Noise invariant partial discharge classification based on convolutional neural network

• Main Authors: Raymond, Wong Jee Keen, Xin, Chong Wan, Kin, Lai Weng, Illias, Hazlee Azil
• Format: Article
• Published: Elsevier 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.um.edu.my/26580/
• Institution: Universiti Malaya

Partial discharge (PD) pattern recognition is essential since it can help to identify the nature of the insulation defect. Numerous machine learning models have been utilized for PD classification applications in the past. However, traditional machine learning models rely on manual feature extractio...