Vibration analysis of an experimental suspension system using artificial neural networks

YILDIRIM Ş., ESKİ I.

JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, cilt.68, sa.6, ss.522-529, 2009 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 68 Sayı: 6
  • Basım Tarihi: 2009
  • Dergi Adı: JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.522-529
  • Anahtar Kelimeler: Active suspension system, Neural network, Quarter car test-rig, Vehicle vibrations, ACTIVE VEHICLE SUSPENSIONS, CONTROLLER
  • Erciyes Üniversitesi Adresli: Evet

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.