Application of Central Composite Design for Optimizing Mechanical Performance of Geopolymer Paste from Fly Ash Using the Mechanosynthesis Method: Structural and Microstructural Analysis
Yassine El Maataoui, Saliha Alehyen, Mouhcine Fadil, Badr Aouan, Ahmed Liba, Hamid Saufi, M’hamed Taibi
{"title":"Application of Central Composite Design for Optimizing Mechanical Performance of Geopolymer Paste from Fly Ash Using the Mechanosynthesis Method: Structural and Microstructural Analysis","authors":"Yassine El Maataoui, Saliha Alehyen, Mouhcine Fadil, Badr Aouan, Ahmed Liba, Hamid Saufi, M’hamed Taibi","doi":"10.1007/s40996-024-01601-8","DOIUrl":null,"url":null,"abstract":"<p>This research aims to optimize the mechanical performance of a geopolymer paste derived from fly ash (FA) using the Central Composite Design (CCD) method. The study also explores mechanosynthesis as a modern technique to create a pre-geopolymer powder, which is then used to develop the paste. Key factors considered include grinding speed and duration, curing time and temperature, and NaOH concentration. Twenty-nine geopolymer pastes were prepared based on the CCD experimental matrix, and their compressive strength (MPa) and bulk density (g/cm<sup>3</sup>) were measured after 28 days of ambient solidification. The structural properties of the raw materials and resulting geopolymer samples were analyzed using X-ray diffraction (XRD) and Fourier-transform infrared (FTIR) spectroscopy. Morphological characteristics were examined with Scanning Electron Microscopy (SEM) and Energy-Dispersive X-ray (EDX) spectroscopy. The compressive strength of the samples ranged from 11.22 to 32.41 MPa, while bulk density varied from 1.31 to 1.62 g/cm<sup>3</sup>. The optimized conditions for the highest-performing geopolymer paste (46.47 MPa and 1.64 g/cm<sup>3</sup>) were identified as a grinding speed of 300 rpm, grinding time of 15 min, curing time of 24 h, curing temperature of 80 °C, and a NaOH concentration of 10 M. The performant geopolymer paste demonstrated a low-porosity structure primarily composed of dense amorphous sodium aluminosilicate gel. Future research could explore the application of different raw materials and additives to enhance the properties of geopolymer pastes further. Additionally, investigating the long-term durability and environmental impact of these materials can provide deeper insights into their potential for sustainable construction applications.</p>","PeriodicalId":14550,"journal":{"name":"Iranian Journal of Science and Technology, Transactions of Civil Engineering","volume":"40 1","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Iranian Journal of Science and Technology, Transactions of Civil Engineering","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1007/s40996-024-01601-8","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, CIVIL","Score":null,"Total":0}
引用次数: 0
Abstract
This research aims to optimize the mechanical performance of a geopolymer paste derived from fly ash (FA) using the Central Composite Design (CCD) method. The study also explores mechanosynthesis as a modern technique to create a pre-geopolymer powder, which is then used to develop the paste. Key factors considered include grinding speed and duration, curing time and temperature, and NaOH concentration. Twenty-nine geopolymer pastes were prepared based on the CCD experimental matrix, and their compressive strength (MPa) and bulk density (g/cm3) were measured after 28 days of ambient solidification. The structural properties of the raw materials and resulting geopolymer samples were analyzed using X-ray diffraction (XRD) and Fourier-transform infrared (FTIR) spectroscopy. Morphological characteristics were examined with Scanning Electron Microscopy (SEM) and Energy-Dispersive X-ray (EDX) spectroscopy. The compressive strength of the samples ranged from 11.22 to 32.41 MPa, while bulk density varied from 1.31 to 1.62 g/cm3. The optimized conditions for the highest-performing geopolymer paste (46.47 MPa and 1.64 g/cm3) were identified as a grinding speed of 300 rpm, grinding time of 15 min, curing time of 24 h, curing temperature of 80 °C, and a NaOH concentration of 10 M. The performant geopolymer paste demonstrated a low-porosity structure primarily composed of dense amorphous sodium aluminosilicate gel. Future research could explore the application of different raw materials and additives to enhance the properties of geopolymer pastes further. Additionally, investigating the long-term durability and environmental impact of these materials can provide deeper insights into their potential for sustainable construction applications.
期刊介绍:
The aim of the Iranian Journal of Science and Technology is to foster the growth of scientific research among Iranian engineers and scientists and to provide a medium by means of which the fruits of these researches may be brought to the attention of the world’s civil Engineering communities. This transaction focuses on all aspects of Civil Engineering
and will accept the original research contributions (previously unpublished) from all areas of established engineering disciplines. The papers may be theoretical, experimental or both. The journal publishes original papers within the broad field of civil engineering which include, but are not limited to, the following:
-Structural engineering-
Earthquake engineering-
Concrete engineering-
Construction management-
Steel structures-
Engineering mechanics-
Water resources engineering-
Hydraulic engineering-
Hydraulic structures-
Environmental engineering-
Soil mechanics-
Foundation engineering-
Geotechnical engineering-
Transportation engineering-
Surveying and geomatics.