Modeling of mechanical properties and bond relationship using data mining process

YÜCEL, Kemal; Ozel, CENGİZ

doi:10.1016/j.advengsoft.2011.09.020

Modeling of mechanical properties and bond relationship using data mining process

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YÜCEL K. T., Ozel C.

ADVANCES IN ENGINEERING SOFTWARE, vol.45, no.1, pp.54-60, 2012 (SCI-Expanded)

Publication Type: Article / Article
Volume: 45 Issue: 1
Publication Date: 2012
Doi Number: 10.1016/j.advengsoft.2011.09.020
Journal Name: ADVANCES IN ENGINEERING SOFTWARE
Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Page Numbers: pp.54-60
Süleyman Demirel University Affiliated: Yes

Abstract

Reinforced concrete is a widely used construction material. Its properties depend on the bond between the reinforcing bar and concrete as much as the compressive strength or properties of the reinforcing bar because of component of construction expose to both flexural and bond together compressive loads. In this paper, the bond properties of concretes with different mix designs were investigated according to the results of compressive, flexural, bond, and flexural-bond tests. The data mining (DM) process was used to determine relationships among the test results and DM algorithms. Seventeen modeling techniques within WEKA were applied to the experimental data for the prediction of bond properties.