Fault Identification and Localization of a Time−Frequency Domain Joint Impedance Spectrum of Cables Based on Deep Belief Networks

To improve the accuracy of shallow neural networks in processing complex signals and cable fault diagnosis, and to overcome the shortage of manual dependency and cable fault feature extraction, a deep learning method is introduced, and a time−frequency domain joint impedance spectrum is proposed for...

Celý popis

Podrobná bibliografie
Hlavní autoři: Qingzhu Wan, Yimeng Li, Runjiao Yuan, Qinghai Meng, Xiaoxue Li
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2023-01-01
Edice:Sensors
Témata:
On-line přístup:https://www.mdpi.com/1424-8220/23/2/684