2018
DOI: 10.14716/ijtech.v9i3.763
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Multiple Linear Regression Model for Mechanical Properties and Impact Resistance of Concrete with Fly Ash and Hooked-end Steel Fibers

Abstract: Concrete is a composite building material. Due to its increasing demand in the construction industry, its basic ingredients such as cement, fine aggregate and coarse aggregate have become extremely costly. Studies have been carried out to find better and more economical alternatives to these conventional building materials. One such alternative is fly ash, which can be used to partially replace cement. The main disadvantage of conventional concrete is its brittle failure, which can be avoided by using steel fi… Show more

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Cited by 15 publications
(12 citation statements)
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“…GP is a nonparametric model which uses prior knowledge to conduct regression analysis of data. The three models are commonly applied in the field of structural engineering [53][54][55]. Additionally, two common design methods based on the superposition principle, GJB 4142-2000 (Chinese code) and AIJ 1997 (Japanese code) expressions, were also used for prediction comparison with PSVM.…”
Section: Performance Evaluationmentioning
confidence: 99%
“…GP is a nonparametric model which uses prior knowledge to conduct regression analysis of data. The three models are commonly applied in the field of structural engineering [53][54][55]. Additionally, two common design methods based on the superposition principle, GJB 4142-2000 (Chinese code) and AIJ 1997 (Japanese code) expressions, were also used for prediction comparison with PSVM.…”
Section: Performance Evaluationmentioning
confidence: 99%
“…The relationship between the factors of the manufacturing strategy and the functional capabilities will be assessed in depth by using multiple regression analysis (MRA). MRA is widely used to explain the impact of independent variables on dependent variables (Srikanth & Mehar, 2017;Janani & Santhi, 2018). This approach can model the influences among the variables.…”
Section: Methodsmentioning
confidence: 99%
“…The study involved using MLR to predict the ultimate tensile strength (UTS), the yield strength (YS) and percentage elongation (% Elongation) of AA 6061. Janani and Santhi [15] used multiple regression models in Statistical Package for Social Sciences (SPSS) to study the mechanical properties and impact resistance of concrete with fly ash and hooked-end steel fibres to predict their strength and energy at 28 and 56 days.…”
Section: Introductionmentioning
confidence: 99%