Abstract
Globally there is continuous rapid production of waste tires due to an increase in vehicle usage, which is becoming a serious environmental issue as its disposal and reuse affect sustainability negatively. With concrete being the most commonly available man-made construction material, there is a serious concern over the sustainability of natural resources mostly aggregate. One of the ways to address problems related to waste tire disposal and sustainability of natural material is by incorporating the waste tires in concrete production. In this paper, the effect of crumb rubber (CR) particles partially replacing the natural sand at 0 to 30% interval of 10%, modified with nanosilica (NS) added at 0%, 2% and 3% by weight of cement in roller-compacted concrete (RCC) was investigated. Moreover, response surface methodology (RSM) was employed to develop a model for predicting fresh density, Vebe time and compressive strengths. The result showed that 2%NS is effective in mitigating strength loss in concrete containing crumb rubber up to 10%. The addition of 2% NS to RCC with 10% CR improved its strength by 10.3%, 12.7% and 27.4% at 3 days, 7 days and 28 days, respectively. The RSM models developed were significant, and there is a good correlation between the observed values and the predicted variables. Finally, the 28-day compressive strength of RCC incorporated with CR and NS was predicted based on its 3-day and 7-day compressive strengths.
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References
He L et al (2016) Surface modification of crumb rubber and its influence on the mechanical properties of rubber-cement concrete. Constr Build Mater 120:403–407
Thomas BS et al (2015) Performance of high strength rubberized concrete in aggressive environment. Constr Build Mater 83:320–326
WBCSD (2008) Managing end-of-life tires. In: World Business Council for Sustainable Development, WBCSD, Editor. Washington DC, USA
Thomas BS, Gupta RC, Panicker VJ (2016) Recycling of waste tire rubber as aggregate in concrete: durability-related performance. J Clean Prod 112:504–513
Azevedo F et al (2012) Properties and durability of HPC with tyre rubber wastes. Constr Build Mater 34:186–191
Association RM (2009) Scrap tire markets in the United States: 9th biennial report. Washington, DC
RMA (2016) Scrap tire markets in the United States: 9th biennial report. Rubber Manufacturers Association: Washington DC, USA
Aliabdo AA, Elmoaty AEMA, AbdElbaset MM (2015) Utilization of waste rubber in non-structural applications. Constr Build Mater 91:195–207
Siddique R (2007) Waste materials and by-products in concrete. Springer
Ayanoğlu A, Yumrutaş R (2016) Production of gasoline and diesel like fuels from waste tire oil by using catalytic pyrolysis. Energy 103:456–468
Connor K et al (2013) Developing a sustainable waste tire management strategy for Thailand. Worcester Polytechnic Institute, Worcester, Massachusetts
Meddah A, Beddar M, Bali A (2014) Use of shredded rubber tire aggregates for roller compacted concrete pavement. J Clean Prod 72:187–192
Thomas BS, Gupta RC (2016) Properties of high strength concrete containing scrap tire rubber. J Clean Prod 113:86–92
Gupta T, Chaudhary S, Sharma RK (2016) Mechanical and durability properties of waste rubber fiber concrete with and without silica fume. J Clean Prod 112:702–711
Youssf O, Mills JE, Hassanli R (2016) Assessment of the mechanical performance of crumb rubber concrete. Constr Build Mater 125:175–183
Khaloo AR, Dehestani M, Rahmatabadi P (2008) Mechanical properties of concrete containing a high volume of tire–rubber particles. Waste Manage 28(12):2472–2482
Atahan AO, Yücel AÖ (2012) Crumb rubber in concrete: static and dynamic evaluation. Constr Build Mater 36:617–622
Ganjian E, Khorami M, Maghsoudi AA (2009) Scrap-tyre-rubber replacement for aggregate and filler in concrete. Constr Build Mater 23(5):1828–1836
Gupta T, Chaudhary S, Sharma RK (2014) Assessment of mechanical and durability properties of concrete containing waste rubber tire as fine aggregate. Constr Build Mater 73:562–574
Mohammed BS, Azmi N (2014) Strength reduction factors for structural rubbercrete. Front Struct Civ Eng 8(3):270–281
Onuaguluchi O, Panesar DK (2014) Hardened properties of concrete mixtures containing pre-coated crumb rubber and silica fume. J Clean Prod 82:125–131
Musa Adamu BSM, Shafiq N (2016) Nano silica modified roller compacted rubbercrete: an overview. In: Proceedings of the 3rd international conference on civil, offshore and environmental engineering (ICCOEE 2016, Malaysia, 15–17 Aug 2016). Engineering Challenges for Sustainable Future. CRC Press-Taylor & Francis Group, London UK
Onuaguluchi O (2015) Effects of surface pre-coating and silica fume on crumb rubber-cement matrix interface and cement mortar properties. J Clean Prod 104:339–345
Gesoğlu M, Güneyisi E (2007) Strength development and chloride penetration in rubberized concretes with and without silica fume. Mater Struct 40(9):953–964
Liu R, Zhang L (2015) Utilization of waste tire rubber powder in concrete. Compos Interfaces 22(9):823–835
Pelisser F et al (2012) Lightweight concrete production with low Portland cement consumption. J Clean Prod 23(1):68–74
Mohammed BS et al (2016) Properties of nano silica modified rubbercrete. J Clean Prod 119:66–75
Fakhri M (2016) The effect of waste rubber particles and silica fume on the mechanical properties of Roller Compacted Concrete Pavement. J Clean Prod 129:521–530
Karblaie M, Sohrabi MR (2012) Study and comparison of compressive strength of concrete containing crumb rubber and rubber powder with nano silica. Amirkabir J Civ Eng 43(2):63–70
Adamu M et al (2020) Durability performance of high volume fly ash roller compacted concrete pavement containing crumb rubber and nano silica. Int J Pavem Eng 21(12):1437–1444
Davoodi A et al (2021) Evaluation of performance parameters of cement mortar in semi-flexible pavement using rubber powder and nano silica additives. Constr Build Mater 302:124166
Adamu M, Mohammed BS, Liew MS (2018) Mechanical properties and performance of high volume fly ash roller compacted concrete containing crumb rubber and nano silica. Constr Build Mater 171:521–538
Chalangaran N, Farzampour A, Paslar N (2020) Nano silica and metakaolin effects on the behavior of concrete containing rubber crumbs. CivilEng 1(3):264–274
Adamu M, Mohammed BS, Shafiq N (2017) Flexural performance of nano silica modified roller compacted rubbercrete. Int J Adv Appl Sci 4(9):6–18
Mohammed BS (2010) Structural behavior and m–k value of composite slab utilizing concrete containing crumb rubber. Constr Build Mater 24(7):1214–1221
Mohammed BS et al (2012) Properties of crumb rubber hollow concrete block. J Clean Prod 23(1):57–67
ACI 211.3R (2002) Guide for selecting proportions for no-slump concrete. American Concrete Institute: Michigan, USA
CRD-C 162 (1992) Standard practice for selecting proportions for roller compacted concrete (RCC) pavement mixtures using soil compaction concepts. Department of the Army, Corps of Engineers: Washington, DC, USA
Medine M, Trouzine H, De Aguiar JB (2016) Fresh state properties of concrete incorporating scrap tire rubber. Periodica Polytechn Civ Eng 60(4):610–617
Mohammed BS, Adamu M (2018) Mechanical performance of roller compacted concrete pavement containing crumb rubber and nano silica. Constr Build Mater 159:234–251
Montgomery DC (2008) Design and analysis of experiments. Wiley
Aldahdooh M, Bunnori NM, Johari MM (2013) Evaluation of ultra-high-performance-fiber reinforced concrete binder content using the response surface method. Mater Des 52:957–965
Adamu M, Olalekan SS, Aliyu MM (2020) Optimizing the mechanical properties of pervious concrete containing calcium carbide and rice husk ash using response surface methodology. J Soft Comput Civ Eng 4:95–118
ERMCO (2013) ERMCO guide to roller compacted concrete pavements. European Ready Mixed Concrete Organization
Bamforth P et al (2008) Properties of Concrete for use in Euro code, vol 2. The Concrete Centre
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The authors wish to acknowledge the structures and materials laboratory (S&M Lab) of the College of Engineering, Prince Sultan University, Riyadh, Saudi Arabia, for their viable support.
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Adamu, M., Haruna, S.I., Ibrahim, Y.E. et al. Investigating the properties of roller-compacted rubberized concrete modified with nanosilica using response surface methodology. Innov. Infrastruct. Solut. 7, 119 (2022). https://doi.org/10.1007/s41062-021-00717-4
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DOI: https://doi.org/10.1007/s41062-021-00717-4