Classification of Partial Discharges Originating from Multi-level PWM Using Machine Learning
Journal article, 2022
Pulse width modulation
Partial discharges
High-voltage techniques
Partial discharges
Voltage measurement
Feature extraction
Deep learning
Machine learning
pulse width modulation
Feature engineering
Insulation
Switches
Author
Ebrahim Balouji
Chalmers, Mechanics and Maritime Sciences (M2), Combustion and Propulsion Systems
Thomas Hammarström
Chalmers, Electrical Engineering, Electric Power Engineering
Tomas McKelvey
Chalmers, Electrical Engineering, Signal Processing and Biomedical Engineering
IEEE Transactions on Dielectrics and Electrical Insulation
1070-9878 (ISSN) 15584135 (eISSN)
Vol. 29 1 287-294Subject Categories
Computer Vision and Robotics (Autonomous Systems)
Other Electrical Engineering, Electronic Engineering, Information Engineering
DOI
10.1109/TDEI.2022.3148461