GUAN Minyuan, LOU Ping, JIN Guoliang, et al. Fault Diagnosis of Gas Insulated Switchgear (GIS) Based on Hilbert-Huang Transform (HHT) of On-line Ultrasonic Detection Signals[J]. High voltageapparatus, 2019, 55(6): 23-30.
GUAN Minyuan, LOU Ping, JIN Guoliang, et al. Fault Diagnosis of Gas Insulated Switchgear (GIS) Based on Hilbert-Huang Transform (HHT) of On-line Ultrasonic Detection Signals[J]. High voltageapparatus, 2019, 55(6): 23-30. DOI: 10.13296/j.1001-1609.hva.2019.06.003.
Fault Diagnosis of Gas Insulated Switchgear (GIS) Based on Hilbert-Huang Transform (HHT) of On-line Ultrasonic Detection Signals
A fault diagnosis approach for gas insulated switchgear (GIS) is proposed based on the time-frequency characteristic of on-line ultrasonic detection signal. Firstly
the Hilbert amplitude spectrum of the signal envelopes is obtained by using Hilbert-Huang transform (HHT). Then
the Hilbert marginal spectrum and the smoothness index are derived
which express the total intensity and smoothness of different frequency components in the ultrasonic signal
respectively. The Hilbert marginal spectrum is combined with the smoothness index to intuitively illustrate the time-frequency characteristics of the ultrasonic signal
hence the abnormal condition in the GIS chamber could be inferred. Three practical cases show that the present approach can identify the time-frequency characteristics of the on-line ultrasonic detection signals relating to corona partial discharge
floating potential partial discharge and mechanical vibration.