Batch Process Monitoring Based on Multisubspace Multiway Principal Component Analysis and Time-Series Bayesian Inference

Lv Zhaomin; Jiang Qingchao; Yan Xuefeng

doi:10.1021/ie403576c

Batch Process Monitoring Based on Multisubspace Multiway Principal Component Analysis and Time-Series Bayesian Inference

Industrial & Engineering Chemistry Research ◽

10.1021/ie403576c ◽

2014 ◽

Vol 53 (15) ◽

pp. 6457-6466 ◽

Cited By ~ 22

Author(s):

Lv Zhaomin ◽

Jiang Qingchao ◽

Yan Xuefeng

Keyword(s):

Principal Component Analysis ◽

Time Series ◽

Bayesian Inference ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Batch Process Monitoring ◽

Multiway Principal Component Analysis

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BATCH PROCESS MONITORING USING MULTIBLOCK MULTIWAY PRINCIPAL COMPONENT ANALYSIS

IFAC Proceedings Volumes ◽

10.3182/20060402-4-br-2902.00209 ◽

2006 ◽

Vol 39 (2) ◽

pp. 209-214 ◽

Cited By ~ 3

Author(s):

Sinem Perk ◽

Ali Çinar

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Batch Process Monitoring ◽

Multiway Principal Component Analysis

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On-line batch process monitoring using a consecutively updated multiway principal component analysis model

Computers & Chemical Engineering ◽

10.1016/s0098-1354(03)00151-0 ◽

2003 ◽

Vol 27 (12) ◽

pp. 1903-1912 ◽

Cited By ~ 48

Author(s):

Jong-Min Lee ◽

ChangKyoo Yoo ◽

In-Beum Lee

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Analysis Model ◽

Principal Component Analysis Model ◽

Batch Process Monitoring ◽

On Line ◽

Multiway Principal Component Analysis

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Wavelet functional principal component analysis for batch process monitoring

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2019.103897 ◽

2020 ◽

Vol 196 ◽

pp. 103897 ◽

Cited By ~ 3

Author(s):

Jingxiang Liu ◽

Junghui Chen ◽

Dan Wang

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Batch Process Monitoring ◽

Functional Principal Component

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Enhanced batch process monitoring using Kalman filter and multiway kernel principal component analysis

2009 Chinese Control and Decision Conference ◽

10.1109/ccdc.2009.5195053 ◽

2009 ◽

Cited By ~ 1

Author(s):

Yong-sheng Qi ◽

Pu Wang ◽

Shun-jie Fan ◽

Xue-jin Gao ◽

Jun-feng Jiang

Keyword(s):

Principal Component Analysis ◽

Kalman Filter ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Batch Process Monitoring

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Batch Process Monitoring in Score Space of Two-Dimensional Dynamic Principal Component Analysis (PCA)

Industrial & Engineering Chemistry Research ◽

10.1021/ie070579a ◽

2007 ◽

Vol 46 (24) ◽

pp. 8033-8043 ◽

Cited By ~ 27

Author(s):

Yuan Yao ◽

Furong Gao

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Two Dimensional ◽

Batch Process Monitoring ◽

Dynamic Principal Component Analysis

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On-line batch process monitoring using batch dynamic kernel principal component analysis

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2010.02.004 ◽

2010 ◽

Vol 101 (2) ◽

pp. 110-122 ◽

Cited By ~ 72

Author(s):

Mingxing Jia ◽

Fei Chu ◽

Fuli Wang ◽

Wei Wang

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Batch Process Monitoring ◽

On Line

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Batch process monitoring based on multiple-phase online sorting principal component analysis

ISA Transactions ◽

10.1016/j.isatra.2016.04.022 ◽

2016 ◽

Vol 64 ◽

pp. 342-352 ◽

Cited By ~ 12

Author(s):

Zhaomin Lv ◽

Xuefeng Yan ◽

Qingchao Jiang

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Multiple Phase ◽

Batch Process Monitoring

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Adaptive Consensus Principal Component Analysis for On-Line Batch Process Monitoring

Environmental Monitoring and Assessment ◽

10.1023/b:emas.0000014498.72455.18 ◽

2004 ◽

Vol 92 (1-3) ◽

pp. 119-135 ◽

Cited By ~ 25

Author(s):

Dae Sung Lee ◽

Peter A. Vanrolleghem

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Batch Process Monitoring ◽

On Line

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Combination of independent component analysis and multi-way principal component analysis for batch process monitoring

2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583) ◽

10.1109/icsmc.2004.1398353 ◽

2005 ◽

Author(s):

Ning He ◽

Jian-ming Zhang ◽

Shu-qing Wang

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring

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Batch process monitoring based on just-in-time learning and multiple-subspace principal component analysis

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2014.06.010 ◽

2014 ◽

Vol 137 ◽

pp. 128-139 ◽

Cited By ~ 21

Author(s):

Zhaomin Lv ◽

Xuefeng Yan ◽

Qingchao Jiang

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Just In Time ◽

Batch Process Monitoring

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