Multi-block dynamic weighted principal component regression strategy for dynamic plant-wide process monitoring

Measurement ◽

10.1016/j.measurement.2021.109705 ◽

2021 ◽

pp. 109705

Author(s):

Mengyu Rong ◽

Hongbo Shi ◽

Bing Song ◽

Yang Tao

Keyword(s):

Process Monitoring ◽

Principal Component Regression ◽

Principal Component ◽

Dynamic Plant ◽

Weighted Principal Component ◽

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Large-Scale Supervised Process Monitoring Based on Distributed Modified Principal Component Regression

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.9b02163 ◽

2019 ◽

Vol 58 (39) ◽

pp. 18223-18240 ◽

Author(s):

Mengyu Rong ◽

Hongbo Shi ◽

Shuai Tan

Keyword(s):

Process Monitoring ◽

Large Scale ◽

Principal Component Regression ◽

Principal Component

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Total Principal Component Regression Based Contribution Plots for Quality-Related Process Monitoring

2018 Chinese Automation Congress (CAC) ◽

10.1109/cac.2018.8623456 ◽

2018 ◽

Author(s):

Jianduo Li ◽

Guang Wang ◽

Chengyuan Sun ◽

Jianfang Jiao

Keyword(s):

Process Monitoring ◽

Principal Component Regression ◽

Principal Component ◽

Related Process

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A weighted-principal component regression method for the identification of physiologic systems

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2006.876623 ◽

2006 ◽

Vol 53 (8) ◽

pp. 1521-1530 ◽

Author(s):

Xinshu Xiao ◽

R. Mukkamala ◽

R.J. Cohen

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

Regression Method ◽

Weighted Principal Component

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An Improved Principal Component Regression for Quality-Related Process Monitoring of Industrial Control Systems

IEEE Access ◽

10.1109/access.2017.2761418 ◽

2017 ◽

Vol 5 ◽

pp. 21723-21730 ◽

Author(s):

Chengyuan Sun ◽

Jian Hou

Keyword(s):

Control Systems ◽

Process Monitoring ◽

Principal Component Regression ◽

Principal Component ◽

Industrial Control ◽

Industrial Control Systems ◽

Related Process

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A weighted principal component regression approach for system identification

IEEE Workshop on Statistical Signal Processing, 2003 ◽

10.1109/ssp.2003.1289380 ◽

2004 ◽

Author(s):

Xinshu Xiao ◽

R. Mukkamala ◽

R.J. Cohen

Keyword(s):

System Identification ◽

Principal Component Regression ◽

Principal Component ◽

Weighted Principal Component ◽

Regression Approach

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Spatially Weighted Principal Component Regression for High-Dimensional Prediction

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-319-19992-4_60 ◽

2015 ◽

pp. 758-769 ◽

Author(s):

Dan Shen ◽

Hongtu Zhu

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

High Dimensional ◽

Weighted Principal Component

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Double locally weighted principal component regression for soft sensor with sample selection under supervised latent structure

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2016.02.014 ◽

2016 ◽

Vol 153 ◽

pp. 116-125 ◽

Author(s):

Xiaofeng Yuan ◽

Biao Huang ◽

Zhiqiang Ge ◽

Zhihuan Song

Keyword(s):

Sample Selection ◽

Principal Component Regression ◽

Principal Component ◽

Soft Sensor ◽

Latent Structure ◽

Weighted Principal Component

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Parallel quality-related dynamic principal component regression method for chemical process monitoring

Journal of Process Control ◽

10.1016/j.jprocont.2018.08.009 ◽

2019 ◽

Vol 73 ◽

pp. 33-45 ◽

Author(s):

Yang Tao ◽

Hongbo Shi ◽

Bing Song ◽

Shuai Tan

Keyword(s):

Process Monitoring ◽

Chemical Process ◽

Principal Component Regression ◽

Principal Component ◽

Regression Method ◽

Chemical Process Monitoring

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Quality-Related Process Monitoring Based on Improved Kernel Principal Component Regression

IEEE Access ◽

10.1109/access.2021.3115351 ◽

2021 ◽

Vol 9 ◽

pp. 132733-132745

Author(s):

Li Qi ◽

Xiaoyun Yi ◽

Lina Yao ◽

Yixian Fang ◽

Yuwei Ren

Keyword(s):

Process Monitoring ◽

Principal Component Regression ◽

Principal Component ◽

Related Process

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Quantifying cardiac parasympathetic and sympathetic function based on a weighted-principal component regression method

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2004.1404102 ◽

2005 ◽

Author(s):

X. Xiao ◽

R. Mukkamala ◽

R.J. Cohen

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

Regression Method ◽

Sympathetic Function ◽

Weighted Principal Component

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