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A Comprehensive Case Study of Data-Driven Methods for Robust Aircraft Sensor Fault Isolation

Recent catastrophic events in aviation have shown that current fault diagnosis schemes may not be enough to ensure a reliable and prompt sensor fault diagnosis. This paper describes a comparative analysis of consolidated data-driven sensor Fault Isolation (FI) and Fault Estimation (FE) techniques us...

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Detalles Bibliográficos
Autores principales: Cartocci, Nicholas, Napolitano, Marcello R., Costante, Gabriele, Fravolini, Mario L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956534/
https://www.ncbi.nlm.nih.gov/pubmed/33652944
http://dx.doi.org/10.3390/s21051645