Edge-computing-based knowledge distillation and multitask learning for partial discharge recognition

• Main Authors: Ji, Jinsheng, Shu, Zhou, Li, Hongqun, Lai, Kai Xian, Lu, Minshan, Jiang, Guanlin, Wang, Wensong, Zheng, Yuanjin, Jiang, Xudong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Knowledge distillation; Multitask learning
• Online Access: https://hdl.handle.net/10356/176236
• Institution: Nanyang Technological University

Developing an accurate partial discharge (PD) monitoring system for switchgear has attracted significant attention in recent times. Detecting and distinguishing PDs with a portable PD detector is challenging due to the inherent noise interference and the similarity among different PD signals in fiel...