eprintid: 17099 rev_number: 2 eprint_status: archive userid: 1 dir: disk0/00/01/70/99 datestamp: 2023-12-19 03:23:33 lastmod: 2023-12-19 03:23:33 status_changed: 2023-12-19 03:07:27 type: article metadata_visibility: show creators_name: Rahim, N.I. creators_name: Mohammed, B.S. creators_name: Abdulkadir, I. creators_name: Dahim, M. title: Effect of Crumb Rubber, Fly Ash, and Nanosilica on the Properties of Self-Compacting Concrete Using Response Surface Methodology ispublished: pub keywords: Aggregates; Cements; Deformation; Rubber; Self compacting concrete; Surface properties; Tensile strength, Crumb rubber; Deformation capacity; Low water; Nano Silica; Nanosilicum; Property; Response surface methodology; Response-surface methodology; Self-compacting concrete, Fly ash note: cited By 17 abstract: Producing high-strength self-compacting concrete (SCC) requires a low water-cement ratio (W/C). Hence, using a superplasticizer is necessary to attain the desired self-compacting properties at a fresh state. The use of low W/C results in very brittle concrete with a low deformation capacity. This research aims to investigate the influence of crumb rubber (CR), fly ash (FA), and nanosilica (NS) on SCC�s workability and mechanical properties. Using response surface methodology (RSM), 20 mixes were developed containing different levels and proportions of FA (10�40 replacement of cement), CR (5�15 replacement of fine aggregate), and NS (0�4 addition) as the input variables. The workability was assessed through the slump flow, T500, L-box, and V-funnel tests following the guidelines of EFNARC 2005. The compressive, flexural, and tensile strengths were determined at 28 days and considered as the responses for the response surface methodology (RSM) analyses. The results revealed that the workability properties were increased with an increase in FA but decreased with CR replacement and the addition of NS. The pore-refining effect and pozzolanic reactivity of the FA and NS increased the strengths of the composite. Conversely, the strength is negatively affected by an increase in CR, however ductility and deformation capacity were significantly enhanced. Response surface models of the mechanical strengths were developed and validated using ANOVA and have high R2 values of 86�99. The optimization result produced 36.38, 4.08, and 1.0 for the optimum FA, CR, and NS replacement levels at a desirability value of 60. © 2022 by the authors. Licensee MDPI, Basel, Switzerland. date: 2022 publisher: MDPI official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124944133&doi=10.3390%2fma15041501&partnerID=40&md5=751ae43bdc4294d0cd2c25ad41793c55 id_number: 10.3390/ma15041501 full_text_status: none publication: Materials volume: 15 number: 4 refereed: TRUE issn: 19961944 citation: Rahim, N.I. and Mohammed, B.S. and Abdulkadir, I. and Dahim, M. (2022) Effect of Crumb Rubber, Fly Ash, and Nanosilica on the Properties of Self-Compacting Concrete Using Response Surface Methodology. Materials, 15 (4). ISSN 19961944