Optimizing Strength and Impact of Hybrid Fiber Reinforced Modified Foamed Concrete by Response Surface Method (RSM)

Abstract This study is divided into two stages. The first stage involves the use of four types of fibers (steel, carbon, glass, and polypropylene) and then choosing the best type of fiber to reinforcing the modified foamed concrete based on mechanical properties. In The second stage, three different lengths (12mm, 20mm, and 28mm) were taken to choose the best fiber type. These different lengths are the parameters that input to the statistical program (Minitab). In addition, there are four responses represented by a spread diameter of foamed reinforced concrete with hybrid fibers, compressive strength, splitting tensile strength, and impact properties. Twenty mixes were designed and checked experimentally using Central Composite Design (CCD) concept in RSM. Based on the experimental findings, mathematical models were developed and assessed using the analysis of variance test (ANOVA). The best values for the input parameters were found using a multi objectives optimization approach. The optimization process showed that the ideal input parameter values, F12, F20, and F28 were 0%, 0.133%, and 0.133% by volume of mix respectively. These theoretical values were checked experimentally and the achieved responses were quiet similar or higher than the best proposed mix.

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Publication Details

Journal
Civil and Environmental Engineering
Published
2025-05-17
DOI
https://doi.org/10.2478/cee-2025-0035
Citations
1
Primary Topic
Innovative concrete reinforcement materials
Type
article
Field-Weighted Citation Impact
0.95
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article

Optimizing Strength and Impact of Hybrid Fiber Reinforced Modified Foamed Concrete by Response Surface Method (RSM)

Ameer A. Hilal, Areej Jamal Njyman
1 citations
Civil and Environmental Engineering
Innovative concrete reinforcement materials
0.95
article

Optimizing Strength and Impact of Hybrid Fiber Reinforced Modified Foamed Concrete by Response Surface Method (RSM)

Ameer A. Hilal, Areej Jamal Njyman
article en
1 citations

Abstract

Abstract This study is divided into two stages. The first stage involves the use of four types of fibers (steel, carbon, glass, and polypropylene) and then choosing the best type of fiber to reinforcing the modified foamed concrete based on mechanical properties. In The second stage, three different lengths (12mm, 20mm, and 28mm) were taken to choose the best fiber type. These different lengths are the parameters that input to the statistical program (Minitab). In addition, there are four responses represented by a spread diameter of foamed reinforced concrete with hybrid fibers, compressive strength, splitting tensile strength, and impact properties. Twenty mixes were designed and checked experimentally using Central Composite Design (CCD) concept in RSM. Based on the experimental findings, mathematical models were developed and assessed using the analysis of variance test (ANOVA). The best values for the input parameters were found using a multi objectives optimization approach. The optimization process showed that the ideal input parameter values, F12, F20, and F28 were 0%, 0.133%, and 0.133% by volume of mix respectively. These theoretical values were checked experimentally and the achieved responses were quiet similar or higher than the best proposed mix.

Civil and Environmental EngineeringVol. 21(1)
University of Anbar (IQ)
Sustainable cities and communities
Openalex Percentile: Top 26%
Innovative concrete reinforcement materials
0.95
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Optimizing Strength and Impact of Hybrid Fiber Reinforced Modified Foamed Concrete by Response Surface Method (RSM) — Ameer A. Hilal, Areej Jamal Njyman · Civil and Environmental Engineering (2025) | TGRS Research Map | TGRS