Brushless synchronous generator turn-to-turn short circuit fault detection using multilayer neural network

• Main Authors: Tun, Pyae Phyo, Kumar, Padmanabhan Sampath, Pratama, Ryan Arya, Liu, Shuyong
• Other Authors: 2018 Asian Conference on Energy, Power and Transportation Electrification (ACEPT)
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Brushless Synchronous Generator; Power Generation
• Online Access: https://hdl.handle.net/10356/146694
• Institution: Nanyang Technological University

Stator winding short circuit is one of the faults that occur frequently in electrical machines. Therefore, fault detection and elimination in electric drive systems is necessary for safety-critical applications in order not to cause catastrophic failure to the machine in a short time. This paper rev...