TY - JOUR
T1 - A fast and robust open-switch fault diagnosis method for variable-speed PMSM system
AU - Zhou, Xinxiu
AU - Sun, Jun
AU - Cui, Peiling
AU - Lu, Yanhua
AU - Lu, Ming
AU - Yu, Yang
PY - 2021
Y1 - 2021
N2 - Traditional open-switch fault diagnosis methods suffer from poor rapidity or robustness. To solve this issue, a new differential current observer-based fault diagnosis method is proposed in this article. With the designed differential observer, fault symptoms (residuals) can be generated and adopted for fault diagnosis easily. Considering that the residuals are sensitive to motor operating condition in the conventional model-based method due to model error, an adaptive fault detection threshold is designed. As a result, the false detection and missed detection caused by the change of working condition can be avoided, and stronger robustness against speed, load, and parameter variations can be achieved with superior rapidity compared with existing methods. Finally, the rapidity and robustness of the proposed fault diagnosis method are verified sufficiently through experimental results.
AB - Traditional open-switch fault diagnosis methods suffer from poor rapidity or robustness. To solve this issue, a new differential current observer-based fault diagnosis method is proposed in this article. With the designed differential observer, fault symptoms (residuals) can be generated and adopted for fault diagnosis easily. Considering that the residuals are sensitive to motor operating condition in the conventional model-based method due to model error, an adaptive fault detection threshold is designed. As a result, the false detection and missed detection caused by the change of working condition can be avoided, and stronger robustness against speed, load, and parameter variations can be achieved with superior rapidity compared with existing methods. Finally, the rapidity and robustness of the proposed fault diagnosis method are verified sufficiently through experimental results.
UR - https://hdl.handle.net/1959.7/uws:64459
U2 - 10.1109/TPEL.2020.3013628
DO - 10.1109/TPEL.2020.3013628
M3 - Article
SN - 1941-0107
SN - 0885-8993
VL - 36
SP - 2598
EP - 2610
JO - IEEE Transactions on Power Electronics
JF - IEEE Transactions on Power Electronics
IS - 3
ER -