Improved Process Monitoring Strategy Using Kantorovich Distance-Independent Component Analysis: An Application to Tennessee Eastman Process

IEEE Access ◽

10.1109/access.2020.3037730 ◽

2020 ◽

Vol 8 ◽

pp. 205863-205877

Author(s):

K. Ramakrishna Kini ◽

Muddu Madakyaru

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Monitoring Strategy ◽

Tennessee Eastman Process ◽

Kantorovich Distance

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text

A process monitoring method based on noisy independent component analysis

Neurocomputing ◽

10.1016/j.neucom.2013.07.029 ◽

2014 ◽

Vol 127 ◽

pp. 231-246 ◽

Author(s):

Lianfang Cai ◽

Xuemin Tian ◽

Sheng Chen

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Monitoring Method

Download Full-text

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

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

A novel process monitoring approach with dynamic independent component analysis

Control Engineering Practice ◽

10.1016/j.conengprac.2009.11.002 ◽

2010 ◽

Vol 18 (3) ◽

pp. 242-253 ◽

Author(s):

Chun-Chin Hsu ◽

Mu-Chen Chen ◽

Long-Sheng Chen

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component

Download Full-text

Statistical process monitoring of between-part and within-part variations using independent component analysis

2010 IEEE 17Th International Conference on Industrial Engineering and Engineering Management ◽

10.1109/icieem.2010.5646625 ◽

2010 ◽

Author(s):

C. S. Cheng ◽

H. P. Cheng ◽

K. K. Huang

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Statistical Process ◽

Statistical Process Monitoring

Download Full-text