Structural Engineering and Mechanics

  • 제78권2호
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  • Pages.175-186
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  • 2021
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  • 1225-4568(pISSN)
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  • 1598-6217(eISSN)
테크노프레스 (Techno-Press)
권호 표지
DOI QR코드

DOI QR Code

Microstructural and mechanical characteristics of self-compacting concrete with waste rubber

  • Hadzima-Nyarko, Marijana (Faculty of Civil Engineering and Architecture Osijek, Josip Juraj Strossmayer University of Osijek) ;
  • Nyarko, Karlo E. (Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Josip Juraj Strossmayer University of Osijek) ;
  • Djikanovic, Daniela (Institute for Multidisciplinary Research, University of Belgrade) ;
  • Brankovic, Goran (Institute for Multidisciplinary Research, University of Belgrade)
  • 투고 : 2020.08.28
  • 심사 : 2021.02.04
  • 발행 : 2021.04.25
⟨ 이전 논문 다음 논문 ⟩

초록

Due to the increasing environmental pollution caused by scrap tires, a solution is being sought to recycle and use them in a field of civil engineering, i.e., construction. This paper will provide a brief overview of previous researches that give detailed information on the advantages and disadvantages, considering the microstructural and mechanical characteristics of self-compacting concrete, when waste tire rubber as an aggregate is added. With this aim, a database of 144 different mixtures of self-compacting concrete with partial substitute of natural aggregate with recycled tire rubber (self-compacting rubberized concrete, SCRC) provided by various researchers was created. In this study we show that Gaussian process regression (GPR) modelling is an appropriate method for predicting compressive strength of SCC with recycled tire rubber particles and is in accordance with the results displayed by SEM images.

키워드

참고문헌

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피인용 문헌

  1. Modeling of Compressive Strength of Self-Compacting Rubberized Concrete Using Machine Learning vol.14, pp.15, 2021, https://doi.org/10.3390/ma14154346