Prediction of the Elastic Modulus of Self-Compacting Concrete Based on SVM

Yan Fei Cao; Wei Wu; Han Lei Zhang; Jun Ming Pan

doi:10.4028/www.scientific.net/AMM.357-360.1023

Paper Titles

Research on Controlled Permeability Formwork of Nonwoven Fabrics to Retain the Humidity on the Concrete Surface
p.1004

The Application of High Strength/Performance Concrete in Chinese Construction
p.1008

Development of High Volume Fly Ash Concrete (HVFAC) in Czech Republic
p.1012

Mechanical Property of Brucite Fiber Reinforced Composite Material
p.1019

Prediction of the Elastic Modulus of Self-Compacting Concrete Based on SVM
p.1023

The Performance Evaluation of Glass Fiber Reinforced Concrete (GFRC)
p.1027

Refractory Performance Study on Foamed Concrete and Concrete
p.1034

On the Application of Green Ionic Liquids in the Preparation Process of the Gel-Type Wood Composites Materials
p.1039

Experimental Research on Bamboo Fiber Reinforced Concrete
p.1045

HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 357-360Prediction of the Elastic Modulus of...

Prediction of the Elastic Modulus of Self-Compacting Concrete Based on SVM

Abstract:

With the powerful regression and fitting of support vector machines in uncertainty and the non-linear,based on the determination of the content of the coarse aggregate and characteristic parameters, this paper established a predictive model of self-compacting concrete elastic modulus based on support vector machine.Through analysis and comparison with experimental results, it proves the accuracy and effectiveness of the model.

You might also be interested in these eBooks

Architecture, Building Materials and Engineering Management

View Preview

Info:

Periodical:

Applied Mechanics and Materials (Volumes 357-360)

Pages:

1023-1026

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.357-360.1023

Citation:

Cite this paper

Online since:

August 2013

Authors:

Yan Fei Cao*, Wei Wu, Han Lei Zhang, Jun Ming Pan

Keywords:

Coarse Aggregate, Elastic Modulus, Self-Compacting Concrete (SCC), Support Vector Machine (SVM)

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

* - Corresponding Author

References

[1] Zhijian Yang. Research in the impacting factors of self-compacting concrete elastic modulus [D]. Hunan university. 2011. 5. In Chinese.

Google Scholar

[2] Qizhi Xu, Banghong Chen, ZhilongXu. Prediction RBF model of early concrete elastic modulus [J]. Concrete. 2010(8). In Chinese.

Google Scholar

[3] Donghui Liu. Research of the optimal parameter selection of support vector machine (SVM) [J]. Journal of hebei university of science and technology. 2009, 3. In Chinese.

Google Scholar

[4] Hao Liu. Experimental study of the coarse aggregate effect on performance of self-compacting concrete [J]. Commercial concrete. 2008（1）. In Chinese.

Google Scholar

[5] Binfeng Liu. C50 Research on the influence of the configuration and the coase aggregate on the self-compacting concrete elastic modulus [D]. Central south university, 2007, 5. In Chinese.

Google Scholar