Electric vehicle permanent-magnet synchronous motor stator asymmetry fault diagnosis method
A permanent magnet synchronous motor and electric vehicle technology, applied in the field of drive motor state detection and fault diagnosis, can solve problems such as stator asymmetry, motor asymmetry, frequent operation, etc., to increase operation reliability, ensure operation safety, and apply wide range of effects
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[0032] Embodiments of the invention are described in detail below, examples of which are illustrated in the accompanying drawings. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention.
[0033] In the present invention, the stator currents of the three-phase windings of the motor are first collected, and the collected current signals are subjected to noise reduction processing and feature extraction using the wavelet transform method, and finally the extracted feature quantities are used as the input of the support vector machine system to diagnose the stator of the motor Asymmetrical faults and judgment of fault severity.
[0034] The present invention will be described in further detail below in conjunction with the accompanying drawings.
[0035] The asymmetric fault of the permanent magnet synchronous motor stator of electric vehicles is realized by...
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