Nonlinear Process Fault Diagnosis Using Kernel Slow Feature Discriminant Analysis

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.09.593 ◽

2015 ◽

Vol 48 (21) ◽

pp. 607-612 ◽

Author(s):

Hanyuan Zhang ◽

Xuemin Tian ◽

Lianfang Cai

Keyword(s):

Fault Diagnosis ◽

Discriminant Analysis ◽

Nonlinear Process ◽

Process Fault Diagnosis

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Locally linear back-propagation based contribution for nonlinear process fault diagnosis

IEEE/CAA Journal of Automatica Sinica ◽

10.1109/jas.2020.1003147 ◽

2020 ◽

Vol 7 (3) ◽

pp. 764-775

Author(s):

Jinchuan Qian ◽

Li Jiang ◽

Zhihuan Song

Keyword(s):

Fault Diagnosis ◽

Back Propagation ◽

Nonlinear Process ◽

Process Fault Diagnosis ◽

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Nonlinear process fault diagnosis based on slow feature analysis

Proceedings of the 10th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2012.6358414 ◽

2012 ◽

Author(s):

Xiaogang Deng ◽

Xuemin Tian ◽

Xiangyang Hu

Keyword(s):

Fault Diagnosis ◽

Nonlinear Process ◽

Feature Analysis ◽

Slow Feature Analysis ◽

Process Fault Diagnosis

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A dynamic nonlinear process fault diagnosis method using Canonical rotation forest

2016 35th Chinese Control Conference (CCC) ◽

10.1109/chicc.2016.7554382 ◽

2016 ◽

Author(s):

Xiao Lu ◽

Yuping Cao ◽

Xuemin Tian ◽

Xiaogang Deng ◽

Ping Wang

Keyword(s):

Fault Diagnosis ◽

Nonlinear Process ◽

Rotation Forest ◽

Diagnosis Method ◽

Process Fault Diagnosis ◽

Canonical Rotation

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Retraction notice to “Dynamic process fault diagnosis using improved Fisher discriminant analysis – An approach towards IoT” [Cogn. Syst. Res. 52 (2018) 261–266]

Cognitive Systems Research ◽

10.1016/j.cogsys.2019.04.003 ◽

2019 ◽

Vol 56 ◽

pp. 263 ◽

Author(s):

Huifeng Tian ◽

Li Jia

Keyword(s):

Fault Diagnosis ◽

Discriminant Analysis ◽

Dynamic Process ◽

Fisher Discriminant Analysis ◽

Fisher Discriminant ◽

Retraction Notice ◽

Process Fault Diagnosis

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Variable-weighted Fisher discriminant analysis for process fault diagnosis

Journal of Process Control ◽

10.1016/j.jprocont.2008.12.001 ◽

2009 ◽

Vol 19 (6) ◽

pp. 923-931 ◽

Author(s):

Xiao Bin He ◽

W. Wang ◽

Yu Pu Yang ◽

Ya Hong Yang

Keyword(s):

Fault Diagnosis ◽

Discriminant Analysis ◽

Fisher Discriminant Analysis ◽

Fisher Discriminant ◽

Process Fault Diagnosis

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Partial Derivate Contribution Plot Based on KPLS-KSER for Nonlinear Process Fault Diagnosis

2019 34rd Youth Academic Annual Conference of Chinese Association of Automation (YAC) ◽

10.1109/yac.2019.8787665 ◽

2019 ◽

Author(s):

Wenxiang Zhu ◽

Weiting Zhen ◽

Jianfang Jiao

Keyword(s):

Fault Diagnosis ◽

Nonlinear Process ◽

Process Fault Diagnosis

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Nonlinear process fault diagnosis using kernel ICA and improved FDA

IFAC Proceedings Volumes ◽

10.3182/20130703-3-fr-4038.00006 ◽

2013 ◽

Vol 46 (11) ◽

pp. 736-741 ◽

Author(s):

Lianfang Cai ◽

Xuemin Tian ◽

Honglong Chen

Keyword(s):

Fault Diagnosis ◽

Nonlinear Process ◽

Process Fault Diagnosis

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RETRACTED: Dynamic process fault diagnosis using improved Fisher discriminant analysis – An approach towards IoT

Cognitive Systems Research ◽

10.1016/j.cogsys.2018.07.008 ◽

2018 ◽

Vol 52 ◽

pp. 261-266

Author(s):

Huifeng Tian ◽

Li Jia

Keyword(s):

Fault Diagnosis ◽

Discriminant Analysis ◽

Dynamic Process ◽

Fisher Discriminant Analysis ◽

Fisher Discriminant ◽

Process Fault Diagnosis

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Novel dynamic enhanced robust principal subspace discriminant analysis for high-dimensional process fault diagnosis with industrial applications

ISA Transactions ◽

10.1016/j.isatra.2020.12.025 ◽

2020 ◽

Author(s):

Ming-Qing Zhang ◽

Xiong-Lin Luo

Keyword(s):

Fault Diagnosis ◽

Discriminant Analysis ◽

Industrial Applications ◽

High Dimensional ◽

Process Fault Diagnosis

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Nonlinear Process Fault Diagnosis Based on Serial Principal Component Analysis

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2016.2635111 ◽

2018 ◽

Vol 29 (3) ◽

pp. 560-572 ◽

Author(s):

Xiaogang Deng ◽

Xuemin Tian ◽

Sheng Chen ◽

Chris J. Harris

Keyword(s):

Principal Component Analysis ◽

Fault Diagnosis ◽

Principal Component ◽

Nonlinear Process ◽

Component Analysis ◽

Process Fault Diagnosis

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