Fault detection based on Kernel Principal Component Analysis

Viet Ha Nguyen; Jean‐Claude Golinval

doi:10.1016/j.engstruct.2010.08.012

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JOURNAL ARTICLE

Fault detection based on Kernel Principal Component Analysis

Viet Ha Nguyen Jean‐Claude Golinval

Year: 2010 Journal: Engineering Structures Vol: 32 (11)Pages: 3683-3691 Publisher: Elsevier BV

DOI: 10.1016/j.engstruct.2010.08.012

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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

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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

Fault detection based on Kernel Principal Component Analysis

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Citation History

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