Effectiveness of Wavelet Scalogram on Partial Discharge Pattern Classification of XLPE Cable Insulation

R Sahoo, S Karmakar - IEEE Transactions on Instrumentation …, 2024 - ieeexplore.ieee.org
Detection and classification of partial discharge (PD) signal in XLPE cable is very important
to find out the root cause of insulation failure. The purpose of this work is to improve the …

Partial Discharge Pattern Recognition Based on an Ensembled Simple Convolutional Neural Network and a Quadratic Support Vector Machine

Z Fei, Y Li, S Yang - Energies, 2024 - mdpi.com
Partial discharge (PD) is a crucial and intricate electrical occurrence observed in various
types of electrical equipment. Identifying and characterizing PDs is essential for upholding …

Pattern recognition of partial discharge faults in switchgear using a back propagation neural network optimized by an improved mantis search algorithm

Z Fei, Y Li, S Yang - Sensors, 2024 - mdpi.com
The dependable functioning of switchgear is essential to maintain the stability of power
supply systems. Partial discharge (PD) is a critical phenomenon affecting the insulation of …

Detection of failures in HV surge arrester using chaos pattern with deep learning neural network

CC Hung, MH Wang, SD Lu… - … Science, Measurement & …, 2024 - Wiley Online Library
As a protective component of HV equipment, the primary function of a surge arrester is to
mitigate the impact of surge voltages. When a surge arrester fails, the equipment it protects …