A Review on the Classification of Partial Discharges in Medium-Voltage Cables: Detection, Feature Extraction, Artificial Intelligence-Based Classification, and …

H Kumar, M Shafiq, K Kauhaniemi, M Elmusrati - Energies, 2024 - mdpi.com
Medium-voltage (MV) cables often experience a shortened lifespan attributed to insulation
breakdown resulting from accelerated aging and anomalous operational and environmental …

Accurate identification partial discharge of cable termination for high-speed trains based on wavelet transform and convolutional neural network

G Gao, S Zhou, S Yang, K Chen, D Xin, Y Tang… - Electric Power Systems …, 2023 - Elsevier
The cable termination is an important part of the energy transmission of high-speed trains
and is also a weak link in the insulation. It is important to determine the insulation status of …

Efficient partial discharge signal denoising method via adaptive variational modal decomposition for infrared detectors

Y Deng, K Zhu, G Zhao, J Zhu - Infrared Physics & Technology, 2022 - Elsevier
Partial discharge detection is one of the effective means for judging cable insulation
condition. However, subject to the operating environment of the cable, the measured signal …

Novel denoizing method for partial discharge signals using singular value decomposition and spectral subtraction

Y Xu, Y Jing, Y Wang, R He, J Wang… - IET Science …, 2023 - Wiley Online Library
Partial discharge (PD) detection is essential in assessing the insulation state of electrical
equipment. However, PD signals are often overwhelmed by interference, resulting in …

Suppression method of partial discharge interferences based on singular value decomposition and improved empirical mode decomposition

L Li, X Wei - Energies, 2021 - mdpi.com
Partial discharge detection is an important means of insulation diagnosis of electrical
equipment. To effectively suppress the periodic narrowband and white noise interferences in …

Partial discharge (PD) signal detection and isolation on high voltage equipment using improved complete EEMD method

VC Thuc, HS Lee - Energies, 2022 - mdpi.com
Electricity has a crucial function in contemporary civilization. The power grid must be stable
to ensure the efficiency and dependability of electrical equipment. This implies that the high …

Blind source separation of transformer acoustic signal based on sparse component analysis

G Wang, Y Wang, Y Min, W Lei - Energies, 2022 - mdpi.com
In the acoustics-based power transformer fault diagnosis, a transformer acoustic signal
collected by an acoustic sensor is generally mixed with a large number of interference …

Accurate Identification of Partial Discharge Signals in Cable Terminations of High-Speed Electric Multiple Unit Using Wavelet Transform and Deep Belief Network

Z Liu, J Li, T Zhang, S Chen, D Xin, K Liu, K Chen… - Applied Sciences, 2024 - mdpi.com
Cable termination serves as a crucial carrier for high-speed train power transmission and a
weak part of the cable insulation system. Partial discharge detection plays a significant role …

Intelligent Substation Noise Monitoring System: Design, Implementation and Evaluation

W Chen, Y Liu, Y Gao, J Hu, Z Liao, J Zhao - Energies, 2024 - mdpi.com
In recent years, the State Grid of China has placed significant emphasis on the monitoring of
noise in substations, driven by growing environmental concerns. This paper presents a …

Extraction of partial discharge signal in predominant VHF range in the presence of strong noise in power transformer

D Dukanac - Electrical Engineering, 2023 - Springer
To accurately determine the strength and the waveform of the partial discharge (PD) signal,
especially if the source position is far from the ultra-high frequency (UHF) sensor or if the …