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Prediction of Splitting Tensile Strength from Cylinder Compressive Strength of Concrete by Support Vector Machine
Joint Authors
Xu, Hongbing
Yan, Kezhen
Liu, Pei
Shen, Guanghui
Source
Advances in Materials Science and Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-09-03
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Engineering Sciences and Information Technology
Abstract EN
Compressive strength and splitting tensile strength are both important parameters that are utilized for characterization concrete mechanical properties.
This paper aims to show a possible applicability of support vector machine (SVM) to predict the splitting tensile strength of concrete from compressive strength of concrete, a SVM model was built, trained, and tested using the available experimental data gathered from the literature.
All of the results predicted by the SVM model are compared with results obtained from experimental data, and we found that the predicted splitting tensile strength of concrete is in good agreement with the experimental data.
The splitting tensile strength results predicted by SVM are also compared to those obtained by using empirical results of the building codes and various models.
These comparisons show that SVM has strong potential as a feasible tool for predicting splitting tensile strength from compressive strength.
American Psychological Association (APA)
Yan, Kezhen& Xu, Hongbing& Shen, Guanghui& Liu, Pei. 2013. Prediction of Splitting Tensile Strength from Cylinder Compressive Strength of Concrete by Support Vector Machine. Advances in Materials Science and Engineering،Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-483881
Modern Language Association (MLA)
Yan, Kezhen…[et al.]. Prediction of Splitting Tensile Strength from Cylinder Compressive Strength of Concrete by Support Vector Machine. Advances in Materials Science and Engineering No. 2013 (2013), pp.1-13.
https://search.emarefa.net/detail/BIM-483881
American Medical Association (AMA)
Yan, Kezhen& Xu, Hongbing& Shen, Guanghui& Liu, Pei. Prediction of Splitting Tensile Strength from Cylinder Compressive Strength of Concrete by Support Vector Machine. Advances in Materials Science and Engineering. 2013. Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-483881
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-483881