首页> 外国专利> FAULT DIAGNOSIS METHOD FOR SERIES HYBRID ELECTRIC VEHICLE AC/DC CONVERTER

FAULT DIAGNOSIS METHOD FOR SERIES HYBRID ELECTRIC VEHICLE AC/DC CONVERTER

机译:串联式混合动力汽车交/直流转换器的故障诊断方法

摘要

A fault diagnosis method for a series hybrid electric vehicle AC/DC converter, implementing identifying and diagnosing of an open circuit fault of a power electronic components in an AC/DC converter, and including the following steps: first, establishing a simulation model for a series hybrid electric vehicle AC/DC converter, and selecting a DC bus output current as a fault characteristic; then classifying fault types according to a quantity and locations of faulty power electronic components; next, decomposing the fault characteristic, that is, the DC bus output current by means of fast Fourier transform to different frequency bands, and selecting harmonic ratios of the different frequency bands as fault diagnosing eigenvectors; and finally, identifying the fault types by using a genetic algorithm-based BP neural network.
机译:一种用于混合动力电动汽车交流/直流转换器的故障诊断方法,实现了对交流/直流转换器中的电力电子元件的开路故障的识别和诊断,包括以下步骤:首先,建立用于交流/直流转换器的仿真模型。串联式混合动力电动汽车交流/直流转换器,并选择直流母线输出电流作为故障特性;然后根据故障电力电子元件的数量和位置对故障类型进行分类;其次,通过快速傅里叶变换将故障特性即直流母线输出电流分解为不同的频带,并选择不同频带的谐波比作为故障诊断特征向量。最后,使用基于遗传算法的BP神经网络识别故障类型。

著录项

  • 公开/公告号US2019242936A1

    专利类型

  • 公开/公告日2019-08-08

    原文格式PDF

  • 申请/专利权人 WUHAN UNIVERSITY;

    申请/专利号US201816003115

  • 发明设计人 YIGANG HE;YARU ZHANG;HUI ZHANG;KAIPEI LIU;

    申请日2018-06-08

  • 分类号G01R31;G07C5/08;G01R31/40;G06N3/04;

  • 国家 US

  • 入库时间 2022-08-21 12:06:27

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