×

Neural network applications to vehicle’s vibration analysis. (English) Zbl 1062.70582

Summary: This paper investigates the variation of vertical vibrations of vehicles using a neural network (NN). The NN is a radial basis NN, which is employed to predict the amplitude of acceleration for different road conditions such as concrete, waved stone block paved and country roads. Proposed neural system is also tested for different natural frequencies of the vehicle’s body and the damping ratios of shock absorber. This method is conceptually straightforward, and it is also applicable to other type vehicles for practical purposes.

MSC:

70E60 Robot dynamics and control of rigid bodies
74H45 Vibrations in dynamical problems in solid mechanics
92B20 Neural networks for/in biological studies, artificial life and related topics
PDFBibTeX XMLCite
Full Text: DOI