Toward Explainable AutoEncoder-Based Diagnosis of Dynamical Systems

Autoencoders have been used widely for diagnosing devices, for example, faults in rotating machinery. However, autoencoder-based approaches lack explainability for their results and can be hard to tune. In this article, we propose an explainable method for applying autoencoders for diagnosis, where...

Täydet tiedot

Bibliografiset tiedot
Päätekijä: Gregory Provan
Aineistotyyppi: Artikkeli
Kieli:English
Julkaistu: MDPI AG 2023-03-01
Sarja:Algorithms
Aiheet:
Linkit:https://www.mdpi.com/1999-4893/16/4/178