Multivariate statistical process monitoring using kernel statistical techniques
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Date
2025
Journal Title
Journal ISSN
Volume Title
Publisher
Universite M'Hamed Bougara Boumerdès : Institut de Génie Eléctrique et Eléctronique
Abstract
Fault Detection and Diagnosis (FDD) is an important part of industrial plants because
monitoring systems are responsible for capturing faults as soon as they occur to avoid
major casualties in equipment, operators, and the environment......
Description
84 p. : ill. ; 30 cm
Keywords
Fault detection, Principal component analysis (PCA), Kernel principal component analysis (KPCA), Reduced kernel principal component analysis (RKPCA), Non-linear processes, Correlation dimension, Variogram