Central composite design application in the optimization of the effect of waste foundry sand on concrete properties using RSM

Ali, Mujahid and Khan, Muhammad Imran and Masood, Faisal and Alsulami, Badr T. and Bouallegue, Belgacem and Nawaz, Rab and Fediuk, Roman (2022) Central composite design application in the optimization of the effect of waste foundry sand on concrete properties using RSM. Stuctures, 46. pp. 1581-1594. ISSN 2352-0124, DOI https://doi.org/10.1016/j.istruc.2022.11.013.

Full text not available from this repository.

Abstract

The abundance of waste foundry sand (WFS) produced by the foundry industry has become a global issue. As a result, foundry waste management and disposal are getting more complex, necessitating more extensive and inventive efforts. The purpose of this study was to use WFS as a partial replacement to reduce the use of fine aggregate in various concrete mixtures and to evaluate fresh concrete performance such as slump and mechanical properties such as compressive strength (CS), split tensile strength (STS), and flexural strength (FS). WFS was adjusted using the Design-Expert software's Central Composite Design (CCD) tool in Response Surface Meth-odology (RSM). The optimization process investigated the interaction between WFS ratio and curing days on the mechanical properties of concrete. The responses of the optimization process were the CS, STS, and FS, which were generated by the quadratic regression model created by ANOVA. The WFS was replaced in 10% increments from 0% to 40%. The highest mechanical properties were achieved at 20% replacement and 56 days of curing with a CS of 29.37 MPa, STS of 3.828 MPa, and FS of 8.0 MPa. The quadratic model was suggested for the three responses by RSM, in which the coefficient of determination (R2) ranges from 0.987 to 0.995, showing the model's high significance. Up to a 30% replacement level, the fresh qualities of all substitutes were nearly identical to the control mix. So, 20% replacement is the optimum replacement level, and 30% is the general replacement level. As a result, it can be inferred that WFS can replace 20% of natural fine aggregate in order to obtain normal concrete strength. In contrast, for non-structural concrete, WFS can replace 30% of natural sand, which improves environmental sustainability.

Item Type: Article
Funders: Deanship of Scientific Research at King Khalid University (Grant No: RGP.2/208/43), Deanship of Scientific Research at Umm Al-Qura University (Grant No: 22UQU4390001DSR06)
Uncontrolled Keywords: Central composite design; Compressive strength; Flexural strength; Response surface methodology; Split tensile strength; WFS
Subjects: T Technology > TA Engineering (General). Civil engineering (General)
Divisions: Faculty of Engineering > Department of Civil Engineering
Depositing User: Ms. Juhaida Abd Rahim
Date Deposited: 23 Nov 2023 02:16
Last Modified: 23 Nov 2023 02:16
URI: http://eprints.um.edu.my/id/eprint/40342

Actions (login required)

View Item View Item