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

• Autorzy: Ozyigit H. A. , Oz H. R. , Karlik B.
• Języki publikacji: EN

Abstrakty

EN

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.

Słowa kluczowe

EN

active suspension; artificial neural networks; vibration control

PL

sieci neuronowe

• Wydawca: Oficyna Wydawnicza Uniwersytetu Zielonogórskiego
• Czasopismo: International Journal of Applied Mechanics and Engineering
• Rocznik: 2001
• Tom: Vol. 6, no 3
• Strony: 613--626
• Opis fizyczny: Bibliogr. 15 poz., rys., tab., wykr.

Twórcy

autor

Ozyigit H. A.

autor

Oz H. R.

autor

Karlik B.

• Department of Mechanical Engineering, Celal Bayar University, 45140 Muradiye, Manisa, TURKEY