Application of the Wavelet Fuzzy BP Network in the Automotive Fault Diagnosis

Bing Yan Lu

doi:10.4028/www.scientific.net/AMM.668-669.458

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 668-669Application of the Wavelet Fuzzy BP Network in the...

Application of the Wavelet Fuzzy BP Network in the Automotive Fault Diagnosis

Abstract:

Combined with the wavelet analysis, the fuzzy theory and the BP neural network this paper constructs the fault diagnostic method of the wavelet fuzzy BP network. In the process of the automotive fault diagnosis, through comparing the common BP neural network with the wavelet fuzzy BP network, the result indicates that the wavelet fuzzy BP network has the characteristics of higher precision and faster convergence speed etc.

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Periodical:

Applied Mechanics and Materials (Volumes 668-669)

Pages:

458-461

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.668-669.458

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Online since:

October 2014

Authors:

Bing Yan Lu*

Keywords:

Application, Automobile, Fault Diagnosis, Wavelet Fuzzy BP Network

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* - Corresponding Author

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