: Forecasting and Control.2009Time series analysis forecasting and control 1992A Multivariate Exponentially Weighted Moving Average Control Chart 1988Time-Series Modeling for Statistical Process Control 1988Multivariate Generalizations of Cumulative Sum Quality-Control Schemes 1999Research Issues and Ideas in Statistical Process Control 1991Some Statistical Process Control Methods for Autocorrelated Data

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2015A robust unsupervised consensus control chart pattern recognition framework 2015Adaptive nonparametric control chart for time-varying and multimodal processes 2017Exponentially weighted control charts to monitor multivariate process variability for high dimensions 2022Machine learning-based control charts for monitoring fraction nonconforming product in smart manufacturing 2013A Framework for Diagnosing the Out-of-Control Signals in Multivariate Process Using Optimized Support Vector Machines

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2010One-Class Classification-Based Control Charts for Monitoring Autocorrelated Multivariate Processesarticle · 15 shared references 2023Multivariate auto‐correlated process control by a residual‐based mixed CUSUM‐EWMA modelarticle · 13 shared references 2011SPC for short-run multivariate autocorrelated processesarticle · 9 shared references 2005A multivariate EWMA control chart for monitoring process variability with individual observationsarticle · 8 shared references 1997Ewma charts for multivariate time seriesarticle · 8 shared references 2007Surveillance of the mean behavior of multivariate time seriesarticle · 8 shared references

Details

Year2011

Typearticle

Published2011-08-22

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations33

Files0 public / 0

ShelfAdvanced Statistical Process Monitoring

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doi10.1016/j.eswa.2011.08.010

openalex_workW2051006963

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2016

Phase II control charts for autocorrelated processes

2024On-line recognition of mixture control chart patterns using hybrid CNN and LSTM for auto-correlated processes

2014A One-Class Classification-Based Control Chart Using the K -Means Data Description Algorithm