Online and Offline Diagnosis of Motor Power Cables Based on 1D CNN and Periodic Burst Signal Injection

Online and Offline Diagnosis of Motor Power Cables Based on 1D CNN and Periodic Burst Signal Injection

We introduce a new approach for online and offline soft fault diagnosis in motor power cables, utilizing periodic burst injection and nonintrusive capacitive coupling. We focus on diagnosing soft faults because local cable modifications or soft faults that occur without any indication while the cabl...

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Bibliographic Details
Main Authors: Heonkook Kim, Hyeyun Jeong, Hojin Lee, Sang Woo Kim
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Sensors
Subjects:
cable fault
1D CNN
soft faults
industrial robots
online detection
Online Access:https://www.mdpi.com/1424-8220/21/17/5936

Internet

https://www.mdpi.com/1424-8220/21/17/5936

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