Canonical Variate Analysis Based Process Monitoring and Fault Diagnosis

Advances in Industrial Control - Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems ◽

10.1007/978-1-4471-6410-4_7 ◽

2014 ◽

pp. 117-131

Author(s):

Steven X. Ding

Keyword(s):

Fault Diagnosis ◽

Process Monitoring ◽

Canonical Variate Analysis ◽

Canonical Variate ◽

Variate Analysis

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A Multi-SOM with Canonical Variate Analysis for Chemical Process Monitoring and Fault Diagnosis

JOURNAL OF CHEMICAL ENGINEERING OF JAPAN ◽

10.1252/jcej.13we134 ◽

2014 ◽

Vol 47 (1) ◽

pp. 40-51 ◽

Author(s):

Yu Song ◽

Qingchao Jiang ◽

Xuefeng Yan ◽

Meijin Guo

Keyword(s):

Fault Diagnosis ◽

Process Monitoring ◽

Chemical Process ◽

Canonical Variate Analysis ◽

Canonical Variate ◽

Variate Analysis ◽

Chemical Process Monitoring

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Improved kernel canonical variate analysis for process monitoring

2015 21st International Conference on Automation and Computing (ICAC) ◽

10.1109/iconac.2015.7313990 ◽

2015 ◽

Author(s):

Raphael T. Samuel ◽

Yi Cao

Keyword(s):

Process Monitoring ◽

Canonical Variate Analysis ◽

Canonical Variate ◽

Variate Analysis

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Multimode Dynamic Process Monitoring Based on Mixture Canonical Variate Analysis Model

Industrial & Engineering Chemistry Research ◽

10.1021/ie503324g ◽

2015 ◽

Vol 54 (5) ◽

pp. 1605-1614 ◽

Author(s):

Qiaojun Wen ◽

Zhiqiang Ge ◽

Zhihuan Song

Keyword(s):

Process Monitoring ◽

Dynamic Process ◽

Canonical Variate Analysis ◽

Canonical Variate ◽

Analysis Model ◽

Variate 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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Data-Driven Fault Diagnosis using Deep Canonical Variate Analysis and Fisher Discriminant Analysis

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.3030179 ◽

2020 ◽

pp. 1-1

Author(s):

Ping Wu ◽

SiWei Lou ◽

Xujie Zhang ◽

Jiajun He ◽

Yichao Liu ◽

...

Keyword(s):

Fault Diagnosis ◽

Discriminant Analysis ◽

Canonical Variate Analysis ◽

Data Driven ◽

Canonical Variate ◽

Fisher Discriminant Analysis ◽

Fisher Discriminant ◽

Variate Analysis

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Contribution plots based fault diagnosis of a multiphase flow facility with PCA-enhancec canonical variate analysis

2017 23rd International Conference on Automation and Computing (ICAC) ◽

10.23919/iconac.2017.8081992 ◽

2017 ◽

Author(s):

Ruomu Tan ◽

Yi Cao

Keyword(s):

Fault Diagnosis ◽

Multiphase Flow ◽

Canonical Variate Analysis ◽

Canonical Variate ◽

Variate Analysis

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A Nonlinear Quality-relevant Process Monitoring Method with Kernel Input-output Canonical Variate Analysis

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.09.035 ◽

2015 ◽

Vol 48 (8) ◽

pp. 611-616 ◽

Author(s):

Huang Linzhe ◽

Cao Yuping ◽

Tian Xuemin ◽

Deng Xiaogang

Keyword(s):

Process Monitoring ◽

Canonical Variate Analysis ◽

Canonical Variate ◽

Input Output ◽

Monitoring Method ◽

Variate Analysis

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Nonlinear Dynamic Process Monitoring Using Canonical Variate Analysis and Kernel Density Estimations

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2009.2032654 ◽

2010 ◽

Vol 6 (1) ◽

pp. 36-45 ◽

Author(s):

P.-E.P. Odiowei ◽

Yi Cao

Keyword(s):

Process Monitoring ◽

Dynamic Process ◽

Nonlinear Dynamic ◽

Kernel Density ◽

Canonical Variate Analysis ◽

Canonical Variate ◽

Variate Analysis

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Process Monitoring using Canonical Variate Analysis and Principal Component Analysis

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)43211-3 ◽

1997 ◽

Vol 30 (9) ◽

pp. 577-582 ◽

Author(s):

Yi Wang ◽

Dale E. Seborg ◽

Wallace E. Larimore

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Component Analysis ◽

Canonical Variate Analysis ◽

Canonical Variate ◽

Variate Analysis

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Variable Sub-Region Canonical Variate Analysis for Dynamic Process Monitoring

IEEE Access ◽

10.1109/access.2020.2975962 ◽

2020 ◽

Vol 8 ◽

pp. 37775-37789

Author(s):

Yuping Cao ◽

Lei Yu ◽

Xiaogang Deng ◽

Xiaoling Zhang

Keyword(s):

Process Monitoring ◽

Dynamic Process ◽

Canonical Variate Analysis ◽

Canonical Variate ◽

Variate Analysis

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