Mix design optimization of metakaolin-slag-based geopolymer concrete synthesis using RSM

被引:26
作者
Driouich, Anas [1 ]
Hassani, Safae A. [1 ]
Sor, Nadhim Hamah [2 ,3 ]
Zmirli, Zakia [4 ]
El Harfaoui, Slimane [1 ]
Mydin, Md Azree Othuman [5 ]
Aziz, Ayoub [6 ]
Deifalla, Ahmed Farouk [7 ]
Chaair, Hassan [1 ]
机构
[1] Univ Hassan II Casablanca, Fac Sci & Tech, Lab Proc Engn & Environm, Mohammadia 28806, Morocco
[2] Univ Garmian, Civil Engn Dept, Kalar 46021, Kurdistan Regio, Iraq
[3] Harran Univ, Dept Civil Engn, TR-63510 Sanliurfa, Turkiye
[4] Univ Ibn Tofail 242, Fac Sci, Lab Adv Mat & Proc Engn, Kenitra, Morocco
[5] Univ Sains Malaysia, Sch Housing Bldg & Planning, Gelugor 11800, Penang, Malaysia
[6] Mohammed V Univ Rabat, Geobiodivers & Nat Patrimony Lab GEOBIO, Geophys Nat Patrimony & Green Chem Res Ctr GEOPAC, Sci Inst, Ave Ibn Batouta,PB 703, Rabat 10106, Morocco
[7] Future Univ Egypt, Struct Engn & Construct Management Dept, New Cairo, Egypt
关键词
Geopolymers; Aluminosilicates; Natural kaolinitic clay; GBF-Slag; Compressive strength; Response surface methodology; BLAST-FURNACE SLAG; ALKALI-ACTIVATED SLAG; SETTING TIME; FLY-ASH; MECHANICAL-PROPERTIES; COMPRESSIVE STRENGTH; WASTE; DURABILITY; POZZOLAN; PASTES;
D O I
10.1016/j.rineng.2023.101573
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Geopolymers have attracted considerable attention recently due to their promising environmental and economic benefits. This study used alkali activation to create an environmentally friendly material with good workability and high mechanical qualities from metakaolin from Oulme`s, Morocco, and SONASID-Jorf steel factory slag (BFS). The authors optimized geopolymer synthesis using mixture design and Response Surface Methodology. The results demonstrate the importance of components in ANOVA modelling. This is evidenced by the high experimental Fisher factor (FCv = 16.8916 and FSt = 20.5902), which exceeds the critical value of the Fisher factor (Fc = 15.52) according to the F-test. In addition, the high values of the coefficient of determination (R2) and the adjusted coefficient of determination (R2Adj) indicate strong correlations between the experimental and calculated values (R2Cs = 95.48 % and R2Adj-Cs = 89.83 %, and R2St = 96.26 % and R2Adj-St = 91.58 %). Furthermore, the response surface analysis in the range of variables suggests that metakolin, blast furnace slags, and alkaline activation solution are best for the synthesis of a 35.31 MPa geopolymer. Under ideal conditions, Fourier transform infrared spectroscopy (FTIR) revealed bands associated with the asymmetric strain modes Si-O-Si and Al-O-Si in the metakaolin-BFS-based geopolymer. Similarly, X-ray diffraction (XRD) analysis shows a remarkable peak between 15 degrees and 40 degrees in 2 circle minus, indicating a significant growth rate of the amorphous phase corresponding to geopolymer formation. This study shows that design of experiments and response surface methods can optimize geopolymer synthesis, producing a material with high mechanical characteristics and good workability.
引用
收藏
页数:16
相关论文
共 50 条
[41]   Design of fly ash geopolymer concrete mix proportions using Multivariate Adaptive Regression Spline model [J].
Lokuge, Weena ;
Wilson, Aaron ;
Gunasekara, Chamila ;
Law, David W. ;
Setunge, Sujeeva .
CONSTRUCTION AND BUILDING MATERIALS, 2018, 166 :472-481
[42]   Application-oriented mix design optimization and characterization of zeolite-based geopolymer mortars [J].
Ulloa, Nestor A. ;
Baykara, Haci ;
Cornejo, Mauricio H. ;
Rigail, Andres ;
Paredes, Cecilia ;
Luis Villalba, Jose .
CONSTRUCTION AND BUILDING MATERIALS, 2018, 174 :138-149
[43]   Mechanical properties prediction of metakaolin and fly ash - based geopolymer concrete using SVR [J].
Pratap B. ;
Sharma S. ;
Kumari P. ;
Raj S. .
Journal of Building Pathology and Rehabilitation, 2024, 9 (1)
[44]   Early strength and durability of metakaolin-based geopolymer concrete [J].
Alanazi, Hani ;
Zhang, Dalu ;
Yang, Mijia ;
Gao, Zhili .
MAGAZINE OF CONCRETE RESEARCH, 2017, 69 (01) :46-54
[45]   Geopolymer concrete with metakaolin for sustainability: a comprehensive review on raw material's properties, synthesis, performance, and potential application [J].
Jindal, Bharat Bhushan ;
Alomayri, Thamer ;
Hasan, Assaedi ;
Kaze, Cyriaque Rodrigue .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (10) :25299-25324
[46]   Modeling and optimization of compressive strength and bulk density of metakaolin-based geopolymer using central composite design: A numerical and experimental study [J].
Ghanbari, M. ;
Hadian, A. M. ;
Nourbakhsh, A. A. ;
MacKenzie, K. J. D. .
CERAMICS INTERNATIONAL, 2017, 43 (01) :324-335
[47]   Development of mix design method for geopolymer concrete [J].
Parveen ;
Singhal, Dhirendra .
ADVANCES IN CONCRETE CONSTRUCTION, 2017, 5 (04) :377-390
[48]   Development of Sustainable Slag-based Geopolymer Concrete Using Different Types of Chemical Admixtures [J].
Amer, Ismail ;
Abdelkhalik, Amr ;
Mayhoub, Ola A. ;
Kohail, Mohamed .
INTERNATIONAL JOURNAL OF CONCRETE STRUCTURES AND MATERIALS, 2024, 18 (01)
[49]   A Simplified Mix Design for GGBS-Dolomite Geopolymer Concrete Using the Taguchi Method [J].
Raj, P. K. Arjun ;
Sarath, D. ;
Nagarajan, Praveen ;
Thomas, Blessen Skariah .
IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING, 2024, 48 (5) :3189-3212
[50]   Ambient and Heat-Cured Geopolymer Composites: Mix Design Optimization and Life Cycle Assessment [J].
Rabie, Mohamed ;
Irshidat, Mohammad R. ;
Al-Nuaimi, Nasser .
SUSTAINABILITY, 2022, 14 (09)