کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4911595 | 1428460 | 2017 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Modelling the strength of lightweight foamed concrete using support vector machine (SVM)
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
سایر رشته های مهندسی
مهندسی عمران و سازه
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Modelling the strength of lightweight foamed concrete using support vector machine (SVM) Modelling the strength of lightweight foamed concrete using support vector machine (SVM)](/preview/png/4911595.png)
چکیده انگلیسی
Support vector machine model was proposed and developed for the prediction of concrete compressive strength at early age. The variables used in the prediction models were from the knowledge of the mix proportion elements and 7-day compressive strength. The models provide good estimation of compressive strength and yielded good correlations with the data used in this study relative to nonlinear multivariable regression. Moreover, the SVM model proved to be significant tool in prediction compressive strength of lightweight foamed concrete with minimal mean square errors and standard deviation.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Case Studies in Construction Materials - Volume 6, June 2017, Pages 8-15
Journal: Case Studies in Construction Materials - Volume 6, June 2017, Pages 8-15
نویسندگان
Abbas M. Abd, Suhad M. Abd,