An intelligent time-adaptive data-driven method for sensor fault diagnosis in induction motor drive system

• Main Authors: Gou, Bin, Xu, Yan, Xia, Yang, Wilson, Gary, Liu, Shuyong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: Data-driven Method; Engineering::Electrical and electronic engineering; Inverters
• Online Access: https://hdl.handle.net/10356/107573; http://hdl.handle.net/10220/50320; http://dx.doi.org/10.1109/TIE.2018.2880719
• Institution: Nanyang Technological University

Three-phase pulsewidth modulation inverter fed induction motor drive system is widely applied in high power drive applications. Sensor faults are very common in the drive system, which, once occur, might result in degraded system performance or even system shutdown. In order to rapidly and accuratel...