Design of neural predictor for noise analysis of passenger car's engines

Yildrim S., Erkaya S., ESKİ I., UZMAY I.

JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, cilt.67, sa.5, ss.340-347, 2008 (SCI-Expanded, Scopus)

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 67 Sayı: 5
  • Basım Tarihi: 2008
  • Dergi Adı: JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.340-347
  • Erciyes Üniversitesi Adresli: Evet

Özet

This paper presents noise analysis of passenger cars using artificial neural networks (ANNs). The research covers experimental analysis of car's engines and simulation analysis of noise parameters using ANNs. Radial Basis Neural Network (RBNN) type gives superior performance for predicting noise of cars.
This paper presents noise analysis of passenger cars using artificial neural networks (ANNs). The research covers experimental analysis of car’s engines and simulation analysis of noise parameters using ANNs. Radial Basis Neural Network (RBNN) type gives superior performance for predicting noise of cars.