EKF-based fault diagnosis for open-phase faults of PMSM drives

Byoung-Gun Park, Jin-Su Jang, Tae-Sung Kim, D. Hyun
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引用次数: 15

Abstract

The reliability of PMSM drives has been dealt with an important factor in industrial applications requiring a precise operation and high-performance. This paper proposes the fault diagnosis for open-phase faults of PMSM drives using an Extended Kalman Filter (EKF) and DC-link current information. The proposed fault diagnosis can be achieved without additional devices and distinguish where the open-phase fault occurs between PMSM and power electronic equipment. the feasibility of the proposed fault diagnosis scheme is proved by Simulation results.
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基于ekf的永磁同步电机开相故障诊断
在需要精确操作和高性能的工业应用中,永磁同步电机驱动器的可靠性已经成为一个重要因素。本文提出了利用扩展卡尔曼滤波(EKF)和直流链路电流信息对永磁同步电动机开相故障进行故障诊断的方法。该方法可以在不需要额外设备的情况下进行故障诊断,并且可以区分出PMSM和电力电子设备之间的开相故障发生位置。仿真结果验证了所提故障诊断方案的可行性。
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