Neural Network Modelling of Outdoor Noise Levels in a Pilot Area

Yaşar AVŞAR; Arslan SARAL; M. Talha GÖNÜLLÜ

Makale detayları

Neural Network Modelling of Outdoor Noise Levels in a Pilot Area

Yazarlar:

Yaşar AVŞAR | Arslan SARAL | M. Talha GÖNÜLLÜ

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Engineering and Environmental Sciences 2004 Vol.28 Issue 3, pp.149-156

Belge Tipi:

Makale

Yayın Tarihi:

2/2004

Belge Dili:

Türkçe

Document ID (Org No.):

2000745090

Sıklık:

Üç Yıllık

eISSN:

1303-6157

pISSN:

1300-0160

Özet:

 

Noise measurements were made for 16 relevant outdoor points  in the central campus area of Yıldız Technical University.  All  measurements were performed in accordance with Turkish Standards using  an HD 9019 sound level meter.  A new and sophisticated modelling  technique called artificial neural networks was used to model the  variation of noise levels from traffic around the campus area.  The  model inputs were the position of the measurement station, the  geographical situation between the noise source and the measurement  station, wind speed and direction, air temperature and relative  humidity, and time of day.  All parameters were measured throughout  the study for 5 months.

 

Noise measurements were made for 16 relevant outdoor points  in the central campus area of Yıldız Technical University.  All  measurements were performed in accordance with Turkish Standards using  an HD 9019 sound level meter.  A new and sophisticated modelling  technique called artificial neural networks was used to model the  variation of noise levels from traffic around the campus area.  The  model inputs were the position of the measurement station, the  geographical situation between the noise source and the measurement  station, wind speed and direction, air temperature and relative  humidity, and time of day.  All parameters were measured throughout  the study for 5 months.

Makale detayları

Neural Network Modelling of Outdoor Noise Levels in a Pilot Area

Yazarlar: Yaşar AVŞAR | Arslan SARAL | M. Talha GÖNÜLLÜ

Yayıncı: TUBITAK

Dergi: Turkish Journal of Engineering and Environmental Sciences 2004 Vol.28 Issue 3, pp.149-156

Belge Tipi: Makale

Yayın Tarihi: 2/2004

Belge Dili: Türkçe

Document ID (Org No.): 2000745090

Sıklık: Üç Yıllık

eISSN: 1303-6157

pISSN: 1300-0160

Sayı

Yazarlar:

Yaşar AVŞAR | Arslan SARAL | M. Talha GÖNÜLLÜ

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Engineering and Environmental Sciences 2004 Vol.28 Issue 3, pp.149-156

Belge Tipi:

Makale

Yayın Tarihi:

2/2004

Belge Dili:

Türkçe

Document ID (Org No.):

2000745090

Sıklık:

Üç Yıllık

eISSN:

1303-6157

pISSN:

1300-0160