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

Download Full-text

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

Download Full-text

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 ◽

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

Download Full-text

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

Download Full-text

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 ◽

Author(s):

Hui GUO ◽

Hongguang LI

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring ◽

Download Full-text

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 ◽

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

Download Full-text

Gaussian and non-Gaussian Double Subspace Statistical Process Monitoring Based on Principal Component Analysis and Independent Component Analysis

Industrial & Engineering Chemistry Research ◽

10.1021/ie5025358 ◽

2015 ◽

Vol 54 (3) ◽

pp. 1015-1027 ◽

Author(s):

Jian Huang ◽

Xuefeng Yan

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Statistical Process ◽

Non Gaussian ◽

Statistical Process Monitoring

Download Full-text

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 ◽

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

Download Full-text

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 ◽

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

Download Full-text

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 ◽

Author(s):

Hamza Albazzaz ◽

Xue Z. Wang

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Batch Process ◽

Component Analysis ◽

Independent Component ◽

Batch Process Monitoring

Download Full-text

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 ◽

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

Download Full-text