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Modeling and Fault Diagnosis of Interturn Short Circuit for Five-Phase Permanent Magnet Synchronous Motor

机译:五相永磁同步电动机匝间短路的建模与故障诊断

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Taking advantage of the high reliability, multiphase permanent magnet synchronous motors (PMSMs), such as five-phase PMSM and six-phase PMSM, are widely used in fault-tolerant control applications. And one of the important fault-tolerant control problems is fault diagnosis. In most existing literatures, the fault diagnosis problem focuses on the three-phase PMSM. In this paper, compared to the most existing fault diagnosis approaches, a fault diagnosis method for Interturn short circuit (ITSC) fault of five-phase PMSM based on the trust region algorithm is presented. This paper has two contributions. (1) Analyzing the physical parameters of the motor, such as resistances and inductances, a novel mathematic model for ITSC fault of five-phase PMSM is established. (2) Introducing an object function related to the Interturn short circuit ratio, the fault parameters identification problem is reformulated as the extreme seeking problem. A trust region algorithm based parameter estimation method is proposed for tracking the actual Interturn short circuit ratio. The simulation and experimental results have validated the effectiveness of the proposed parameter estimation method.
机译:利用高可靠性,五相永磁同步电动机和六相永磁同步电动机等多相永磁同步电动机(PMSM)广泛用于容错控制应用中。故障诊断是重要的容错控制问题之一。在大多数现有文献中,故障诊断问题集中在三相PMSM上。与大多数现有的故障诊断方法相比,本文提出了一种基于信任域算法的五相永磁同步电动机匝间短路(ITSC)故障诊断方法。本文有两个贡献。 (1)通过分析电动机的物理参数,如电阻和电感,建立了五相永磁同步电机ITSC故障的数学模型。 (2)通过引入与匝间短路比有关的目标函数,将故障参数识别问题重新表述为极端寻找问题。提出了一种基于信赖域算法的参数估计方法,用于跟踪实际匝间短路比。仿真和实验结果验证了所提参数估计方法的有效性。

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