Explainable AI Algorithms for Vibration Data-Based Fault Detection: Use Case-Adadpted Methods and Critical Evaluation

Analyzing vibration data using deep neural networks is an effective way to detect damages in rotating machinery at an early stage. However, the black-box approach of these methods often does not provide a satisfactory solution because the cause of classifications is not comprehensible to humans. The...

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Detalles Bibliográficos
Autores principales: Mey, Oliver, Neufeld, Deniz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9736871/
https://www.ncbi.nlm.nih.gov/pubmed/36501736
http://dx.doi.org/10.3390/s22239037

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9736871/
https://www.ncbi.nlm.nih.gov/pubmed/36501736
http://dx.doi.org/10.3390/s22239037

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