Sensor Fault Detection and Isolation Based on Variable Moving Window KPCA

DOI10.1007/978-981-15-1746-4_2zbMath1464.62530OpenAlexW3008547080MaRDI QIDQ5857255

Mohamed-Faouzi Harkat, Majdi Mansouri, Nasreddine Bouguila, Radhia Fezai, Okba Taouali

Publication date: 31 March 2021

Published in: Diagnosis, Fault Detection & Tolerant Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-981-15-1746-4_2

zbMATH Keywords

fault detectionprincipal component analysis (PCA)fault isolationkernel PCA (KPCA)moving window KPCA (MWKPCA)partial VMWKPCAvariable MWKPCA (VMWKPCA)

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Applications of statistics in engineering and industry; control charts (62P30)

Cites Work

• Multivariate SPC Charts for Monitoring Batch Processes