JOURNAL ARTICLE

Fault detection based on Kernel Principal Component Analysis

Viet Ha NguyenJean‐Claude Golinval

Year: 2010 Journal:   Engineering Structures Vol: 32 (11)Pages: 3683-3691   Publisher: Elsevier BV
Keywords:
Kernel principal component analysis Nonlinear system Fault detection and isolation Principal component analysis Kernel (algebra) Linear subspace Subspace topology Computer science Artificial intelligence Pattern recognition (psychology) Fault (geology) Field (mathematics) Algorithm Kernel method Mathematics Control theory (sociology) Support vector machine Actuator

Metrics

171
Cited By
24.20
FWCI (Field Weighted Citation Impact)
28
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Structural Health Monitoring Techniques
Physical Sciences →  Engineering →  Civil and Structural Engineering
Fault Detection and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Spectroscopy and Chemometric Analyses
Physical Sciences →  Chemistry →  Analytical Chemistry

Related Documents

JOURNAL ARTICLE

The flywheel fault detection based on Kernel principal component analysis

Gan-hua LiJian-cheng LiYa-ni CaoMinqiang XuKeqiang XiaJun WeiBaojun LanDong Li

Journal:   2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Year: 2019 Vol: 52 Pages: 425-432
JOURNAL ARTICLE

Improved kernel principal component analysis for fault detection

Ping CuiJun LiG Wang

Journal:   Expert Systems with Applications Year: 2007 Vol: 34 (2)Pages: 1210-1219
JOURNAL ARTICLE

Fault Detection via Occupation Kernel Principal Component Analysis

Zachary MorrisonBenjamin P. RussoYingzhao LianRushikesh Kamalapurkar

Journal:   IEEE Control Systems Letters Year: 2023 Vol: 7 Pages: 2695-2700
JOURNAL ARTICLE

Improved dynamic kernel principal component analysis for fault detection

Qi ZhangPeng LiXun LangAimin Miao

Journal:   Measurement Year: 2020 Vol: 158 Pages: 107738-107738
© 2026 ScienceGate Book Chapters — All rights reserved.