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...

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Bibliographic Details
Main Author: Gregory Provan
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/16/4/178