Size effect in splitting diagonal cubes

Similar documents
Studies on ductility of RC beams in flexure and size effect

EFFECTS OF FIBER ON FRACTURE PROPERTIES OF LIGHT WEIGHT CONCRETE MADE FLY-ASH PELLETIZED AGGREGATES

A H M 531 C The Civil Engineering Center

Size Effect on Flexural Behaviour of Reinforced High Strength Concrete Beams

CHAPTER 4 PUNCHING SHEAR BEHAVIOUR OF RECYCLED AGGREGATE CONCRETE TWO WAY SLABS

EXPERIMENTAL INVESTIGATION ON THE INTERACTION OF REINFORCED CONCRETE FRAMES WITH PRECAST-PRESTRESSED CONCRETE FLOOR SYSTEMS

Size Effect Study of Sawdust Ash-Concrete under Compressive Load

FRACTURE IN METAKAOLIN CONCRETE UNDER DIFFERENT LOADING CONDITIONS

EXPERIMENTAL AND NUMERICAL INVESTIGATIONS OF CONCRETE BEHAVIOUR AT MESO-LEVEL DURING QUASI-STATIC SPLITTING TENSION

Effect of loading condition, specimen geometry, size-effect and softening function on double-k fracture parameters of concrete

In-plane testing of precast concrete wall panels with grouted sleeve

FRACTURE ENERGY OF NORMAL STRENGTH CONCRETE,

INTERNATIONAL JOURNAL OF APPLIED ENGINEERING RESEARCH, DINDIGUL Volume 1, No 2, 2010

FRACTURE PROPERTIES OF MODE II FOR HIGH STRENGTH CONCRETE

CHAPTER 5 FRESH AND HARDENED PROPERTIES OF CONCRETE WITH MANUFACTURED SAND

Nonlinear concrete behaviour

PRESTRESSED CONCRETE STRUCTURES. Amlan K. Sengupta, PhD PE Department of Civil Engineering Indian Institute of Technology Madras

Size Effect on the Load Carrying Capacity of Normal and Lightweight Concrete Filled Square Steel Tube Composite Columns

Serviceability limit state of two-way reinforced concrete slab strengthened with different techniques

SIZE EFFECT ON CONFINING STRESS OF CIRCULAR CONCRETE FILLED IN STEEL TUBE UNDER AXIAL COMPRESSION

Experimental behaviour of reinforcedconcrete continuous deep beams A.F. Ashour Department of Civil and Environmental Engineering, University of

PRIMARY AND SECONDARY REINFORCEMENTS IN CORBELS UNDER COMBINED ACTION OF VERTICAL AND HORIZONTAL LOADINGS

Study of Shear Behavior of RC Beams: Non Linear Analysis

REVIEW ON SHEAR SLIP OF SHEAR KEYS IN BRIDGES

INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume 1, No 3, 2010

Effect of web reinforcement on shear strength of shallow wide beams

LOCALIZED FRACTURE LENGTH AND FRACTURE ENERGY OF CONCRETE IN COMPRESSION ABSTRACT

Structural Behavior of Self-Compacting Concrete Elements

Comparative Size Effect Study of Concrete Made With Materials Possessing Pozzolanic Properties

International Journal of Advance Engineering and Research Development. Analytical Investigation on Behaviour of RC Framed Corner Joints

3 METHODOLOGY. 3.1 Research design

CHAPTER 6 POLYPROPYLENE FIBRE REINFORCED GEOPOLYMER CONCRETE COMPOSITES

STRENGTHENING OF UNBONDED POST-TENSIONED CONCRETE SLABS USING EXTERNAL FRP COMPOSITES

1. SCOPE 2. REFERENCED DOCUMENTS

Effect of fiber fatigue rupture on bridging stress degradation in fiber reinforced cementitious composites

Nonlinear Behavior of Reinforced Concrete Continuous Deep Beam

EXPERIMENTAL INVESTIGATION ON FLEXURAL BEHAVIOR OF CONCRETE BEAM WITH GLASS FIBRE REINFORCED POLYMER REBAR AS INTERNAL REINFORCEMENT

Fracture Study on Steel Fibre Reinforced Concrete

Characterization of the Fracture Toughness of the Concrete Mortars Exposed to Elevated Temperatures

Design Values of Materials

Inclined glue laminated timber beams with an end notch at the tension side

Suggesting alternatives for reinforced concrete deep beams by reinforcing struts and ties

Size effect experiments on granular materials in compression

Study of Fracture Properties of Cement Stabilized Macadam

A Proposed Model At Failure Stage To Assess The Bearing Stress Of Normal Weight Concrete

Chapter 7. Finite Elements Model and Results

CHAPTER 5 FINITE ELEMENT MODELING

SHEAR BEHAVIOR OF REINFORCED HIGH-STRENGTH CONCRETE MEMBERS

Description of concrete fracture at meso-level using Finite Element Method based on X-ray micro-ct images

SHEAR BEHAVIOR OF RC BEAMS USING U-SHAPED UFC PERMANENT FORMWORK WITH SHEAR KEYS OR BOLTS

CHAPTER 4 COMPRESSIVE STRENGTH OF HYBRID FIBRE REINFORCED CONCRETE

INFLUENCE OF PRSTRESS LEVEL ON SHEAR BEHAVIOR OF SEGMENTAL CONCRETE BEAMS WITH EXTERNAL TENDONS

Abstract. 1. Introduction

Fracture behavior of concrete reinforced with basalt fibers

Investigations of fracture process in concrete using X-ray micro-ct

Experimental and Analytical Study on Flexural Behavior Of Curved Beams

ISSN: Page 14

EFFECTS OF INTERACTION BETWEEN JOINT SHEAR AND BOND STRENGTH ON THE ELAST-PLASTIC BEHAVIOR OF R/C BEAM-COLUMN JOINTS

Finite Element Analysis of Reinforced Concrete Corbels

Early age behaviour of fibre reinforced shotcrete

Predicting unstable toughness of concrete based on initial toughness criterion *

USING FRACTURE MECHANICS CONCEPTS TO PREDICT SHEAR STRENGTH OF CONCRETE STRUCTURES

Study on Fracture Parameters of Bacterial Concrete

Parametric study on the shear strength of concrete deep beam using ANSYS

DURABLE PAVEMENT WITH ECC

SHEAR OF CONCRETE MASONRY WALLS

Research on Weight Reduction of PC Composite Members Using Ultra High Strength Fiber Reinforced Cementitious Composites (UFC)

CHAPTER 4 METHODOLOGY

The cracking behaviour of reinforced concrete beams under static and dynamic loading

Test of Rectangular Confined Concrete Columns for Strength and Ductility

コンクリート工学年次論文集,Vol.36,No.2, Technical Paper - A STUDY ON RESIDUAL CAPACITY OF REINFORCED CONCRETE CORBEL FAILED BY ANCHORAGE SPLITTING FAILURE Li

Effect of beam dimensions on structural performance of wide beam-column joints

The Strain Rate Effect on the Flexural Strength and Cost of Steel Fiber Reinforced Concrete Beams

Load capacity of slender reinforced concrete walls governed by flexural cracking strength of concrete

INELASTIC SEISMIC RESPONSE ANALYSES OF REINFORCED CONCRETE BRIDGE PIERS WITH THREE-DIMENSIONAL FE ANALYSIS METHOD. Guangfeng Zhang 1, Shigeki Unjoh 2

CHARACTERIZATION OF INTERFACE FRACTURE BEHAVIOR IN REPAIRED CONCRETE INFRASTRUCTURES

INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume 3, No 2, 2012

Behaviour of Hybrid Ferro Fiber Reinforced Concrete under Tension

Using CFRP for Enhancing of Circular Cutout in High Strength RC Deep Beam

Splitting tensile strength of self-consolidating concrete and its size effect. *Yi Che 1), Nan Zhang, Feng Yang and Mala Prafulla 2)

ME 207 Material Science I

Flexural Behaviour of External Reinforced Concrete Beams

BEHAVIOR OF REINFORCED CONCRETE ONE-WAY SLABS STRENGTHENED BY CFRP SHEETS IN FLEXURAL ZONE

International Journal of Scientific & Engineering Research, Volume 5, Issue 7, July-2014 ISSN

Bond efficiency factor at different textile geometries reinforced concrete beams

ANCHOR BOLTS IN CLAY MASONRY WALLS

COMPOSITE CARBON FIBRE EMBEDMENT DEPTH AND ANGLE CONFIGURATION INFLUENCE ON SINGLE FIBRE PULL-OUT FROM CONCRETE

TENSION TESTS OF HEADED STUD ANCHORAGES IN NARROW / THIN EDGE MEMBERS

FAILURE MODE AND STRENGTH CHARACTERISTICS OF NON-GRADED COARSE AGGREGATE CONCRETE BEAMS

Effect of specimen sizes, specimen shapes, and placement directions on compressive strength of concrete

Effect of FRP strengthening on the behavior of shear walls with opening

Finite element analysis of bending performance on polyurethane composite panel

Experimental Study to Check Effectiveness of Stirrups and Steel Fibers as Shear Eeinforcement

DESIGN OF STEEL FIBRE REINFORCED CONCRETE BEAMS USING THE NEW FIB MODEL CODE 2010 AN EVALUATIVE

Experimental and analytical study of the steel-concrete-steel beam under flexural behavior

Experimental Study on behavior of Interior RC Beam Column Joints Subjected to Cyclic Loading P.Rajaram 1 A.Murugesan 2 and G.S.

Seismic performance of New Steel Concrete Composite Beam-Columns

TORSION SIMPLIFIED: A FAILURE PLANE MODEL FOR DESIGN OF SPANDREL BEAMS

Steel-Fibre-Reinforced Concrete Pavements

Axial load behaviour of pierced profiled composite walls

Transcription:

Size effect in splitting diagonal cubes Ragıp Ince1, Senem Yilmaz2, Mesut Gör1 1 Department of Civil Engineering, FIRAT University, Turkey Department of Civil Engineering, DİCLE University, Turkey 2 ABSTRACT The experimental investigations on fracture mechanics of cement-based materials until 1970s indicated that classical linear elastic fracture mechanics (LEFM) is invalid for quasibrittle materials such as concrete. This inapplicability of LEFM is due to existence of an inelastic zone with large scale and full cracks in front of the main crack tip in concrete. This so-called fracture process zone (FPZ) is ignored by LEFM. Consequently, several investigators have developed non-linear fracture mechanics approaches to describe failure of concrete/reinforced concrete structures. Deterministic size effect laws among these non-linear approaches, for instance size effect law (SEL) by Bazant (1984), suggest that size effect on strength is primarily related to a relatively large FPZ in concrete. One of the main requirements in this law is the need to test samples, which are geometrically similar and made of the same material, and which must provide a minimum size range=1:4. The split-tension test has been used to indirectly test the tensile strength of quasi-brittle materials such as concrete and rock. Recently, concrete splitting specimens have been commonly used in concrete fracture because they have certain advantages, such as compactness and lightness, compared to beams. However, the number of theoretical and experimental studies with diagonal split-tension specimens, to which compressive forces are applied along two opposite edges, is limited. In this study, two series of concrete diagonal cube specimens of different size (size range 1:4) were tested by splitting loading. The concrete mixes with the maximum aggregate size=8 mm were designed as the gap-graded aggregate and the continuously graded aggregate. The ultimate loads obtained from the test results were analysed via Bazant s SEL. Consequently, it was observed from the analysis based on SEL that the concrete with gapgraded aggregate is the more ductile material than the concrete with continuously graded aggregate. INTRODUCTION Recently, concrete splitting specimens have been commonly used in concrete fracture because they have certain advantages, such as compactness and lightness, compared to beams. Additionally, cubical and cylindrical test specimens have the following advantages [1-3]. a) These specimens are easy to handle, and there is no risk of breaking them during handling. b) The same moulds can be used to cast specimens for both fracture and strength tests. c) In determining the fracture parameters of cement-based materials, the contribution of the weight of the specimen can be ignored, unlike notched beams. Tests in which cubical and cylindrical specimens are used to study concrete fracture can be classified as wedge-splitting tests and split-tension tests. Wedge-splitting tests have been performed on cubical and cylindrical specimens with an edge notch. The split-tension test has 604

been used to indirectly test the tensile strength of quasi-brittle materials such as concrete and rock [4] and to study concrete fracture over the last decade [1-3]. Several design codes [5] have used the square-root formula, which does not account for size effect, for determining tensile strength capacity of concrete. However, it is well known that strength of concrete structures generally tends to decrease with increasing structure size. Size effect in concrete/reinforced concrete structures can be well explained by fracture mechanics. The effect of specimen size on strength of concrete has been investigated by means of size effect law (SEL) by previous investigators [6, 7]. In this study, two series of concrete diagonal cube specimens of different size (size range 1:4) were tested by splitting loading. Cubes to which compressive forces are applied along two opposite edges are called diagonal splitting cubes, and cubes to which compressive forces are applied along parallel midlines of the edges are called splitting cubes [4]. The concrete mixes with the maximum aggregate diameter=8 mm were designed as the gapgraded aggregate and the continuously graded aggregate. The peak loads obtained from the test results were analysed by using Bazant s SEL. Consequently, the results of this study indicate that the concrete with gap-graded aggregate is the more ductile material than the concrete with continuously graded aggregate. A HISTORICAL OVERVIEW ON THE SPLITTING TESTS The cylindrical and cubical split-tension specimens have been commonly used to determine the tensile strength of materials such as concrete and rock. The split-cylinder test is also called the Brazilian split test and it was first proposed by Carneiro and Barcellos [8] in 1949. This test was also applied successfully on cubes by Nilsson [9] in 1961. As shown in Fig. 2a, the split-tension specimen is placed between the platens of test machine and the load is applied until failure, which is occurred by splitting along the vertical diameter due to the lateral tensile stress distribution [4]. According to the elasticity theory [10], the nominal tensile strength of the split tension specimens is defined as 2 Pc Nc (1) bd where Pc is the ultimate load, b is the specimen width and d is the specimen depth. However, Equations 13 is only valid for the concentrated loading condition as shown in Figs. 2a and 2b. In practice, the applied load is distributed to a finite width (2t) on the specimens by means of soft materials such as plywood and hard cardboard, as indicated in Fig 2c. Tang et al. [11] investigated the effect of the distributed load in both three point bending beams and splittension cylinder. It was concluded that the nominal strength decreases as increasing width of the distributed load in split-tension cylinder, while this effect is no significant in the bending specimens. According to Tang [12], the maximum tensile stress value of the unnotched cylinder specimens at the plane of loading can be calculated from 3 2P (2) max 1 2 2 bd in which P is the total compressive load and =2t/d is the ratio of the distributed-load width to the specimen depth, as depicted in Fig. 1. Rocco et al. [13] studied on both the cylinder and the cube specimens and proposed that the maximum tensile stress can be calculated for the unnotched cube specimens at the plane of loading as follows: 5 2P (3) max 1 2 3 0.0115 bd 605

By means of the cohesive crack model, Rocco et al. [13] simulated the Brazilian test by considering the effect of the specimen size, the specimen shape (Cubical/Cylindrical), and distributed-load width. They suggested closed-form analytical formulas including sizedepended response for estimating the split-tensile strength of the cube and cylinder specimens. Besides, the investigators performed a series of experimental studies and it was concluded that the developed formulas were in a good agreement with the experimental results. Similarly, using numerical techniques, the following formula was derived for the maximum tensile strength of the un-notched diagonal cubes by Ince [3], according to boundary element method analysis: 2P 1 max (4) 4.778 bd 0.931 38.931 Pc d Cube P=2 t Cylinder Nc 2t Stress distribution a) b) Figure 1 Split-tension specimens a) Stress distribution b) distributed load SIZE EFFECT IN CONCRETE AND REINFORCED CONCRETE In general, the change of a structural property when the size of a structure changes is known as a size effect related to this property. In other words, if geometrically similar specimens do not behave similarly for different sizes, this is called a size effect. It is well known that structures become more brittle as their size increases, but the classical procedure uses working stresses which are the same in design. Size effects occur in concrete in any loading conditions. Most significant cases occur in tensile or shear loading. Kani [14] was one of the first to demonstrate the size effect in concrete structures. It has been shown that the shear strength of similar concrete beams decreases with increasing beam depth. Due to the fracture in a structural element being driven by stored elastic energy released from the whole structure, this size effect can be well interpreted by fracture mechanics. The fact that the strength of brittle materials is affected by the presence of imperfections is first suggested by Griffith [15], who is the founder of linear elastic fracture mechanics (LEFM). Due to his conclusion, it can be expected that the value of the ultimate strength will depend upon the size of specimens. As specimen size increases the strength is expected to be decreased since the probability of presence of weak links is increased. Traditionally, the size effect in fracture of concrete structural elements has been explained as Weibull s theory [16]. He showed that if tensile tests are performed on two geometrically similar specimens with different volumes, the corresponding ultimate strengths are different. Weibull s approach has been widely used for estimating safety factor of materials. In the early 1980s, it is realized that neither LEFM nor Weibull s approach were adequate for predicting size effect in cementitious materials [17]. For this reason, several investigators have developed deterministic size effect theory based on non-linear fracture mechanics. 606

Besides the statistical based size effect, the second size effect referred to as the fracture-type size effect in concrete fracture has been described by Bazant [17]. This is referred to as size effect law (SEL) which has been shown to agree well with test data. Size effect in concrete/reinforced concrete behaviour has been extensively studied both experimental and theoretically with notable success in researching this problem [6, 7]. Bazant derived SEL, by considering the energy balance at crack propagation and dimensional analysis of geometrically similar specimens. The so-called SEL is expressed as 1 d 2 N B 0 1 (5) d0 where N presents the nominal strength at failure and expressed as N c n Pu bd, where d is characteristic dimension of the specimen, chosen to coincide specimen cross-sectional depth, b is specimen thickness, and cn is a constant of load type. 0 is referred to as the strength parameter and B and d0 are empirical constants which can be determined by curve fitting to the test results of geometrically similar specimens. This is the only approach which expresses the size effect in concrete specimens based on fracture mechanics. SEL has been derived based on the following assumptions, the potential energy released during the fracture is proportional to the crack length (a), to the area of the cracking zone, width of the front of cracking zone ( 0dmax) is constant, where 0 is an empirical constant and dmax is the maximum aggregate size. SEL of Bazant is illustrated in Fig 4. For small test specimens there is no size effect due to the strength at failure being proportional to the material strength. This case corresponds to strength criterion and is presented by the horizontal line in Fig 4. In the large test specimens, this presents the maximum possible size effect. The material strength at failure is proportional to a characteristic dimension and corresponds to classical linear elastic fracture mechanics which is presented by the inclined line with slope -1/2 in Fig 4. The intersection of the two asymptotes corresponds to d=d0 and is called the transitional size. The results of most concrete test specimens in existing experimental studies lie in the transition zone between these extreme cases. Contrary to LEFM, size effect in Weibull-type statistical approach is characterized a straight line with slope -1/6, as shown in Fig. 4 [16]. Log Strength Criterion 6 1 Weibull 2 1 Size Effect Law (SEL) 0.01 0.1 1.0 LEFM 10 Figure 2 Bazant s Size Effect Law (SEL). 607 Log d/do

EXPERIMENTAL PROGRAM The test specimen was a cube. To determine size effect, specimens with cube sides d= 50, 100 and 200 mm were tested. All specimens in each series were cast from the same batch of concrete. Three identical cube specimens with 150 mm edge length were also cast from each batch of concrete to determine compressive strength of concrete. The maximum sand grain size was 4 mm maximum aggregate size=8 mm for each batch. Mineralogically, the aggregate consisted of river sand. The aggregate and sand were air-dried prior to mixing. CEM I 42.5 N cement was used in all mixes. Its specific gravity and 28-day compressive strength were 3.06 and 50.3 MPa, respectively. All specimens and identical cubes were removed from the mold after 1 day and were subsequently cured at approximately 20 C in water until testing at 28 days. The compression tests and the splitting-tension tests were performed using a digital compression machine with a capacity of 2000 kn. The plywood loading strips, with thicknesses of 3 mm and lengths 10 mm greater than the specimen width, were used in the splitting tests. They were attached on the specimens in the correct positions. The specimens were loaded monotonically until final failure and care was taken to apply a constant loading rate. A smooth bearing head of stainless steel with a chevron notch was used in the diagonal splitting tests, as detailed in Fig. 3a. The steel plates did not indicate any flexural or other type of deformation after testing. Typically, approximately 2 min (± 30 sec) elapsed before the maximum load capacity for each specimen was reached. Identical cubes were tested at an age similar to the other specimens. TEST RESULTS AND ANALYSIS The compressive strengths of the mixes fcc are 43.1 MPa and 49.0 MPa for continuously graded and the gap-graded concrete, respectively. Table 1 summarizes the cube size h, the characteristic dimension d, the observed failure load Pk and the nominal strength according to Eq. (1) N for each of the 18 specimens tested. Typically, it observed that as the load is gradually increased, the first crack occurred along the center line in the vertical direction (Fig. 1). When the maximum load is reached, two diamond-shaped wedges under the bearing plates were formed in the diagonal cube test (Fig. 3b). Similarly, in the cube test, wedges under the bearing plates were formed. Split-cube specimens, the similar rupture modes were also found in the study of Rocco et al. [13] and in during the tests by Ince [3]. 30 wedge steel bearing apparatus 10 25 plywood strip concrete specimen b) a) Figure 3 a) Test detail in the cube tests for d=100 mm b) crack pattern 608

Table 1 Experimental results h (mm) d (mm) 50 50 50 100 100 100 200 200 200 70.7 70.7 70.7 141.4 141.4 141.4 282.8 282.8 282.8 Continuously Pk σn (kn) (MPa) 22.3 4.015 25.1 4.520 26.5 4.772 75.3 3.390 70.7 3.183 82.8 3.727 220.5 2.481 260.0 2.926 201.8 2.271 Gap-Graded Pk σn (kn) (MPa) 29.0 5.222 23.7 4.267 38.2 6.878 79.3 3.570 87.1 3.921 82.8 3.727 286.7 3.227 314.0 3.534 272.6 3.068 For diagonal split-tension cube specimens, empirical constants in Eq. (5) can be calculated as B 1 C and d 0 C A from the linear regression made on y=ax+c with y 1 2N, x d. Fig. 4a and Fig. 4b show results of the linear regression analysis, and the size effect law analysis in the bilogarithmic plane, respectively. The determination coefficients R2 are also given in Fig. 4a for each batch. CONCLUSIONS Recently, split-tension specimens such as cylinders and cubes have been commonly used to determine the tensile strength of cement-based materials. Diagonal split-tension cubes have been used to determine the split-tension strength of concrete for continuously-graded and gap-graded mixes in this article. The maximum loads obtained from the test results were analysed by SEL. Consequently, it was emphasized that the concrete with gap-graded aggregate is the more ductile material than the concrete with continuously graded aggregate. The experimental studies have shown that fracture behavior of concrete is particularly influenced by the four material parameters: compressive strength, maximum aggregate size, water-cement ratio, and aggregate type [18-21]. It is noted that fracture resistance of concrete can also be affected by other material parameters such as type of cement and curing conditions, etc. However, this study revealed that aggregate gradation of mix is the one of the important parameters for concrete fracture. When splitting specimens are produced with molds of the same size, the uncracked ligament length of the diagonal splitting cube specimens is 2 times greater than the lengths of other splitting specimens with the same size. This is another advantage of diagonal splitting cubes, and it is especially useful when studying the size effect. ACKNOWLEDGEMENTS The authors would like to acknowledge the Scientific Research Projects Administration Unit of Firat University (Project no: FUBAP-1953) for the financial support. 609

Figure 4 Application of Bazant s SEL to diagonal split-tension samples REFERENCES [1] Brühwiler E and Wittmann F. H. (1990) The wedge splitting test, a method of performing stable fracture tests. Engng. Fract. Mech. 35, 117-126. [2] Ince R. (2010) Determination of concrete fracture parameters based on two-parameter and size effect models using split-tension cubes. Engng. Fract. Mech. 77, 2233-2250. [3] Ince R. (2012) Determination of concrete fracture parameters based on peak-load method with diagonal split-tension cubes. Engng. Fract. Mech. 82:100-114. [4] Gambhir M. L. (1993) Concrete technology. Fourth Edition, Tata Mc-Graw-Hill Publishing Company Limited, New Delhi. [5] ACI-318. (2002) Building code requirements for structural concrete and commentary. American Concrete Institute. Farmington Hills, Michigan. 610

[6] Bazant Z. P. and Pheppier P. A. (1987) Determination of fracture energy properties from size effect and brittleness number. ACI Materials Journal, 84, 463-480. [7] Ince, R. and Arici, E. (2004) Size effect in bearing strength of concrete cubes, Construction and Building Materials, 18(8), 603-609. [8] Carneiro F. L. and Barcellos A.(1949) Re Âsistance a la Traction des Be Âtons. Int. Assoc. Test. Res. Lab. Mater. Struct. RILEM Bull. 13, 98-25. [9] Nilsson S. (1961) The tensile strength of concrete determined by splitting tests on cubes. RILEM Bull., 11, 63-67. [10] Timoshenko S. P. and Godier J. N. (1970) Theory of Elasticity. Third Edition, Mc-Graw Hill, New York. [11] Tang T, Shah S. P. and Ouyang C. (1992) Fracture mechanics and size effect of concrete in tension. ASCE Journal Structural Engineering 118, 3169-3185. [12] Tang T. (1994) Effect of load-distributed width on split tension of unnotched and notched cylindrical specimens. J. of Testing and Evaluation, 22, 401-409. [13] Rocco C, Guinea G. V., Planas J. and Elices M. (1995) The effect of the boundary conditions on the cylinder splitting strength. Fracture Mechanics of Concrete Structures, Proceedings FRAMCOS-2, Aedificatio Publishers, Freiburg, 75-84. [14] Kani G. N. (1967) How safe are our large concrete beams? J. of the American Concrete Institute Proceedings, 64, 128-141. [15] Griffith A. A. (1920) The phenomena of rupture and flow in solids. Phil. Trans. Roy. Soc. A221, 163-198. [16] Weibull W. (1939) A statistical theory of the strength materials. Swedish Royal Institute for Engineering Research, Stockholm. [17] Bazant, Z. P. (1984) Size effect in blunt fracture: concrete, rock and metal. ASCE Journal Engineering Mechanics, 110(4), 518-535. [18] Bazant Z. P. and Becq-Giraudon E. (2002) Statistical prediction of fracture parameters of concrete and implications for choice of testing standard. Cem. Conc. Res. 32, 529556. [19] Ince R. (2004) Prediction of fracture parameters of concrete by artificial neural networks. Engng. Fract. Mech. 71, 2143-2159. [20] Ince R. (2010) Artificial neural network-based analysis of effective crack model in concrete fracture. Fatigue Fract. Engng. Mater. Struct., 33(9), 595-606. [21] Ince R. (2012) Determination of the fracture parameters of the Double-K model using weight functions of split-tension specimens. Engng. Fract. Mech. 96, 416-432. 611