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Experimental investigation on static compressive toughness of steel fiber rubber concrete

  • Yongtao Gao EMAIL logo , Bin Wang EMAIL logo , Changjiang Liu EMAIL logo , David Hui EMAIL logo , Qiang Xu , Qihua Zhao , Yiwen Qin and Wei Dong
Published/Copyright: September 26, 2022
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Abstract

Recycled rubber particles can be produced by using waste tires. Adding recycled rubber particles to concrete can form rubber concrete (RC). RC can not only reduce the amount of natural sand and reduce the cost of concrete but also improve the static compressive toughness of concrete. Adding steel fiber into RC can improve the strength of concrete. In order to study the compressive toughness of steel fiber rubber concrete (SFRC), rubber particles washed with NaOH are added to steel fiber reinforced concrete. This can enhance the bonding performance between the recycled rubber particles and concrete. The volume ratio of recycled rubber is 5, 10, and 15%. Prismatic and cubic test blocks were prepared and their compressive tests were carried out. The results show that the stress interaction between the rubber particles and steel fiber in concrete significantly improves the compressive strength, elastic modulus, and stress–strain relationship of concrete. The compressive toughness and ductility of concrete are improved. When the content of rubber particles is 15–20%, the compressive toughness of SFRC is improved most obviously. Through experiments, the toughness index and specific toughness of rubber steel fiber reinforced concrete are calculated, which explores a new way and method for studying the compressive toughness of similar recycled material concrete.

1 Introduction

Waste tire is a kind of recyclable solid waste. Its reuse is the consensus of many countries and international organizations, such as WTO [1]. The treatment and utilization of waste tire can achieve the win-win goal of economic benefits and environmental protection [2]. At present, there are about 1.5 billion untreated waste tires in the world. China is a large country of automobile production and consumption [3]. According to the statistics of the United Nations Environment Programme, in 2021, Europe produced about 4 million tons of waste tires, North America produced about 15 million tons of waste tires, Japan produced about 3.5 million tons of waste tires, and China produced 9.5 million tons of waste tires [4]. The total amount of waste tires produced in the world is as high as 55 million tons. Among these waste tires, the reuse rate is 92% in Europe, 83% in North America, 75% in Japan, and only 50% in China [5]. Randomly stacking or simply burning waste tires not only occupies land resources, but also seriously pollutes the environment [6]. Processing waste tires into particles to form recycled rubber and adding recycled rubber to concrete can not only improve the toughness of concrete, but also replace fine aggregate, so as to reduce the damage of sand mining activities to the environment [7,8].

Adding rubber particles into concrete can improve plasticity and toughness, enhance energy dissipation capacity, and reduce compressive strength and elastic modulus [5,9,10,11,12]. Through the splitting tensile test, it is found that the toughness of the prismatic specimen mixed with rubber particles is significantly higher than that of plain concrete. Even if the specimen is cracked with small crack length, it is difficult to break [13,14,15,16]. The energy dissipation capacity of rubber concrete (RC) to dynamic load is obviously better than that of normal concrete (NC). Crumbs and waste rubber particles are mixed in the concrete, the volume content of the mixture is 12.5, 25, 37.5, and 50%, respectively. It is found that the compressive strength and elastic modulus of RC decrease significantly through the compression test, the toughness is closely related to the content of rubber [17,18,19,20,21,22,23,24].

Adding steel fiber or other fibers into concrete can enhance the impact toughness and ductility of concrete and improve the crack resistance and durability of concrete through the synergistic effect between fiber and rubber [25,26]. In order to reduce the decline in strength of RC, steel fiber is added into RC. Through splitting tensile test, it is found that the crack development of steel fiber rubber concrete (SFRC) is obviously slower than that of NC [27]. The test shows that adding rubber particles and hook shaped steel fiber into concrete can improve the strain performance of concrete through their cooperative work. The crack of concrete develops slowly and the crack width is smaller than that of NC [28,29,30,31].

Through the compression test and bending test, the results show that the shrinkage rate of concrete with steel fiber recycled aggregate concrete mixed with rubber is significantly lower than that of NC [32]. The adhesion between rubber particles and concrete matrix is obviously improved [33]. More researchers combine steel fibers or other fibers with rubber particles to form a large number of types of concrete, so as to meet the needs of various projects for different properties of concrete, so as to increase the application range of concrete [34,35,36,37,38,39]. For example, the ductility of reinforced concrete, RC, SFRC, polypropylene RC, and hybrid fiber concrete pipes is studied. The results show that the strength and ductility of concrete pipes mixed with hybrid fibers (steel fiber and polypropylene fiber) are better than those mixed with single fiber [40].

The research on the static pressure strength of recycled RC or steel fiber reinforced concrete is relatively mature, and their toughness and ductility are also studied, but the research on the static compression toughness of SFRC is less. Adding recycled rubber particles directly to concrete will reduce the compressive strength of concrete, but the treated rubber particles will increase their bonding performance with concrete [41]. There are two main treatment methods, one is to wrap the recycled rubber particles with cement slurry, and the other is to wash the recycled rubber particles with NaOH [42]. According to the analysis of existing research results, the effect of washing recycled rubber particles with NaOH is better than wrapping cement slurry. Cleaning the rubber particles with NaOH solution can remove the impurities attached to the rubber particles and improve the adhesion between the rubber particles and cement. The compressive strength of RC washed with NaOH solution is significantly higher than that of ordinary RC [43]. In order to study the compression toughness of SFRC, recycled rubber particles produced by waste tires were used to replace some natural fine aggregate, and the recycled rubber particles were washed with NaOH. NC, recycled RC, SFRC cube and prism specimens were prepared for compression test. The slump, density, compressive strength, elastic modulus, ductility, and compressive toughness of different kinds of concrete are analyzed and evaluated from multiple indexes.

2 Experiment process

2.1 Material and specimen preparation

The cement is Lafarge PO 42.5 ordinary Portland cement, with a density of 3,150 kg·m−3. The coarse aggregate shall be natural crushed stone with particle size of 5–14 mm and density of 2,650 kg·m−3. The density of natural sand used for fine aggregate is 2,640 kg·m−3 and the fineness modulus is 3.4. The particle size distribution of coarse and fine aggregates is shown in Figure 1. The hook-end steel fiber is characterized by high tensile strength, good toughness, improved impact and fatigue resistance of concrete, improved impermeability of concrete, and low price. In the previous study, it was found that the compressive strength and tensile strength of hook-end steel fiber reinforced concrete were higher than that of milled steel fiber reinforced concrete. The steel fiber is of end hook type [44], with a length of 60 mm and the aspect ratio of 80. Steel fiber shall be added according to 0.5% of the volume fraction of concrete. The rubber particle size is 1.18–2.36 mm, after soaking in 5% NaOH solution for 24 h, it is taken out and flushed to pH value of 7 for standby. Superplasticizer containing high-grade polycarboxylate ether is used, and the dosage is 0.3% of the weight of cement. The purpose of adding superplasticizer is to obtain the required workability. Rubber particles and steel fibers are shown in Figure 2.

Figure 1 
                  Particle size distribution of fine and coarse aggregate.
Figure 1

Particle size distribution of fine and coarse aggregate.

Figure 2 
                  Rubber particles and steel fibers. (a) Rubber particles; (b) rubber NaOH washing modification; and (c) steel fibers.
Figure 2

Rubber particles and steel fibers. (a) Rubber particles; (b) rubber NaOH washing modification; and (c) steel fibers.

By changing the proportion of steel fiber and rubber particles, specimens of NC group 1, steel fiber concrete (SFC) group 1, RC group 3, and SFRC group 3 were prepared, respectively. The target value of cube compressive strength of NC was 40 MPa. The volume substitution rate of rubber particles to fine aggregate in RC and SFRC is 5, 10, and 15%. Table 1 shows the mix proportion of different types of concrete. The mix proportion design refers to the code of steel fiber reinforced concrete and the code of standard for test methods of concrete’s physical and mechanical properties. The samples of each mix proportion include 6 prisms (100 mm × 100 mm × 300 mm) and 9 cubes (100 mm × 100 mm × 100 mm). Prismatic samples are used to test the 28 days compressive strength and obtain the stress–strain relationship, and cube test blocks are used to determine the bulk density and 7, 14, and 28 days compressive strength. All mixtures are vibrated on a disc vibrator after pouring in the laboratory (Figure 3). After 24 h, the mixtures are taken out of the mold for curing, and compression test is conducted after reaching the age.

Table 1

Concrete mix proportion of various test pieces

Test piece no. Steel fiber (kg) Cement (kg) Water (kg) Crushed stone (kg) Sand (kg) Superplasticizer (kg)
NC 430 202 907 814 13.1
SFC 39 430 202 907 814 13.1
RC-5 430 202 907 773 13.1
RC-10 430 202 907 732 13.1
RC-15 430 202 907 692 13.1
SFRC-5 39 430 202 907 773 13.1
SFRC-10 39 430 202 907 732 13.1
SFRC-15 39 430 202 907 692 13.1

Note: NC is normal concrete; SFC is steel fiber concrete; RC-5 is rubber concrete with 5% recycled rubber by volume; RC-10 is rubber concrete with 10% recycled rubber by volume; RC-15 is rubber concrete with 15% recycled rubber by volume; SFRC-5 is steel fiber rubber concrete with the volume content of rubber of 5%; SFRC-10 is steel fiber rubber concrete with the volume content of rubber of 10%; SFRC-15 is steel fiber rubber concrete with the volume content of rubber of 15%.

Figure 3 
                  Pouring and vibrating of test block.
Figure 3

Pouring and vibrating of test block.

2.2 Test set up

Slump tests shall be conducted for each concrete mixture before pouring (Figure 4). The loading rate of prismatic axial compression test is 0.3 MPa·s−1, which is loaded until the specimen is damaged, and the stress–strain curve under uniform loading was recorded. Cube specimens were tested for cube compressive strength at 7, 14, and 28 days of age. The test device for cube and prism samples is shown in Figure 5.

Figure 4 
                  Slump test.
Figure 4

Slump test.

Figure 5 
                  Test device of prismatic and cube samples. (a) Prism axial compression test; and (b) cube compression test.
Figure 5

Test device of prismatic and cube samples. (a) Prism axial compression test; and (b) cube compression test.

3 Test results and discussion

3.1 Slump

The designed slump of fresh concrete is 30–60 mm. Figure 6 shows that the measured slump of various concrete mixtures is basically within the design mix proportion range. Compared with NC, the slump of either steel fiber reinforced concrete or RC, or SFRC decreased significantly. In addition, the slump of RC is greater than that of steel fiber reinforced concrete and SFRC. The slump of RC and rubber SFC decreases with the increase in rubber particle volume content. The greater the rubber content, the more the slump decreases. The reason is that the friction between concrete compounds increases due to the rough surface of rubber particles. With the increase in rubber content, the segregation of rubber particles appears in the concrete mixture during pouring and vibration. The reason is that the relative density of rubber particles is low and floats up during mixing and vibration. Therefore, it is recommended to use concrete admixtures to reduce voids and improve the micro-structure of the mixture.

Figure 6 
                  Slump of different concrete mix proportion.
Figure 6

Slump of different concrete mix proportion.

The slump of SFRC decreases more than that of RC. The measured slump of SFRC-15 is only 46 mm, which is reduced by 9 mm and 20% compared with that of RC-15. Adding superplasticizer into RC and SFRC can obtain the workability similar to that of NC. In addition, compared with the mixture containing fine rubber particles with particle size of 1.2 mm, the mixture containing coarse rubber particles with particle size of 2.3 mm has better workability.

3.2 Density

In order to accurately determine the density of various concrete, the size of each sample is measured with a digital vernier caliper and the volume is calculated. It is found that adding rubber particles to concrete will reduce the density of concrete. The reason is that the volume of rubber particles used to replace fine aggregate is larger than sand, but the density is smaller than sand. At the same time, due to the nonpolarity of rubber particles, the increase in rubber content will also lead to the adhesion of air to the surface of rubber particles. The effect of rubber particle substitution rate on the density of NC and steel fiber reinforced concrete is shown in Figure 7. Compared with NC, after adding 5, 10, and 15% rubber particles in RC, the average density of concrete is reduced by 1.3, 2.2, and 3.0% respectively. When adding rubber particles to steel fiber reinforced concrete, the mixture with the same replacement rate also has a similar change trend. The average density of SFRC is 2,387 kg·m−3, which depends on the substitution rate of rubber particles, but has no obvious relationship with the particle size of rubber particles.

Figure 7 
                  Effect of rubber particle content on concrete density.
Figure 7

Effect of rubber particle content on concrete density.

3.3 Compressive strength

The cube compressive strength test results of 7, 14, and 28 days old samples of each mix proportion are shown in Table 2. The results show that the strength of steel fiber reinforced concrete at each age is the highest, followed by NC, and the strength of both RC and SFRC is lower than that of NC and steel fiber reinforced concrete. The results of 28 days cube compressive strength of RC and SFRC are shown in Figure 8, which shows that the concrete strength decreases with the increase in rubber particle content.

Table 2

Density and compressive strength of cube samples

Test piece no Density (kg·m−3) 28 days Compressive strength (N·mm−2)
7 days 14 days 28 days
NC 2,403 30.9 37.3 46.3
SFC 2,354 34.7 38.8 48.6
RC-5 2,375 27.3 32.3 40.4
RC-10 2,347 23.7 28.3 36.4
RC-15 2,329 21.8 25.9 34.3
SFRC-5 2,413 28.9 33.7 42.9
SFRC-10 2,383 26.3 29.8 38.6
SFRC-15 2,372 24.2 27.3 36.7
Figure 8 
                  Cube compressive strength of concrete with different mix proportions.
Figure 8

Cube compressive strength of concrete with different mix proportions.

For three age concrete cube samples, when the content of rubber particles increases, the cube compressive strength of RC and SFRC decreases. The cube strengths of NC and steel fiber reinforced concrete are 46.3 MPa and 48.6 MPa, respectively. Compared with the cube compressive strength of NC at 28 days, the strength of RC decreased by 12.7, 21.4, and 25.9% when the content of rubber particles was 5, 10, and 15%, respectively. Compared with the cube compressive strength of steel fiber reinforced concrete at 28 days, when the rubber particle content is 5, 10, and 15%, the strength of SFRC decreases by 11.7, 20.6, and 24.5%, respectively.

When the content of rubber particles increases from 0 to 15%, the 7–14 days compressive strength of RC cube decreases by 29.5 and 30.6%, respectively, compared with NC. The cube compressive strength of SFRC at 7–14 days decreased by 30.3 and 29.6%, respectively.

The static test shows that whether steel fiber is added to NC or RC, the strength increases at each age stage, and the strength decline of concrete mixed with steel fiber is less than that of concrete without steel fiber.

Table 3 shows the axial compression test results of prisms at the age of 28 days. The average compressive strength of NC prism is 41.3 MPa. The average compressive strength of steel fiber reinforced concrete prism is 43.2 MPa, which is 1.05 times higher than that of NC, indicating that the improvement in end-hook steel fiber on the compressive strength of concrete is not significant, which may be due to the small volume content of steel fiber. The effect of steel fiber is related to volume fraction and aspect ratio. The increase in compressive strength of SFRC offsets the decrease caused by the addition of rubber particles [45,46,47]. Compared with steel fiber reinforced concrete, when the content of rubber particles is 5, 10, and 15%, the strength of SFRC decreases to 37.6, 35.2, and 32.4 MPa, 13, 18.5, and 25%, respectively. For RC without steel fiber, the reduction rates are 15.7, 19.4, and 27.8%, respectively. The decreasing trend of compressive strength of RC and SFRC is similar, and the decreasing range is also close.

Table 3

Axial compression test results of prismatic specimens

Test piece no Modulus of elasticity (103 N·mm−2) Axial compressive strength (N·mm−2) Toughness (10−2 N·mm−2) Toughness index Specific toughness (%)
NC 33.1 41.3 20.17 1.14 0.488
SFC 35.2 43.2 26.01 1.18 0.604
RC-5 29.8 34.8 21.88 1.13 0.627
RC-10 28.5 33.3 23.21 1.26 0.699
RC-15 26.8 29.8 23.44 1.33 0.786
SFRC-5 32.3 37.6 28.26 1.23 0.753
SFRC-10 30.1 35.2 29.85 1.25 0.854
SFRC-15 28.8 32.4 30.36 1.33 0.932

The main reason for the reduction in compressive strength after adding rubber particles into concrete is that the inter-facial transition zone becomes weaker, and the bonding between rubber and cement matrix is separated by voids, resulting in separation around cement matrix and rubber particles [48,49,50]. In the RC mixed with steel fiber, the function of rubber particles is the same as that of RC. Although this effect can be ignored when the amount of rubber particles is small, the effect of adding rubber particles is similar whether the concrete composite is reinforced with steel fiber or not.

3.4 Modulus of elasticity

In order to evaluate the ability of SFRC to resist elastic deformation, it is necessary to study its elastic modulus.

Figure 9 shows the relationship between rubber content and elastic modulus of concrete. It is obvious that adding rubber particles will reduce the elastic modulus of NC and steel fiber reinforced concrete. The elastic modulus of NC is 33.1 GPa. When the content of rubber particles is 5, 10 and 15%, the elastic modulus of RC decreases by 10, 13.9, and 19%, respectively. When the rubber content is 5, 10, and 15%, the elastic modulus of SFRC is 8.2, 14.5, and 18.2% lower than that of SFC, respectively. The elastic modulus of SFRC is higher than that of RC, but lower than that of NC and SFC, indicating that steel fiber can increase the elastic modulus of concrete, but rubber particles reduce the elastic modulus of concrete more.

Figure 9 
                  Elastic modulus of concrete with different mix proportions.
Figure 9

Elastic modulus of concrete with different mix proportions.

Comparing the test value of concrete elastic modulus with the elastic modulus calculated by formula (1), it is found that the elastic modulus calculated by formula (1) is smaller than the test value, but the deviation is very small. Therefore, it is acceptable to use the empirical formula (1) to predict the elastic modulus of RC and SFC [51,52,53,54,55].

(1) E c = 0.043 W c 1.5 f c ,

where E c is the elastic modulus of concrete, W c is the density of concrete, and f c is the axial compressive strength of prism.

The NC elastic modulus calculated by formula (1) is 29.6 GPa, while the test value is 33.1 GPa. There is a difference between the theoretical calculation value and the test measured value. The density of RC is 2,375–2,329 kg·m−3, the axial compressive strength is 34.8–29.8 MPa, and the calculated value of elastic modulus is between 29.3–26.2 GPa. The elastic modulus of SFRC is also calculated by formula (1). The average compressive strength is 37.6–32.4 MPa, the density is 2,413–2,372 kg·m−3, and the elastic modulus is 31.5, 29.2, and 27.9 GPa, respectively. The comparison between the theoretical calculated value and the measured value of concrete elastic modulus with different mix proportions is shown in Figure 9. The results show that the elastic modulus decreases with the increase in rubber particle content, and the decreasing trend of elastic modulus of RC and SFRC is basically the same.

There is no significant difference between the calculated elastic modulus and the measured compressive strength, as shown in Figure 10. It is feasible to calculate the elastic modulus of RC or steel fiber reinforced concrete by formula (1), which reduces the test workload, and the calculation results can also meet the needs of engineering application [56].

Figure 10 
                  Relationship between elastic modulus and compressive strength of concrete.
Figure 10

Relationship between elastic modulus and compressive strength of concrete.

3.5 Stress–strain curve

Figures 11 and 12 are stress–strain curves of axial compression test of concrete prisms with different mix proportions. The average value of 28 days axial compression test of three samples is used for stress, and the strain limit value is 2% [57]. For concrete samples mixed with rubber particles, the strain corresponding to the peak load increases with the increase in the rubber particle content. In the falling section of the curve after the peak load, the concrete strain also increases with the increase in the rubber particle content.

Figure 11 
                  Stress–strain curve of RC.
Figure 11

Stress–strain curve of RC.

Figure 12 
                  Stress–strain curve of SFRC.
Figure 12

Stress–strain curve of SFRC.

The shape of the stress–strain curve has also changed significantly. The stress value corresponding to the failure of concrete increases with the increase in the rubber particles. The performance of RC sample is obviously different from that of NC, showing good ductility. Comparing the stress–strain curve shapes of RC and NC, it is clear that the increase in rubber particle content enhances the growth of concrete plasticity. The failure state of RC is accompanied by large deformation, and the curve shows a slow downward trend. The strain value corresponding to the stress of RC during failure increases significantly with the increase in rubber particle content. The maximum stress and failure stress of RC stress–strain curve depend on the content of rubber particles [58].

Compared with steel fiber reinforced concrete, the peak stress of SFRC decreases significantly. The more the rubber content, the greater the peak stress decline, while the ultimate strain has little relationship with the content of rubber particles. However, with the increase in the rubber particle content, the stress–strain curve of SFRC becomes more and more gentle after the peak stress. The strain value corresponding to the peak stress increases obviously with the increase in the rubber content, which also shows that adding rubber particles to steel fiber reinforced concrete reduces the strength of concrete, but the ductility of SFRC has been significantly improved. Therefore, it can be concluded that the effect of steel fiber increases the strength of concrete, while rubber particles significantly improve the ductility of concrete, both of which have a positive impact on the compression performance of concrete.

3.6 Compressive toughness

In structural members, whether beams, columns, or walls, the main role of concrete is compression. Therefore, the research on the compressive toughness of SFRC is more targeted than the flexural toughness.

The compressive toughness of concrete can be obtained by calculating the area under the stress–strain curve. The ultimate strain of all kinds of concrete is taken as 2%. The calculation results of compressive toughness of all kinds of concrete with different rubber particle contents are shown in Figure 13. Table 3 shows that the toughness of RC and SFRC increases with the increase in rubber content. No matter how much the content of rubber particles increases, the toughness of SFRC is always higher than that of RC. Due to the limitation of the number of test blocks, in the follow-up research, we can try to study the toughness of RC with large volume content (volume ratio more than 15%), and compare the test results with the toughness of steel fiber reinforced concrete. For SFRC (Figure 13), the toughness value is the largest when the rubber content is 15%, but the difference in toughness value is very small compared with SFRC with rubber content of 10%.

Figure 13 
                  Compressive toughness of different concrete mix proportions.
Figure 13

Compressive toughness of different concrete mix proportions.

Therefore, with the increase in rubber content, the compressive toughness of steel fiber RC shows an increasing trend. The toughness of concrete can be improved by adding rubber to concrete, but the increase range is significantly lower than that of adding steel fiber.

The toughness index is calculated by dividing the area under the stress–strain curve by 80% of the peak stress of the stress–strain curve or by the peak stress corresponding to the ultimate strain [59], the calculation results are shown in Table 3. In addition, Table 3 also calculates the specific toughness of concrete, that is, the ratio of concrete toughness to compressive strength. Among the concrete with different mix proportions, SFRC with 15% rubber particles has the highest toughness index and specific toughness, while NC has the lowest (Figure 14). Whether the concrete type is NC or SFC, adding rubber particles to the mixture can improve the toughness index and specific toughness.

Figure 14 
                  Toughness index of different concrete mix proportions.
Figure 14

Toughness index of different concrete mix proportions.

The toughness index of RC-10 is higher than that of SFRC-5 and SFRC-10, indicating that the toughness and energy dissipation performance of concrete mixed with rubber particles are more effective than that of steel fiber under compressive load. If the coarse and fine rubber particles are mixed, the toughness index of concrete can be increased by more than 6 times, and the maximum replacement rate of rubber instead of aggregate can reach 25% [60].

In any case, adding rubber particles to concrete will improve the toughness index of concrete. The increasing trend of specific toughness is the same as that of toughness index, as shown in Figure 15. As for the changes in toughness index and specific toughness of concrete with rubber particle replacement rate exceeding 15%, further research is needed.

Figure 15 
                  Specific toughness of different concrete mix proportions.
Figure 15

Specific toughness of different concrete mix proportions.

4 Conclusion

By studying the compressive strength, elastic modulus and compressive toughness of eight groups of concrete with different mix proportions, the following conclusions are obtained.

  1. Using recycled rubber particles produced by waste tires to replace some fine aggregates of concrete will reduce the compressive strength of recycled rubber NC and SFRC. The elastic modulus of concrete shows the same downward trend as the compressive strength.

  2. The properties of NC after adding recycled rubber change from brittleness to toughness. With the increase in recycled rubber content, the strain value increases obviously, which indicates that it can withstand greater deformation in the stage after the peak of stress–strain curve.

  3. The addition of recycled rubber particles has a great influence on the toughness of concrete. The increase in recycled rubber particle content increases the area under the stress–strain curve and enhances the energy dissipation capacity of concrete. Due to the existence of steel fiber and the addition of recycled rubber particles, the combination of recycled rubber particles and steel fiber significantly improves the toughness of concrete.

  4. The toughness index of SFRC increases with the increase in the amount of rubber particles. Therefore, SFRC has good energy dissipation performance in engineering structures that need energy absorption.

Acknowledgments

Thank professor Xu Qiang and state key laboratory of geohazard prevention and geoenvironment protection for their guidance.

  1. Funding information: This study was Supported by the Open Fund Declaration of State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology (Grant no. SKLGP2019K019), Guangzhou Basic and Applied Basic Research Project (202201010750), and Sichuan Provincial research and development program (Grant no. 2020YFS0061).

  2. Author contributions: Yongtao Gao, Bin Wang, and Changjiang Liu wrote the article. David Hui, Qiang Xu, Qihua Zhao, Yiwen Qin, and Wei Dong checked the manuscript.

  3. Conflict of interest: One of the co-authors – Prof. David Hui – is an Editor in Chief of Reviews in Advanced Materials Science.

  4. Data availability statement: All data generated or analyzed during this study are included in this published article or are available from the corresponding author on reasonable request.

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Received: 2022-04-05
Revised: 2022-06-22
Accepted: 2022-07-26
Published Online: 2022-09-26

© 2022 Yongtao Gao et al., published by De Gruyter

This work is licensed under the Creative Commons Attribution 4.0 International License.

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