Mechanical and Microstructural Properties of Rubberized Geopolymer Concrete: Modeling and Optimization

The construction industry is increasingly focused on sustainability, with a particular emphasis on reducing the environmental impact of cement production. One approach to this problem is to use recycled materials and explore eco-friendly raw materials, such as alumino-silicate by-products like fly a...

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Main Authors: Giri, Y.G.A.L.P., Mohammed, B.S., Liew, M.S., Zawawi, N.A.W.A., Abdulkadir, I., Singh, P., Ravindran, G.
Format: Article
Published: Multidisciplinary Digital Publishing Institute (MDPI) 2023
Online Access:http://scholars.utp.edu.my/id/eprint/37426/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85169124271&doi=10.3390%2fbuildings13082021&partnerID=40&md5=4cdfece4590fe987cc18cd676f182f91
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spelling oai:scholars.utp.edu.my:374262023-10-04T12:43:50Z http://scholars.utp.edu.my/id/eprint/37426/ Mechanical and Microstructural Properties of Rubberized Geopolymer Concrete: Modeling and Optimization Giri, Y.G.A.L.P. Mohammed, B.S. Liew, M.S. Zawawi, N.A.W.A. Abdulkadir, I. Singh, P. Ravindran, G. The construction industry is increasingly focused on sustainability, with a particular emphasis on reducing the environmental impact of cement production. One approach to this problem is to use recycled materials and explore eco-friendly raw materials, such as alumino-silicate by-products like fly ash, which can be used as raw materials for geopolymer concrete. To enhance the ductility, failure mode, and toughness of the geopolymer, researchers have added crumb rubber processed from scrap tires as partial replacement to fine aggregate of the geopolymer. Therefore, this study aims to develop rubberized geopolymer concrete (RGC) by partially replacing the fine aggregate with crumb rubber (CR). To optimize the mechanical properties of RGC, response surface methodology (RSM) has been used to develop 13 mixes with different levels and proportions of CR (10�30 partial replacement of fine aggregate by volume) and sodium hydroxide molarity (10�14 M) as input variables. The results showed that the strength properties increased as the molarity of NaOH increased, while the opposite trend was observed with CR. The maximum values for compressive strength, flexural strength, and uniaxial tensile strength were found to be 25 MPa, 3.1 MPa, and 0.41 MPa, respectively. Response surface models of the mechanical strengths, which were validated using ANOVA with high R2 values of 72�99, have been developed. It has been found that using 10 CR with 14 M sodium hydroxide resulting in the best mechanical properties for RGC, which was validated with experimental tests. The result of the multi-objective optimization indicated that the optimum addition level for NaOH is 14 M, and the fine aggregate replacement level with CR is 10 in order to achieve a rubberized geopolymer suitable for structural applications. © 2023 by the authors. Multidisciplinary Digital Publishing Institute (MDPI) 2023 Article NonPeerReviewed Giri, Y.G.A.L.P. and Mohammed, B.S. and Liew, M.S. and Zawawi, N.A.W.A. and Abdulkadir, I. and Singh, P. and Ravindran, G. (2023) Mechanical and Microstructural Properties of Rubberized Geopolymer Concrete: Modeling and Optimization. Buildings, 13 (8). ISSN 20755309 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85169124271&doi=10.3390%2fbuildings13082021&partnerID=40&md5=4cdfece4590fe987cc18cd676f182f91 10.3390/buildings13082021 10.3390/buildings13082021 10.3390/buildings13082021
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description The construction industry is increasingly focused on sustainability, with a particular emphasis on reducing the environmental impact of cement production. One approach to this problem is to use recycled materials and explore eco-friendly raw materials, such as alumino-silicate by-products like fly ash, which can be used as raw materials for geopolymer concrete. To enhance the ductility, failure mode, and toughness of the geopolymer, researchers have added crumb rubber processed from scrap tires as partial replacement to fine aggregate of the geopolymer. Therefore, this study aims to develop rubberized geopolymer concrete (RGC) by partially replacing the fine aggregate with crumb rubber (CR). To optimize the mechanical properties of RGC, response surface methodology (RSM) has been used to develop 13 mixes with different levels and proportions of CR (10�30 partial replacement of fine aggregate by volume) and sodium hydroxide molarity (10�14 M) as input variables. The results showed that the strength properties increased as the molarity of NaOH increased, while the opposite trend was observed with CR. The maximum values for compressive strength, flexural strength, and uniaxial tensile strength were found to be 25 MPa, 3.1 MPa, and 0.41 MPa, respectively. Response surface models of the mechanical strengths, which were validated using ANOVA with high R2 values of 72�99, have been developed. It has been found that using 10 CR with 14 M sodium hydroxide resulting in the best mechanical properties for RGC, which was validated with experimental tests. The result of the multi-objective optimization indicated that the optimum addition level for NaOH is 14 M, and the fine aggregate replacement level with CR is 10 in order to achieve a rubberized geopolymer suitable for structural applications. © 2023 by the authors.
format Article
author Giri, Y.G.A.L.P.
Mohammed, B.S.
Liew, M.S.
Zawawi, N.A.W.A.
Abdulkadir, I.
Singh, P.
Ravindran, G.
spellingShingle Giri, Y.G.A.L.P.
Mohammed, B.S.
Liew, M.S.
Zawawi, N.A.W.A.
Abdulkadir, I.
Singh, P.
Ravindran, G.
Mechanical and Microstructural Properties of Rubberized Geopolymer Concrete: Modeling and Optimization
author_facet Giri, Y.G.A.L.P.
Mohammed, B.S.
Liew, M.S.
Zawawi, N.A.W.A.
Abdulkadir, I.
Singh, P.
Ravindran, G.
author_sort Giri, Y.G.A.L.P.
title Mechanical and Microstructural Properties of Rubberized Geopolymer Concrete: Modeling and Optimization
title_short Mechanical and Microstructural Properties of Rubberized Geopolymer Concrete: Modeling and Optimization
title_full Mechanical and Microstructural Properties of Rubberized Geopolymer Concrete: Modeling and Optimization
title_fullStr Mechanical and Microstructural Properties of Rubberized Geopolymer Concrete: Modeling and Optimization
title_full_unstemmed Mechanical and Microstructural Properties of Rubberized Geopolymer Concrete: Modeling and Optimization
title_sort mechanical and microstructural properties of rubberized geopolymer concrete: modeling and optimization
publisher Multidisciplinary Digital Publishing Institute (MDPI)
publishDate 2023
url http://scholars.utp.edu.my/id/eprint/37426/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85169124271&doi=10.3390%2fbuildings13082021&partnerID=40&md5=4cdfece4590fe987cc18cd676f182f91
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score 13.222552