Investigating Machine Learning and Control Theory Approaches for Process Fault Detection: A Comparative Study of KPCA and the Observer-Based Method

The paper focuses on the importance of prompt and efficient process fault detection in contemporary manufacturing industries, where product quality and safety protocols are critical. The study compares the efficiencies of two techniques for process fault detection: Kernel Principal Component Analysi...

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Detalles Bibliográficos
Autores principales: Lajmi, Fatma, Mhamdi, Lotfi, Abdelbaki, Wiem, Dhouibi, Hedi, Younes, Khaled
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422447/
https://www.ncbi.nlm.nih.gov/pubmed/37571683
http://dx.doi.org/10.3390/s23156899

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422447/
https://www.ncbi.nlm.nih.gov/pubmed/37571683
http://dx.doi.org/10.3390/s23156899

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