Current Only-Based Fault Diagnosis Method for Industrial Robot Control Cables

With the growth of factory automation, deep learning-based methods have become popular diagnostic tools because they can extract features automatically and diagnose faults under various fault conditions. Among these methods, a novelty detection approach is useful if the fault dataset is imbalanced a...

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Bibliographic Details
Main Authors: Heonkook Kim, Hojin Lee, Sang Woo Kim
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/5/1917