Fault Detection and Diagnosis of Nonlinear Processes Using Improved Kernel Independent Component Analysis (KICA) and Support Vector Machine (SVM)

Yingwei Zhang

doi:10.1021/ie071496x

Fault Detection and Diagnosis of Nonlinear Processes Using Improved Kernel Independent Component Analysis (KICA) and Support Vector Machine (SVM)

Industrial & Engineering Chemistry Research ◽

10.1021/ie071496x ◽

2008 ◽

Vol 47 (18) ◽

pp. 6961-6971 ◽

Cited By ~ 68

Author(s):

Yingwei Zhang

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Independent Component Analysis ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Independent Component ◽

Support Vector ◽

Nonlinear Processes ◽

Kernel Independent Component Analysis ◽

Detection And Diagnosis

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Retraction of “Fault Detection and Diagnosis of Nonlinear Processes Using Improved Kernel Independent Component Analysis (KICA) and Support Vector Machine (SVM)”

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.9b05805 ◽

2019 ◽

Vol 58 (45) ◽

pp. 20858-20858 ◽

Cited By ~ 1

Author(s):

Yingwei Zhang

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Independent Component Analysis ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Independent Component ◽

Support Vector ◽

Nonlinear Processes ◽

Kernel Independent Component Analysis ◽

Detection And Diagnosis

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Dynamic kernel independent component analysis approach for fault detection and diagnosis

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8243137 ◽

2017 ◽

Author(s):

Lin Feng ◽

Rongrong Sun

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Independent Component ◽

Analysis Approach ◽

Kernel Independent Component Analysis ◽

Detection And Diagnosis

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A Novel Fault Detection and Diagnosis Scheme Based on Independent Component Analysis-Statistical Characteristics: Application on the Tennessee Eastman Benchmark Process

JOURNAL OF CHEMICAL ENGINEERING OF JAPAN ◽

10.1252/jcej.20we045 ◽

2021 ◽

Vol 54 (6) ◽

pp. 304-312

Author(s):

Cheng Zhang ◽

Xiaofang Zheng ◽

Yuan Li

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Independent Component ◽

Statistical Characteristics ◽

Detection And Diagnosis

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Process Fault Detection Method Based on Time Structure Independent Component Analysis and One-Class Support Vector Machine

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.09.689 ◽

2015 ◽

Vol 48 (21) ◽

pp. 1198-1203 ◽

Cited By ~ 2

Author(s):

Lianfang Cai ◽

Xuemin Tian ◽

Hanyuan Zhang

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Independent Component Analysis ◽

Detection Method ◽

Component Analysis ◽

Independent Component ◽

Time Structure ◽

Support Vector

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Correction to “Fault Detection of Nonlinear Processes Using Multiway Kernel Independent Component Analysis”

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.8b02546 ◽

2019 ◽

Vol 58 (6) ◽

pp. 2406-2406

Author(s):

Yingwei Zhang ◽

S. Joe Qin

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Nonlinear Processes ◽

Kernel Independent Component Analysis

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Multiway independent component analysis mixture model and mutual information based fault detection and diagnosis approach of multiphase batch processes

AIChE Journal ◽

10.1002/aic.14051 ◽

2013 ◽

Vol 59 (8) ◽

pp. 2761-2779 ◽

Cited By ~ 18

Author(s):

Jie Yu ◽

Jingyan Chen ◽

Mudassir M. Rashid

Keyword(s):

Fault Detection ◽

Mutual Information ◽

Independent Component Analysis ◽

Mixture Model ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Independent Component ◽

Batch Processes ◽

Detection And Diagnosis ◽

Diagnosis Approach

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Fault detection and diagnosis based on modified independent component analysis

AIChE Journal ◽

10.1002/aic.10978 ◽

2006 ◽

Vol 52 (10) ◽

pp. 3501-3514 ◽

Cited By ~ 278

Author(s):

Jong-Min Lee ◽

S. Joe Qin ◽

In-Beum Lee

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Independent Component ◽

Detection And Diagnosis

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Gas quantitative analysis by combining kernel independent component analysis and least squares support vector machine

2011 International Conference on Electrical and Control Engineering ◽

10.1109/iceceng.2011.6057463 ◽

2011 ◽

Cited By ~ 1

Author(s):

Xiaodong Wang ◽

Jianli Chang ◽

Zhoufang Yu

Keyword(s):

Support Vector Machine ◽

Quantitative Analysis ◽

Independent Component Analysis ◽

Least Squares ◽

Component Analysis ◽

Independent Component ◽

Support Vector ◽

Kernel Independent Component Analysis

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The Method of Fault Detection and Diagnosis for Induction Motors Based on Wavelets and Independent Component Analysis

International Journal of Digital Content Technology and its Applications ◽

10.4156/jdcta.vol5.issue9.45 ◽

2011 ◽

Vol 5 (9) ◽

pp. 405-410

Author(s):

Wang Kai ◽

Bai Ming ◽

Cong Lin ◽

Yang Ting ◽

Sun huayu

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Induction Motors ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Independent Component ◽

Detection And Diagnosis

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Dynamic independent component analysis approach for fault detection and diagnosis

Expert Systems with Applications ◽

10.1016/j.eswa.2010.06.101 ◽

2010 ◽

Vol 37 (12) ◽

pp. 8606-8617 ◽

Cited By ~ 49

Author(s):

George Stefatos ◽

A. Ben Hamza

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Independent Component ◽

Analysis Approach ◽

Detection And Diagnosis

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