TY - JOUR
T1 - Effect of coarse aggregate concentration on the bond properties between steel rebar and concrete within low and medium strength range
AU - Bicakci, Sidar Nihat
AU - Turkmenoglu, Hasan Nuri
AU - Baran, Servan
AU - Kaf, Osama Abo
AU - Maherian, Mahsa Farshbaf
AU - Atahan, Hakan Nuri
N1 - Publisher Copyright:
© 2024 Elsevier Ltd
PY - 2024/10/25
Y1 - 2024/10/25
N2 - Most of the current rules and practices employ medium and high-strength concrete with ribbed rebar. However, there are still many structures that are of low concrete class with non-standard aggregate gradation and also contain plain rebar. In this study, to better understand the behavior of such structures, concrete mixtures with 3 different water-to-cement (W/C) ratios (0.6–0.9–1.2) and 4 different coarse aggregate concentrations (CAC) (0 %-20 %-40 %-60 %) were produced. Compressive strength (CS), elasticity modulus (MOE), and splitting tensile strength (STS) tests were performed on the concrete samples, and the stress-strain relationship was determined. Bond-slip behavior was examined on samples containing both plain and ribbed rebars. The results showed that 40 % CAC mixtures had the highest CS and 60 % CAC mixtures had the highest MOE. Adding coarse aggregate increased STS, bond strength (τu), and residual bond stress (τr). The results obtained from this study were also combined with a similar study conducted on medium and high-strength concrete, and models were proposed for CS, MOE, and τu, τr. It was determined that similar to compressive strength, the MOE was also effective on bond strength significantly. A machine learning method (random forest regression) and feature importance analysis were performed to support the results. The results revealed that CS has the most significant effect on τu and τr, but the effect of MOE and STS was also very significant. Additionally, τr/τu and the s1 (slip value at τu), which is proposed as a constant value in existing studies, increased with increasing CS.
AB - Most of the current rules and practices employ medium and high-strength concrete with ribbed rebar. However, there are still many structures that are of low concrete class with non-standard aggregate gradation and also contain plain rebar. In this study, to better understand the behavior of such structures, concrete mixtures with 3 different water-to-cement (W/C) ratios (0.6–0.9–1.2) and 4 different coarse aggregate concentrations (CAC) (0 %-20 %-40 %-60 %) were produced. Compressive strength (CS), elasticity modulus (MOE), and splitting tensile strength (STS) tests were performed on the concrete samples, and the stress-strain relationship was determined. Bond-slip behavior was examined on samples containing both plain and ribbed rebars. The results showed that 40 % CAC mixtures had the highest CS and 60 % CAC mixtures had the highest MOE. Adding coarse aggregate increased STS, bond strength (τu), and residual bond stress (τr). The results obtained from this study were also combined with a similar study conducted on medium and high-strength concrete, and models were proposed for CS, MOE, and τu, τr. It was determined that similar to compressive strength, the MOE was also effective on bond strength significantly. A machine learning method (random forest regression) and feature importance analysis were performed to support the results. The results revealed that CS has the most significant effect on τu and τr, but the effect of MOE and STS was also very significant. Additionally, τr/τu and the s1 (slip value at τu), which is proposed as a constant value in existing studies, increased with increasing CS.
KW - Bond strength
KW - Bond-slip behavior
KW - Machine learning
KW - Pull-out test
KW - Random forest regression method
UR - http://www.scopus.com/inward/record.url?scp=85205268810&partnerID=8YFLogxK
U2 - 10.1016/j.conbuildmat.2024.138525
DO - 10.1016/j.conbuildmat.2024.138525
M3 - Article
AN - SCOPUS:85205268810
SN - 0950-0618
VL - 449
JO - Construction and Building Materials
JF - Construction and Building Materials
M1 - 138525
ER -