Process Monitoring of Multimode Processes Using Kernel Independent Component Analysis

IFAC Proceedings Volumes ◽

10.3182/20120710-4-sg-2026.00161 ◽

2012 ◽

Vol 45 (15) ◽

pp. 697-701

Author(s):

Yingwei Zhang ◽

Jiayu An ◽

Chi Ma

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Kernel Independent Component Analysis

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Integrating Canonical Variate Analysis and Kernel Independent Component Analysis for Tennessee Eastman Process Monitoring

JOURNAL OF CHEMICAL ENGINEERING OF JAPAN ◽

10.1252/jcej.19we085 ◽

2020 ◽

Vol 53 (3) ◽

pp. 126-133

Author(s):

Dongdong Sun ◽

XiaoFeng Gong ◽

Yonglu Chen

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Component Analysis ◽

Canonical Variate Analysis ◽

Independent Component ◽

Canonical Variate ◽

Tennessee Eastman Process ◽

Kernel Independent Component Analysis ◽

Variate Analysis

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Multiway kernel independent component analysis based on feature samples for batch process monitoring

Neurocomputing ◽

10.1016/j.neucom.2008.09.003 ◽

2009 ◽

Vol 72 (7-9) ◽

pp. 1584-1596 ◽

Author(s):

Xuemin Tian ◽

Xiaoling Zhang ◽

Xiaogang Deng ◽

Sheng Chen

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring ◽

Kernel Independent Component Analysis

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On-Line Batch Process Monitoring Using Multiway Kernel Independent Component Analysis

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11760191_139 ◽

2006 ◽

pp. 951-956 ◽

Author(s):

Fei Liu ◽

Zhong-Gai Zhao

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring ◽

Kernel Independent Component Analysis ◽

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Nonlinear and Non-Gaussian Dynamic Batch Process Monitoring Using a New Multiway Kernel Independent Component Analysis and Multidimensional Mutual Information Based Dissimilarity Approach

Industrial & Engineering Chemistry Research ◽

10.1021/ie301002h ◽

2012 ◽

Vol 51 (33) ◽

pp. 10910-10920 ◽

Author(s):

Mudassir M. Rashid ◽

Jie Yu

Keyword(s):

Mutual Information ◽

Independent Component Analysis ◽

Process Monitoring ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring ◽

Kernel Independent Component Analysis ◽

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Nonlinear Batch Process Monitoring Using Phase-Based Kernel-Independent Component Analysis−Principal Component Analysis (KICA−PCA)

Industrial & Engineering Chemistry Research ◽

10.1021/ie8012874 ◽

2009 ◽

Vol 48 (20) ◽

pp. 9163-9174 ◽

Author(s):

Chunhui Zhao ◽

Furong Gao ◽

Fuli Wang

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring ◽

Kernel Independent Component Analysis

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Multimode non-Gaussian process monitoring based on local entropy independent component analysis

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.22651 ◽

2016 ◽

Vol 95 (2) ◽

pp. 319-330 ◽

Author(s):

Na Zhong ◽

Xiaogang Deng

Keyword(s):

Independent Component Analysis ◽

Gaussian Process ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Local Entropy ◽

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Process Monitoring and Fault Detection Method Based On Independent Component Analysis

2006 6th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2006.1714143 ◽

2006 ◽

Author(s):

Yinghua Wu ◽

Yinghua Yang ◽

Shukai Qin ◽

Xiaobo Chen

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Process Monitoring ◽

Detection Method ◽

Component Analysis ◽

Independent Component

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Brisk Kernel Independent Component Analysis

Large-Scale Kernel Machines ◽

10.7551/mitpress/7496.003.0012 ◽

2007 ◽

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Kernel Independent Component Analysis

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Statistical Process Monitoring with External Analysis and Independent Component Analysis

Transactions of the Society of Instrument and Control Engineers ◽

10.9746/sicetr1965.38.958 ◽

2002 ◽

Vol 38 (11) ◽

pp. 958-965 ◽

Author(s):

Manabu KANO ◽

Shouhei TANAKA ◽

Hiroshi MARUTA ◽

Shinji HASEBE ◽

Iori HASHIMOTO ◽

...

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Statistical Process ◽

External Analysis ◽

Statistical Process Monitoring

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Reconstruction in integrating fault spaces for fault identification with kernel independent component analysis

Chemical Engineering Research and Design ◽

10.1016/j.cherd.2012.11.013 ◽

2013 ◽

Vol 91 (6) ◽

pp. 1071-1084 ◽

Author(s):

Yan Liu ◽

Fu-li Wang ◽

Yu-qing Chang

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fault Identification ◽

Kernel Independent Component Analysis

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