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1 International Journal of Applied Mechanics and Engineering

1 2001

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Active suspension control for vehicles and numerical calculations by using artificial neural networks

Ozyigit H. A., Oz H. R., Karlik B.

International Journal of Applied Mechanics and Engineering

2001

Vol. 6, no 3

613-626

The increase in vehicle speed, unsuitable road conditions and comfort demand have resulted in extensive research on vibration control of vehicle systems. In this paper, firstly, a specific passenger car (with a conventional suspension system) was considered including the vertical body displacements for sinusoidal road functions. Secondly, passive and active vibration control cases are studied to eliminate the body deflections. Thirdly, a new calculation method, namely artificial neural networks (ANN), for control force values was proposed for the active suspension system. In ANN application, feed-forward, multi-layer perceptron and back-propagation algorithm are used. By training calculated control values the required values were obtained by using ANN application. The analysis is performed in frequency domain.