Title :
Fault diagnosis for open-phase faults of permanent magnet synchronous motor drives using Extended Kalman Filter
Author :
Ahn, Sung-Guk ; Park, Byoung-Gun ; Kim, Rae-young ; Hyun, Dong-seok
Author_Institution :
Dept. of Electr. Eng., Hanyang Univ., Hanyang, South Korea
Abstract :
The reliability of the PMSM drives is the one of critical factors in several industries, in particularly, the areas where the precise operation and/or high performance are required. This paper proposes a novel diagnosis scheme using Extend Kalman Filter (EKF), especially, in subject to the open-phase faults of the inverter switches. The stator resistances of PMSM are estimated by the EKF in real time. The proposed diagnosis scheme is implemented without any extra devices. Moreover, since it uses a simple algorithm by analyzing only estimated stator resistances of each phase, the detection speed becomes fast. The feasibility of the proposed fault diagnosis scheme is proved by several simulation and experimental results.
Keywords :
Kalman filters; fault diagnosis; invertors; permanent magnet motors; synchronous motor drives; PMSM drives reliability; extended Kalman filter; fault diagnosis; open-phase faults; permanent magnet synchronous motor drives; Circuit faults; Fault detection; Fault diagnosis; Integrated circuit modeling; Kalman filters; Resistance; Stators;
Conference_Titel :
IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Glendale, AZ
Print_ISBN :
978-1-4244-5225-5
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2010.5675176