Prediction of the strength of mineral-addition concrete using regression analysis

Basit Öğe Kaydı
dc.authorid0000-0003-2213-6155
dc.contributor.authorAtici, U.
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2010
dc.departmentNiğde ÖHÜ
dc.description.abstractThe aim of this study was to develop a method for estimating concrete strength through non-destructive testing (NDT) methods. 27 different concrete mixtures were prepared with additions of high-volume fly ash and blast-furnace slag in place of Portland cement. Tests were then conducted to determine compressive strength (CS), splitting tensile strength (STS), flexural tensile strength (FTS), rebound number (RN) and ultrasonic pulse velocity (UPV) at 3, 7, 28, 90 and 180 days after preparation. The well-known traditional RN and UPV tests were used in this study, and correlations between NDT data and the strength properties of concrete were statistically evaluated using simple regression analysis. The analysis revealed exponential, geometric and power relationships between RN and CS, STS and FTS, respectively, with moderate correlation coefficients of 0.73, 0.72 and 0.72. Exponential and hyperbolic relationships were found between UPV and CS, STS and FTS, yielding correlation coefficients of 0.85, 0.85 and 0.79, respectively. Taking advantage of the fact that UPV and RN are related to different concrete properties, a combined method was applied to estimate concrete strength. The correlation coefficients of the models for CS, STS and FTS were 0.90, 0.84 and 0.88, respectively. The accuracy of the model in predicting CS was verified by statistical tests, and it was found to be reliable in practical situations.
dc.identifier.doi10.1680/macr.2010.62.8.585
dc.identifier.endpage592
dc.identifier.issn0024-9831
dc.identifier.issue8
dc.identifier.scopus2-s2.0-78049422206
dc.identifier.scopusqualityQ1
dc.identifier.startpage585
dc.identifier.urihttps://dx.doi.org/10.1680/macr.2010.62.8.585
dc.identifier.urihttps://hdl.handle.net/11480/4861
dc.identifier.volume62
dc.identifier.wosWOS:000280773900005
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorAtici, U.
dc.language.isoen
dc.publisherICE PUBL
dc.relation.ispartofMAGAZINE OF CONCRETE RESEARCH
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.titlePrediction of the strength of mineral-addition concrete using regression analysis
dc.typeArticle

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu