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Updated: Jan 10, 2026

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
06:45

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on: October 28, 2022

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基于MTF融合图像和NRBO-SCN方法的永久磁铁同步电机的故障诊断

Yinquan Yu1, Hongping Ge2,3, Giuseppe Carbone4

  • 1School of Mechatronics and Vehicle Engineering, East China Jiaotong University, Nanchang, 330013, China. yu_yinquan@ecjtu.edu.cn.

Scientific reports
|November 27, 2025
PubMed
概括

这项研究引入了一种新的方法来诊断永久磁铁同步电机 (PMSM) 故障,使用马尔科夫过渡场 (MTF) 图像融合和牛顿-拉普森基于优化 (NRBO) 增强的随机配置网络 (SCN). 该方法准确地识别了PMSM异常度和去磁化故障.

关键词:
错误诊断是一个错误的诊断.马尔科夫过渡场是一个过渡场.基于牛顿拉普森的优化永久磁铁同步电机 永久磁铁同步电机随机配置网络的网络配置是随机的.

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