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Influence of coarse aggregate on concrete's elasticity modulus/Influencia do agregado graudo no modulo de elasticidade do concreto.


The modulus of elasticity of concrete (Ec) is associated with structural deformations that must be kept within limits to prevent excessive deformations that cause cracks and other pathologies in concrete structures. Coupled to strength, the elasticity modulus, denoting material stiffness, is one of the most important characteristic of concrete (Chunsheng, Kefei & Fu, 2014). The interface between matrix and aggregate (fine or coarse), established by the aggregate, is known as the interfacial transition zone (Scrivener, Crumbie & Laugesen, 2004). Concrete is a composite, tri-phase, anisotropic and brittle material whose behavior varies according to the load applied (Topcu & Ugurlu, 2007). Determining the modulus of elasticity of concrete is not a simple task since the material is not completely elastic, even though its behavior is elastic at low loads between 30 and 40% of its ultimate load.

The nonlinear behavior of the concrete's stress-strain curve ([sigma]-[epsilon]) makes it difficult to accurately determine a specific rate for the static elasticity modulus (Diogenes, Cossolino, Pereira, Debs & Debs, 2011). The types of static modulus of elasticity of concrete, associated with different load designs, comprise initial tangent modulus ([]), tangent modulus at a generic point, and secant modulus ([E.sub.cs]).

The factors that influence the modulus of elasticity of concrete depend on the characteristics of cement paste matrix, transition zone, aggregate, and test parameter. Larrard and Belloc (1992) reported that the weakest components in concrete are the hardened cement paste and the transition zone between the cement paste and the coarse aggregate rather than the coarse aggregate itself. The porosity of the matrix affects the individual strength of the cement paste, causing variations in the elastic modulus (Helene, Monteiro & Kang, 1993). According to Mehta and Monteiro (2014), as maturity increases, the modulus of elasticity of concrete increases at a faster rate than its compressive strength ([f.sub.c]) owing to the interfacial transition zone's greater density. Beshr, Almusallam and Maslehuddin (2003) studied the effect of four types of coarse aggregates, namely calcareous, dolomitic, quartzitic limestone and steel slag, on compressive strength and elastic modulus of high strength concrete, and concluded that the effect of the type of coarse aggregate is more significant on the modulus of elasticity when compared to that of compressive strength.

Studies in various regions of Brazil (Alhadas, Calixto & Ferreira, 2010; Machado, Shehata & Shehata, 2009) have reported that the mineralogical composition of coarse aggregate strongly affects the modulus of elasticity of concrete. In fact, the elasticity modulus varies by as much as 30%, according to the type of aggregate and to the concrete composition.

The main difficulty in using theoretical models to determine the modulus of elasticity of concrete is that they require previous knowledge about the modulus of elasticity of the aggregate and the cement paste. To solve this problem, normative empirical approaches have emerged which estimate Ec based on the rates of the concrete's compressive strength.

Associacao Brasileira de Normas TecnicasABNT NBR 6118 (2007), Federation Internationale du Beton-FIB Model Code (2010), American Concrete Institute--ACI 318 (2014) and Eurocode 2 (2004) standards propose the use of Equations (1 to 4), respectively. In these equations, [] is the initial tangent modulus in GPa; [E.sub.c] is the secant modulus, defined as the slope of the straight line that connects points corresponding to zero stress and a stress of 0.45 [] of the diagram; [E.sub.cs] is the secant modulus between stress points 0 and 0.4 [] after 28 days, in MPa. The code equations are given below.

[] = 5600 x [] (1)

[] = [E.sub.c0] x [alpha] x [([] + [DELTA]f/10]).sup.1/3] (2)


[]--initial tangent modulus in GPa;

[]--characteristic compressive strength of concrete in MPa.

[alpha]--a factor that depends on the type of aggregate; [DELTA]f = 8 MPa; [] = 21.5 X 103 MPa.

[E.sub.c] = 4.700 x [f.sup.1/] (3)


[E.sub.c]--secant modulus.

[E.sub.cs] = 22000 x [[alpha].sub.E] x [([]/10]).sup.1/3] (4)


[E.sub.cs]--secant modulus between stress points 0 and 0.4 [];

[]--average concrete strength, in MPa; [[alpha].sub.e]--correction factor that depends on the type of aggregate.

When Equations (3 and 4) proposed by American Concrete Institute--ACI 318 (2014) and Eurocode 2 (2004), respectively, are employed to calculate the secant elastic modulus, the corresponding equations for [], shown in Equations (5 and 6), may be obtained from Equation (7).

[] = 25882.35 x [[alpha].sub.E] x [([]/10]).sup.1/3] (5)

[] = 5529.41 x [([]).sup.1/2] (6)

[E.sub.cs] = 0.85 x [] (7)

Although empirical models proposed by standards cannot determine initial tangent modulus [] accurately as a function of the strength and type of aggregate, they provide approximations (Helene et al., 1993). True rates are those that previously considered the elastic modulus of cement paste and aggregates. Attempts have been made to include other correction factors linked to the nature of coarse aggregate and the consistency of fresh concrete.

Current study analyzed the influence of coarse aggregates--basalt and dolomite--on the elasticity modulus of three different strength classes of concrete. The experimental results of elastic modulus were compared with the modulus of elasticity estimated by Equations (1 and 2, 5 to 6) proposed by the standards Associacao Brasileira de Normas Tecnicas--ABNT NBR 6118 (2007), Federation Internationale du Beton (FIB, 2010), American Concrete Institute--ACI 318 (2014), and Eurocode 2 (2004). A total of 459 cylindrical concrete specimens were tested to determine their compressive strength, elasticity modulus and tensile strength by the diametrical compression test and Poisson's ratio.

Material and methods

Experimental Procedure

Compressive strengths ([]) of 20, 30 and 40 MPa and two types of aggregate, basalt and dolomite, extracted from three different sites in Brazil, were selected to determine the influence of coarse aggregate on Eci. A total of 459 concrete cylinders, 10 x 20cm, were cast: 153 concrete cylinders for each type of aggregate and 51 concrete cylinders for each type of concrete mix. Tests were performed at ages 7, 14, 28 and 56 days to determine compressive strength, elasticity modulus, and tensile strength by diametrical compression and Poisson's ratio. Since the last two tests are outside the scope of current study, their methodologies and results will not be given. The nomenclature adopted for the specimens included the concrete compressive strength[] (C20, C30, C40), the type of coarse aggregate (BA, basalt; DO, dolomite), and the three sites from which the aggregates were extracted: 1, 2 and 3, respectively the municipalities of Uberlandia, Patos de Minas and Uberaba, in the state of Minas Gerais, Brazil. For example, specimen C20-BA-1 corresponds to the concrete cylinders cast with class 20 MPa concrete, using coarse basalt aggregate, extracted from the site in Uberlandia.

The hardened concrete tests were performed on an EMIC[R] DL-60000 universal testing machine in the Construction Materials Laboratory of the Federal University of Uberlandia, Uberlandia, Minas Gerais State, Brazil. The 600 kN-load capacity machine was locked to a computer interface and instruments for data retrieval of load, strain and displacement. The load-measuring system consisted of a hydraulic pressure transducer and strain was measured with two strain gauge channels.

The concrete cylinders' diameter was determined with an accuracy of [+ or -] 0.1 mm, based on the average of two diameters measured orthogonally at mid-height. The height of the cylinders was also determined with [+ or -] 0.1 mm accuracy and their loading surfaces (top and bottom) were evened with sulfurcapping. The compressive strength tests were performed with a load applied continuously and uniformly at a constant loading rate of 0.45 [+ or -] 0.15 MPa [s.sup.-1]. The three concrete mix designs (20, 30 and 40MPa) were subjected to three tests at each age (7, 14, 28 and 56 days).

For the initial modulus of the elasticity test, clip-on strain gauges were attached to the top and bottom sides of the foil sheet anchor on the cylinder (see Figure 1). The strain, which corresponded to the vertical displacement of the balanced end of the sheet, was determined by the deformation measured by the strain gauges.

The elasticity modulus test was performed according to Brazilian standard Associacao Brasileira de Normas Tecnicas--ABNT NBR 8522 (2008). Five concrete cylinders were used to test each concrete mix design and age. First, two concrete cylinders were used to determine the compressive strength to calculate the amount of load to be applied in the test with the other three cylinders. Each of these three concrete cylinders was centered on the plate of the testing machine and the strain gauges were positioned equidistant from the ends of the test specimen (Figure 1). The load was applied at a rate of (0.25 [+ or -] 0.05) MPa [s.sup.-1] up to 0.3 [] ([[sigma].sub.b]) and stress level was maintained for 60 seconds, after which the load was reduced at the same rate as the loading process until the basic stress level ([[sigma].sub.a] equal to 0.5 [+ or -] 0.1 MPa) was reached. The loading/unloading cycles were repeated twice again at the same rates and stress levels ([[sigma].sub.a] and [[sigma].sub.b]). Specific strains were measured after the last preloading cycle and for a 60-second period under stressoy After reading the strains, the concrete cylinders were loaded up to rupture. Results were discarded if there was a >20% difference between the compressive strength obtained in the compressive strength test performed on the first two concrete cylinders and the compressive strength of the elasticity modulus test of the other three cylinders. Equation (8) was used to determine [] in GPa.

[] = [[DELTA][sigma]/[DELTA][epsilon]] = [[sigma].sub.b] - [[sigma].sub.a]/ [[epsilon].sub.b]] - [[epsilon].sub.a]] (8)


[[epsilon].sub.b]--average specific strain at stress level [[sigma].sub.b];

[[epsilon].sub.a]--average specific strain at stress level [[epsilon].sub.a].

Materials and concrete mix design

The concrete specimens were cast with type II Portland cement with an average compressive strength 31.27 MPa at 28 days. The fine aggregate was natural river sand with a fineness modulus of 2.53, while the coarse aggregates had a maximum diameter of 19 mm. Table 1 describes the physical characteristics of each type of coarse aggregate.

Mix comprised apolycarboxylate-based superplasticizer and tap water. Water/cement ratioswere 0.53, 0.45 and 0.35, selected to reach the proposed rates of 28-day concrete compressive strength. Table 2 describes the mix design and consumption of cement per [m.sup.3].

The sand's moisture content in each mix was calculated and the amount of water in the mix was adjusted accordingly. The materials were weighed on a digital scale. Approximately 0.130 [m.sup.3] of concrete of each mix design was produced. The materials were placed in the concrete mixer in the following sequence: coarse aggregate, approximately 30% of the mixing water, fine aggregate, cement, and the remainder of the water mixed with the additive. The mixer was turned off after 5 minutes, and all the material adhering to the blades and to the internal surface was removed. The mixer was then turned on again for another 15 min., after which part of the mixture was removed for a concrete cone slump test to determine its specific density. The concrete mixer was then switched on again for another 2 minutes before casting the cylinders.

After casting, all the cylinders were placed in a moisture curing room for up to 24 hours, after which they were submerged in a water tank until the date of each test.

Results and discussion

Tables 3 and 4 describe the results of average compressive strength ([]), average elasticity modulus ([]) and respective standard deviations ([S.sub.d]). The compressive strength and the elasticity modulus average were obtained by 3 cylinders results.

The concrete made with dolomite coarse aggregate, regardless of the strength class, showed the lowest gain in compressive strength from day 7 to day 56, with a 11.67% average. Among the specimens produced with basalt coarse aggregate, except for concrete strength class C40, the BA-3 specimen had the highest gain in compressive strengthover time, reaching an average of 31.58%.

The concrete produced with dolomite coarse aggregate also had the lowest gain in [] from day 7 to day 56, or rather, an average of 5.81%. Among the concrete mixes produced with BA coarse aggregate, except for concrete strength class C20, the BA-3 concrete had the highest gain in [] over time, or rather, 19.73%. Since C20 concrete mix design had a more porous cement matrix than the other concrete strength classes, the latter factor was decisive in determining the difference in [] between the concrete mixes produced with basalt and dolomite aggregates. In this case, the effect of the cement paste was more important than the effect of the aggregate. In the C30 mix design, the three types of aggregate had similar gains in []. In the C40 mix design, the C40-BA-3 showed a gain in [] twice as high as in the C40-BA-1. In other words, the less porous matrix from the low w/c ratio caused the load to be transferred to the aggregate, whose higher specific density contributed to the composite's stiffness. This factor reinforces the theory that the higher the compressive strength, the greater is the influence of the type of aggregate on the elasticity modulus.

The evolution of initial tangent modulus over time may be estimated by Equation 9 proposed by Federation Internationale du Beton (FIB, 2010).



[E.sub.cj]--elasticity modulus of concrete at age j;

[E.sub.c28]--elasticity modulus of concrete at 28 days;

t-age of concrete;

s--coefficient of strength gain as a function of the type of cement (0.2, 0.25 and 0.38 for Portland cement CPV ARI, CP I and II, and CP III and IV, respectively).

Figure 2 shows the elasticity modulus obtained by Equation 9 and the experimental rates for the concrete mix designs with coarse aggregates (a) BA-1, (b) DO-2 and (c) BA-3. The rate of the strength gain coefficient 5 adopted for this calculation was 0.25. The initial tangent modulus rates of the C30-BA-1 mix design exceeded those estimated by Equation (9), regardless of the age of concrete, while the C40-BA-1 mix design remained lower than (an average 6%) or equal to that estimated by the equation, at all ages. The growth rate of [] in the C20-BA-1 mix design, at 28 days, was 70% higher than that of the C30-BA-1, probably due to greater water availability in the former, which enabled continuous cement hydration. Results of C20-DO-2, C30-DO-2 and C40-DO-2 concrete mixes after 28 days were overestimated by Equation (9), at an average of 2.5%. In the case of the concrete mixes produced with the coarse aggregate BA-3, Equation (9) overestimated (at an average of 2.19%) only the elasticity modulus rate of the C20-BA-3 mix after 28 days.

Figure 3 shows [] versus [f.sub.c] graphs of the concrete specimens at all ages. The compressive strength and elasticity modulus varied in the same proportion, that is, the elasticity modulus increased with the increase of compressive strength. The equations that best fit the observed results were obtained by exponential regression (Figure 3). Except for the BA-3 concrete, the rates of the exponent of the compressive strength were close to 0.5 and its use may be considered acceptable. The adjusted coefficients of determination for concretes BA-1 and DO-2 were 0.83 and 0.81, respectively. However, the concrete prepared with the BA-3 coarse aggregate showed a higher dispersion than the others, with the adjusted coefficient of determination for the concrete at 0.37.

Section 1 of current paper presented Equations (1 to 4), some of which estimated the elasticity modulus from[]. To allow for comparisons, rates off, rates were obtained by Equation 10.

[] = [] - 1.65 x [S.sub.d] (10)


[]--average compressive strength

[S.sub.d]--standard deviation for each set of strength classes of concrete.

Figure 4 shows current study's results of the experimental elasticity modulus and the Eci rates obtained by Equations [1 and 2, 5 to 6] for each type of concrete, regardless of age. Equation (11), recommended by the Brazilian Concrete Institute (Ibracon, 2003), was also used. The equation proposes a correction of Equation (1) to include data pertaining to the consistency of fresh concrete and the influence of the various types of aggregate, following the trend of other international standards.

[] = [a.sub.1] x [a.sub.2] x 5600 [f.sup.1/] (11)


[a.sub.1]--correction index that takes into account the type of aggregate (1.1 or 1.2 for dense basalt and dense sedimentary limestone, 1.0 for granite and gneiss, 0.9 for metamorphic limestone, and 0.7 for sandstone)

[a.sub.2]--correction index determined by the consistency of the concrete, equal to 1 in current study.

An analysis of the results illustrated in Figure 4 reveals that the equations proposed by Associacao Brasileira de Normas Tecnicas--ABNT NBR 6118 (2007) and American Concrete Institute--ACI 318 (2014) showed similar elasticity modulus rates, albeit lower than experimental results, at an average of 24%. On the other hand, [] rates obtained by Eurocode standard (2004) were higher than elasticity modulus results (average 13%) and rates estimated by the other equations. Equation (2), proposed by Federation Internationale du Beton (FIB, 2010), was closer to the experimental results than Equations (1, 3, 4). On an average, the equation proposed by Federation Internationale du Beton (FIB, 2010) obtained elasticity modulus rates 94, 85 and 90% of the experimental results at 28 days respectively for BA-1, DO-2 and BA-3 concretes.


Current study analyzed the influence of coarse aggregates on Eci. Results demonstrated that [f.sub.c] and [] of the concrete produced with dolomitic aggregate showed lower gain rates from 7 to 56 days. According to the experimental results, the most effective way to increase [] was to increase the concrete strength class, since the changing of the mineralogical source of the coarse aggregate had little effect on [] when compared to the effect obtained by changing the concrete strength class.

The proposed addition of correction factors as a function of the type of aggregate proved to be efficient, since results by FIB equation were closest to the experimental results.

Doi: 10.4025/actascitechnol.v39i1.29873


The authors would like to thank the Brazilian research funding agencies CAPES (Federal Agency for the Support and Updating of Higher Education) and FAPEMIG (Research Foundation of the State of Minas Gerais) for their financial support. Thanks are also due to the school of civil engineering of the federal university of Uberlandia (FECIV-UFU) for its practical support.


Associacao Brasileira de Normas Tecnicas [ABNT]. (2007). The Brazilian Association of Technical Standards: NBR 6118. Design of concrete structures-procedure. Rio de Janeiro, RJ: ABNT

Associacao Brasileira de Normas Tecnicas [ABNT]. (2008). The Brazilian Association of Technical Standards: NBR 8522. Concrete-Determination of elasticity modulus by compression. Rio de Janeiro, RJ. ABNT.

American Concrete Institute [ACI]. (2014). ACI 318M-14. Structural building code. Farmington Hills, USA: ACI.

Alhadas, M. S., Calixto, J. M., & Ferreira, M. C. N. F. (2010). Estudo comparativo das propriedades mecanicas de concretos fabricados com agregados graudos de diferentes origens mineralogicas. Concreto & Construcao, 58, 61-67.

Beshr, H., Almusallam, A. A., & Maslehuddin, M. (2003). Effect of coarse aggregate quality on the mechanical properties of high strength concrete. Construction and Building Materials, 17(2), 97-103.

Chunsheng, Z., Kefei, L., & Fu, M. (2014) Numerical and statistical analysis of elastic modulus of concrete as a three-phase heterogeneous composite. Computers and Structures, 139, 33-42.

Diogenes, H. J. F., Cossolino, L. C., Pereira, A. H. A., Debs, M. K., & Debs, A. L. H. C. (2011). Determination of modulus elasticity of concrete from acoustic response. Ibracon Structures and Materials Journal, 4(5), 792-813.

Eurocode 2. (2004). European Standard. Design of concrete structures. Bruxelas, BE: Eurocode 2.

Federation Internationale du Beton [FIB]. (2010). Fib Bulletin 55, Model Code 2010. First complete draft (vol. 1). Lousianne, USA: FIB.

Helene, P. R. L., Monteiro, P. J. M., & Kang, S. H. (1993). Designing concrete mixtures for strength, elastic modulus and fracture energy. Materials and Structures, 26(162), 443-452.

Instituto Brasileiro de Concreto [IBRACON]. (2003). Pratica recomendada: comentarios tecnicos NB 1. Sao Paulo, SP: IBRACON.

Larrard, F., & Belloc, A. (1992). Are small aggregates really better for making high-strength concrete? Cement, Concrete and Aggregates, 14(1), 62-66.

Machado, M. D., Shehata, L. C. D., & Shehata, I. A. E. M. (2009). Correlation curves to characterize concretes used in Rio de Janeiro by means of non-destructive tests. Ibracon Structures and Materials Journal, 2(2), 100-123.

Mehta, P. M., & Monteiro, P. J. (2014). Concretemicroestructure, properties and materials. Michigan, USA: Prentice Hall.

Scrivener, K. L., Crumbie, A. K., Laugesen, P. (2004). The interfacial transition zone (ITZ) between cement paste and aggregate in concrete. Interface Science, 12(4), 411-421.

Topcu, I. B., &Ugurlu, A. (2007). Elasticity theory of concrete and prediction of static modulus for dam concrete using composite models. Teknik Dergi, 18(1), 4055-4067.

Received on November 19, 2015.

Accepted on June 13, 2016.

License information: This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Antonio Carlos dos Santos (1), Angela Maria de Arruda (1), Turibio Jose da Silva (1), Paula de Carvalho Palma Vitor (1) and Leandro Mouta Trautwein (2) *

(1) Escola de Engenharia Civil, Universidade Federal de Uberlandia, Santa Monica, Uberlandia, Minas Gerias, Brazil. (2) Departamento de Engenharia Civil, Arquitetura e Urbanismo, Universidade Estadual de Campinas, Av. Albert Einstein, 951, 13083-852, Campus Zeferino Vaz, Barao Geraldo, Campinas, Sao Paulo, Brazil. *Author for correspondence. E-mail:

Caption: Figure 1. Position of clip-on strain gauges on the CS for the concrete modulus of the elasticity test.

Caption: Figure 2. Elastic modulus obtained by Equation 9 and experimental rates for the concrete mix designs with coarse aggregates (a) BA-1, (b) DO-2 and (c) BA-3.

Caption: Figure 3. [] versus [f.sub.c] of concrete: (a) BA-1, (b) DO-2, and (c) BA-3, at all ages.

Caption: Figure 4. Comparison of current study's experimental Ed results and Ed rates obtained by Equation [1 and 2, 5 to 6] for concrete: (a) BA-1, (b) DO-2 and (c) BA-3, where [a.sub.1] = 1.1 and [a.sub.1] = 1.2.
Table 1. Physical properties of BA-1, BA-3 and DO-2 coarse

Properties                          BA-1   BA-3   DO-2

Specific density (g [cm.sup.-3])    2.84   2.90   2.69
Unit weight (g [cm.sup.-3])         1.53   1.53   1.42
Maximum size (mm)                    19     19     19
Fineness modulus                    6.98   7.73   6.96
Content of pulverulent              0.77   0.52   0.33
materials (%)

Table 2. Proportions of ingredients used in each concrete mix
design prepared for current study.

                            C20                  C30

Concrete mix design    1:2.5:3.5:0.53        1:2:3:0.43

Cement consumption    BA-1   DO-2   BA-3   BA-1   DO-2   BA-3
(kg [m.sup.-3])       329    322    332    389    380    392


Concrete mix design    1:1.5:2.5:0.35

Cement consumption    BA-1   DO-2   BA-3
(kg [m.sup.-3])       470    459    474

Table 3. Average compressive strength ([]) and respective
standard deviation ([S.sub.d]) of all the concrete mix designs.

                      Compressive strength (MPa)

mix design      age      7 days   14 days   28 days   56 days

C20-BA-1     [f.sub.m]   22.87     24.44     25.57     26.19
             [S.sub.d]    1.63     1.59      2.24      2.12
C30-BA-1     [f.sub.m]   32.22     35.67     35.78     36.29
             [S.sub.d]    1.98     2.65      3.15      2.12
C40-BA-1     [f.sub.m]   46.49     51.72     53.63     56.00
             [S.sub.d]    5.39     4.98      3.83      5.85
C20-DO-2     [f.sub.m]   25.65     28.73     29.48     29.82
             [S.sub.d]    1.06     1.81       1.7      1.65
C30-DO-2     [f.sub.m]    32.1     35.63     35.61     36.72
             [S.sub.d]    2.44     2.11      1.08      1.39
C40-DO-2     [f.sub.m]   49.86     50.44     49.54     52.04
             [S.sub.d]    3.87     4.47      2.00      4.98
C20-BA-3     [f.sub.m]   26.88     29.69     35.50     36.61
             [S.sub.d]    1.67     2.33      1.36      1.89
C30-BA-3     [f.sub.m]   36.26     39.33     42.18     46.04
             [S.sub.d]    1.73     1.48      0.85      3.93
C40-BA-3     [f.sub.m]   47.46     49.90     49.50     50.29
             [S.sub.d]    3.35     2.81      2.89      2.12

[f.sub.m] = average compressive strength,
[S.sub.d] = standard deviation.

Table 4. Average elasticity modulus ([E.sub.cim]) and the respective
standard deviations ([S.sub.d]) of all the concrete mix designs.

                       Elasticity modulus (GPa)

mix            age       7 days   14 days   28 days   56 days

C20-BA-1   [E.sub.cim]    31.3     32.4      35.06     37.77
            [S.sub.d]     1.58     3.64      1.91      1.06
C30-BA-1   [E.sub.cim]   38.39     39.47     40.96     43.65
            [S.sub.d]     2.92     1.83      3.16      1.95
C40-BA-1   [E.sub.cim]   46.72     46.13     52.80     52.73
            [S.sub.d]     2.02     1.59      2.90      4.10
C20-DO-2   [E.sub.cim]   36.35     36.98     37.24     37.68
            [S.sub.d]     1.72     1.51       2.3      1.98
C30-DO-2   [E.sub.cim]   40.08     39.90     41.50     42.00
            [S.sub.d]     1.72     0.44      0.92      4.66
C40-DO-2   [E.sub.cim]   48.97     48.53     52.45     53.38
            [S.sub.d]     2.10     1.25      3.18      2.59
C20-BA-3   [E.sub.cim]   36.50     42.32     42.38     43.02
            [S.sub.d]     2.88     4.39      1.25      4.24
C30-BA-3   [E.sub.cim]   40.65     42.35     43.17     46.40
            [S.sub.d]     3.71     4.06      5.72      4.30
C40-BA-3   [E.sub.cim]   45.26     45.72     53.70     56.72
            [S.sub.d]     2.01     4.74      5.07      2.14

[] = average modulus of elasticity, Sd= standard deviation
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Author:dos Santos, Antonio Carlos; de Arruda, Angela Maria; da Silva, Turibio Jose; de Carvalho Palma Vitor
Publication:Acta Scientiarum. Technology (UEM)
Date:Jan 1, 2017
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