Fault diagnosis method of planetary gear transmission system
A technology of planetary gear transmission and fault diagnosis, which is applied in the direction of machine gear/transmission mechanism testing, special data processing applications, instruments, etc., and can solve problems such as slow frequency domain changes
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[0058] The present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments.
[0059] figure 1 It is an overall flowchart of a fault diagnosis method for a planetary gear transmission system. The main fault diagnosis steps are as follows:
[0060] 1) Using homomorphic filtering technology to process the collected vibration signal of the planetary gear transmission system, separate the signal containing fault characteristics and the external excitation background noise signal, and reduce the complexity of the data;
[0061] 2) Using complex cepstrum transform to reconstruct the spectrum of the signal containing fault features after homomorphic filtering, and extract the fault feature information in the vibration signal of the planetary gear transmission system;
[0062] 3) Combined with the vibration mechanism of the planetary gear transmission system, using the support vector machine SVM classifier, taking the time dom...
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