PREDICTION OF CONFINED COMPRESSIVE STRENGTH OF SQUARE CONCRETE COLUMNS BY ARTIFICIAL NEURAL NETWORKS

Ertekin Öztekin

Makale detayları

PREDICTION OF CONFINED COMPRESSIVE STRENGTH OF SQUARE CONCRETE COLUMNS BY ARTIFICIAL NEURAL NETWORKS

Yazarlar:

Ertekin Öztekin

Yayıncı:

Akdeniz University

Dergi:

International Journal of Engineering and Applied Sciences 2012 Vol.4 Issue 3, pp.17-35

Belge Tipi:

Makale

Yayın Tarihi:

8/2012

Belge Dili:

Türkçe

Document ID (Org No.):

2000459695

Sıklık:

Üç Aylık

eISSN:

1309-0267

Özet:

 

This paper presents the application of artificial neural networks (ANN) for prediction of confined compressive strength of square concrete columns. Experimental data of 252 normal and high strength square concrete column were collected from the literature to develop an ANN model with input parameters consisting of yield strengths, numbers and diameters of longitudinal and transverse reinforcements, characteristic concrete strength, concrete cover thickness, specimen dimension, transverse reinforcement spacing and six different transverse reinforcement configurations. Confined compressive strength predictions of square concrete columns by ANN were compared to some analytical models and were found very promising.

Makale detayları

PREDICTION OF CONFINED COMPRESSIVE STRENGTH OF SQUARE CONCRETE COLUMNS BY ARTIFICIAL NEURAL NETWORKS

Yazarlar: Ertekin Öztekin

Yayıncı: Akdeniz University

Dergi: International Journal of Engineering and Applied Sciences 2012 Vol.4 Issue 3, pp.17-35

Belge Tipi: Makale

Yayın Tarihi: 8/2012

Belge Dili: Türkçe

Document ID (Org No.): 2000459695

Sıklık: Üç Aylık

eISSN: 1309-0267

Sayı

Yazarlar:

Ertekin Öztekin

Yayıncı:

Akdeniz University

Dergi:

International Journal of Engineering and Applied Sciences 2012 Vol.4 Issue 3, pp.17-35

Belge Tipi:

Makale

Yayın Tarihi:

8/2012

Belge Dili:

Türkçe

Document ID (Org No.):

2000459695

Sıklık:

Üç Aylık

eISSN:

1309-0267