The Prediction Of Heat Transfer And Fluid Characteristics For Equilateral Triangular Bodies In Tandem Arrangement By Artificial Neural Networks

Eyüphan MANAY; Sibel GUNES; Esra AKCADIRCI; Veysel OZCEYHAN; Ugur CAKIR; Omer COMAKLI

Makale detayları

The Prediction Of Heat Transfer And Fluid Characteristics For Equilateral Triangular Bodies In Tandem Arrangement By Artificial Neural Networks

Yazarlar:

Eyüphan MANAY | Sibel GUNES | Esra AKCADIRCI | Veysel OZCEYHAN | Ugur CAKIR | Omer COMAKLI

Yayıncı:

Gazi University

Dergi:

Gazi University Journal of Science 2012 Vol.25 Issue 2, pp.505-517

Belge Tipi:

Makale

Yayın Tarihi:

4/2012

Belge Dili:

İngilizce

Document ID (Org No.):

2000429361

eISSN:

2147-1762

Özet:

 

The objective of this study is to investigate the effect of the spacing between equilateral dual triangular bodies symmetrically placed into the channel axis under steady state conditions on heat transfer and fluid characteristics by using artificial neural networks (ANN). The Back Propagation (BP) training algorithm was applied to train the model. The successful application proved that ANN model can be used for predicting the Nusselt number and skin friction coefficient as a convenient and effective method. The distribution of local Nusselt number, skin friction coefficient along the channel wall and overall enhancement ratio of all investigated cases are presented.

Makale detayları

The Prediction Of Heat Transfer And Fluid Characteristics For Equilateral Triangular Bodies In Tandem Arrangement By Artificial Neural Networks

Yazarlar: Eyüphan MANAY | Sibel GUNES | Esra AKCADIRCI | Veysel OZCEYHAN | Ugur CAKIR | Omer COMAKLI

Yayıncı: Gazi University

Dergi: Gazi University Journal of Science 2012 Vol.25 Issue 2, pp.505-517

Belge Tipi: Makale

Yayın Tarihi: 4/2012

Belge Dili: İngilizce

Document ID (Org No.): 2000429361

eISSN: 2147-1762

Sayı

Yazarlar:

Eyüphan MANAY | Sibel GUNES | Esra AKCADIRCI | Veysel OZCEYHAN | Ugur CAKIR | Omer COMAKLI

Yayıncı:

Gazi University

Dergi:

Gazi University Journal of Science 2012 Vol.25 Issue 2, pp.505-517

Belge Tipi:

Makale

Yayın Tarihi:

4/2012

Belge Dili:

İngilizce

Document ID (Org No.):

2000429361

eISSN:

2147-1762