Comparative analysis of machine learning and deep learning techniques on classification of artificially created partial discharge signal

Condition monitoring techniques for electrical equipment-a literature survey

Yinuo Han, Yun‐Heub Song · IEEE Transactions on Power Delivery · 2003 · 375 citations

Fault Diagnosis, Engineering, Diagnosis +17

Partial discharge source discrimination using a support vector machine

Liangliang Hao, P. L. Lewin · IEEE Transactions on Dielectrics and Electrical Insulation · 2010 · 170 citations

Partial Discharge, Engineering, Machine Learning +20

A Novel Application of Deep Belief Networks in Learning Partial Discharge Patterns for Classifying Corona, Surface, and Internal Discharges

Masoud Karimi, Mehrdad Majidi, Hamed Mirsaeedi et al. · IEEE Transactions on Industrial Electronics · 2019 · 153 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Pattern recognition techniques and their applications for automatic classification of artificial partial discharge sources

Hui Ma, Jeffery C. Chan, Tapan Kumar Saha et al. · IEEE Transactions on Dielectrics and Electrical Insulation · 2013 · 149 citations · Full text

Fault Diagnosis, Electrical Engineering, Condition Monitoring +15

Partial Discharge Classification Using Deep Learning Methods—Survey of Recent Progress

Sonia Barrios, David Buldain, María Paz Comech et al. · Energies · 2019 · 105 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +17