基于电压的支持向量机电机开路故障诊断方法,无需额外硬件

N. Freire, J. Estima, A. Cardoso
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引用次数: 27

摘要

电力驱动的广泛应用使得人们对其状态监测和故障诊断越来越感兴趣。对于电源开关开路故障诊断,所提出的基于电压的方法需要额外的硬件,增加了系统成本。因此,行业接受度可能较低。因此,本文提出了一种新的基于电压的无附加传感器的空间矢量调制(SVM)馈入永磁同步电机(PMSM)电压源逆变器开路故障诊断方法,该方法采用基于电机电流模型的磁链观测器来估计电机端电压。该诊断方法使用参考电压和估计电压之间误差的平均值。它在直接转矩控制(DTC)永磁同步电机驱动器中的实现意味着最小的额外计算工作量,因为磁链观测器通常已经可用。给出了DTC和矢量控制PMSM驱动器的几个实验结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A voltage-based approach for open-circuit fault diagnosis in voltage-fed SVM motor drives without extra hardware
The widespread use of electric drives has led to an increasing interest in their condition monitoring and fault diagnostics. Regarding power switch open-circuit fault diagnosis, the proposed voltage-based approaches require additional hardware, increasing the system cost. Thus, the industry acceptance may be low. Therefore, this paper proposes a new voltage-based approach for open-circuit faults diagnosis in voltage source inverters with space vector modulation (SVM) feeding permanent magnet synchronous motors (PMSM) without additional sensors, by employing a flux observer based on the machine current model, which allows to estimate the motor terminal voltages. The diagnostic method uses the average values of the errors between the reference and the estimated voltages. Its implementation in a direct torque controlled (DTC) PMSM drive implies a minimum additional computational effort, because the flux observer is usually already available. Several experimental results are presented for a DTC as well as for a vector controlled PMSM drive.
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