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Fault diagnosis using recursive least square algorithm for permanent magnet synchronous motor drives

机译:用于永磁同步电动机驱动器的递归最小二乘算法的故障诊断

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This paper proposes a novel diagnosis scheme using parameter estimation of stator resistance, especially, in subject to the open-phase faults of PMSM drives. The stator resistances of PMSM are estimated by recursive least square (RLS) algorithm in real time. The fault diagnosis is achieved by analyzing the estimated stator resistance of each phase according to fault condition. The proposed diagnosis scheme is implemented without any extra devices. Moreover, the estimated parameter information can be used in order to improve the control performance. The feasibility of the proposed fault diagnosis scheme is proved by simulation and experimental results.
机译:本文提出了一种新颖的使用定子估计的诊断方案,特别是在PMSM驱动器的开放相故障受到的影响。 PMSM的定子电阻由实时递归最小二乘(RLS)算法估计。 通过根据故障条件分析每个相的估计定子电阻来实现故障诊断。 建议的诊断计划在没有任何额外设备的情况下实施。 此外,可以使用估计的参数信息来提高控制性能。 通过模拟和实验结果证明了所提出的故障诊断方案的可行性。

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