Artificial generation of partial discharge sources through an algorithm based on deep convolutional generative adversarial networks

• Main Authors: Ardila Rey, J. A., Ortiz, J. E., Creixell, W., Muhammad Sukki, F., Bani, N. A.
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2020
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/id/eprint/87821/1/JorgeAlfredoArdila2020_ArtificialGenerationofPartialDischargeSources.pdf; http://eprints.utm.my/id/eprint/87821/; http://www.dx.doi.org/10.1109/ACCESS.2020.2971319
• Institution: Universiti Teknologi Malaysia

The measurement of partial discharges (PD) in electrical equipment or machines subjected to high voltage can be considered as one of the most important indicators when assessing the state of an insulation system. One of the main challenges in monitoring these degradation phenomena is to adequately m...