Abstract
In this paper, a diagnostic method based on symmetrical and DC components is presented for multiple open-circuit faults (OCFs) in a three-phase permanent magnet synchronous motor drive. The remaining phase currents under faulty situations are theoretically analyzed based on the Fourier series method and the mechanism of torque generation. To evaluate the asymmetry and discriminate fault types, the magnitude ratio of the positive sequence to the negative sequence of phase currents is designed as a fault detection index. Thereafter, the DC components of the phase currents in different reference frames are utilized to locate faults. Specifically, the polarities of the DC contents in the natural reference frame are utilized to locate a single OCF and two OCFs in different legs. Two OCFs in the same leg are diagnosed by evaluating the signs of the phase currents in the dq reference frame with a negative rotating direction. The simulated and experimental results validate the effectiveness of the developed method in fault detection and robustness against operating point and motor parameter variations.
Highlights
Condition monitoring and fault diagnosis techniques have gained considerable research interest in recent years in the field of electric motor drives [1,2,3]
The results indicate that the developed algorithm is load-independent
Based on the symmetrical component (SC) theory and DC component, a diagnostic approach for open-circuit faults (OCFs) in permanent magnet synchronous motor (PMSM) drives is presented in this paper
Summary
Condition monitoring and fault diagnosis techniques have gained considerable research interest in recent years in the field of electric motor drives [1,2,3]. A renowned current-based method is Park’s vector approach, which has been used successfully for condition monitoring of electric motor drives and diagnosis of several types of malfunctions It has shown high diagnostic effectiveness and robust performance against false alarms [13,14]. [19], a cost function-based open-phase fault (OPF) diagnostic method was proposed for PMSM drives, where the output of the cost function in the model predictive current control is utilized to monitor the system conditions. The patterns of magnitude and phase angle changes of the fundamental content in the SC were investigated and utilized to identify different types of OPFs. considering the OCF diagnosis, most existing SC-based schemes are concentrated on open-phase failures.
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