Planetary gearbox fault detection method and device and storage medium

The invention relates to a planetary gearbox fault detection method and device, and a storage medium. The method comprises the following steps: obtaining a vibration signal of a planetary gearbox to be detected; calculating a theoretical value of the fault characteristic frequency of the gearbox; op...

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Hauptverfasser: WANG WEI, YANG XINRUI, FANG CHUANYUN, QI ZHIKUAN
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creator WANG WEI
YANG XINRUI
FANG CHUANYUN
QI ZHIKUAN
description The invention relates to a planetary gearbox fault detection method and device, and a storage medium. The method comprises the following steps: obtaining a vibration signal of a planetary gearbox to be detected; calculating a theoretical value of the fault characteristic frequency of the gearbox; optimizing the parameter combination of the maximum correlation kurtosis deconvolution algorithm based on a sparrow search algorithm to obtain an optimal influence parameter combination; based on the optimal influence parameter combination, performing parameter optimization on a maximum correlation kurtosis deconvolution algorithm; obtaining a deconvolution signal of the vibration signal by using a maximum correlation kurtosis deconvolution algorithm subjected to parameter optimization; carrying out noise reduction processing on the deconvolution signal based on a sparse coding shrinkage algorithm; envelope demodulation operation is carried out on the noise reduction signal, and an envelope spectrum is calculated; an
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subjects CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
MEASURING
PHYSICS
TESTING
TESTING STATIC OR DYNAMIC BALANCE OF MACHINES ORSTRUCTURES
TESTING STRUCTURES OR APPARATUS NOT OTHERWISE PROVIDED FOR
title Planetary gearbox fault detection method and device and storage medium
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