Vibration analysis of an experimental suspension system using artificial neural networks


YILDIRIM Ş. , ESKİ I.

JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, cilt.68, ss.522-529, 2009 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 68 Konu: 6
  • Basım Tarihi: 2009
  • Dergi Adı: JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH
  • Sayfa Sayıları: ss.522-529

Özet

This study analyzes effects of vibrations on comfort and road holding capability of vehicles as observed in variations of suspension springs, road roughness etc. Also, design of non-linear experimental car suspension system for ride qualities using neural networks is presented. Proposed active suspension system has been found more effective in vibration isolation of car body than linear active suspension system. Proposed neural network predictor could be used in vehicle's suspension vibration analysis.