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

Mudassir M. Rashid; Jie Yu

doi:10.1021/ie301002h

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 ◽

Cited By ~ 31

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 ◽

Non Gaussian

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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 ◽

Cited By ~ 73

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 ◽

Cited By ~ 2

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 ◽

On Line

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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 ◽

Cited By ~ 61

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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On-line Batch Process Monitoring with Improved Multi-way Independent Component Analysis

Chinese Journal of Chemical Engineering ◽

10.1016/s1004-9541(13)60485-4 ◽

2013 ◽

Vol 21 (3) ◽

pp. 263-270 ◽

Cited By ~ 9

Author(s):

Hui GUO ◽

Hongguang LI

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring ◽

On Line

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On-line Batch Process Monitoring Using Different Unfolding Method and Independent Component Analysis.

JOURNAL OF CHEMICAL ENGINEERING OF JAPAN ◽

10.1252/jcej.36.1384 ◽

2003 ◽

Vol 36 (11) ◽

pp. 1384-1396 ◽

Cited By ~ 26

Author(s):

Jong-Min Lee ◽

Changkyoo Yoo ◽

In-Beum Lee

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring ◽

On Line ◽

Unfolding Method

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INTRODUCTION OF DYNAMICS TO AN APPROACH FOR BATCH PROCESS MONITORING USING INDEPENDENT COMPONENT ANALYSIS

Chemical Engineering Communications ◽

10.1080/00986440600829739 ◽

2007 ◽

Vol 194 (2) ◽

pp. 218-233 ◽

Cited By ~ 12

Author(s):

Hamza Albazzaz ◽

Xue Z. Wang

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring

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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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A new dissimilarity method integrating multidimensional mutual information and independent component analysis for non-Gaussian dynamic process monitoring

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2012.04.008 ◽

2012 ◽

Vol 115 ◽

pp. 44-58 ◽

Cited By ~ 91

Author(s):

Mudassir M. Rashid ◽

Jie Yu

Keyword(s):

Mutual Information ◽

Independent Component Analysis ◽

Process Monitoring ◽

Dynamic Process ◽

Component Analysis ◽

Independent Component ◽

Non Gaussian

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Multivariate statistical batch process monitoring using dynamic independent component analysis

16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering - Computer Aided Chemical Engineering ◽

10.1016/s1570-7946(06)80233-6 ◽

2006 ◽

pp. 1341-1346 ◽

Cited By ~ 4

Author(s):

Hamza Albazzaz ◽

Xue Z. Wang

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Multivariate Statistical ◽

Batch Process Monitoring

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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 ◽

Cited By ~ 14

Author(s):

Na Zhong ◽

Xiaogang Deng

Keyword(s):

Independent Component Analysis ◽

Gaussian Process ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Local Entropy ◽

Non Gaussian

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