{"title":"Strength and Microstructural Properties of Phosphogypsum/GGBS-Based Geopolymer Concrete","authors":"Bheem Pratap","doi":"10.1007/s40996-024-01602-7","DOIUrl":null,"url":null,"abstract":"<p>Geopolymer concrete serves as an eco-friendly substitute for traditional Portland cement-based concrete, notorious for its high carbon footprint due to substantial carbon dioxide emissions during production. Phosphogypsum and ground granulated blast slag are industrial wastes that can be used as an alternative to cement, along with micro silica. Phosphogypsum and ground granulated blast slag can be developed into geopolymer concrete with alkali solutions. This work investigates the replacement of phosphogypsum with ground granulated blast slag and micro silica. For the purpose of the study, strength and durability were tested through mechanical properties, rapid chloride penetration test, water absorption and porosity. The maximum strength achieved was 60.88 MPa in the case of replacing 20% micro silica for phosphogypsum, while this result corresponded to minimal values for rapid chloride penetration test, water absorption, and porosity when phosphogypsum was replaced with 20% micro silica. Moreover, scanning electron microscope images illustrated the gel formation in the geopolymer concrete that contributed to strengthening the samples. Additionally, extreme gradient boosting was also analyzed for statistical means. The R² value of 0.9999 signifies that the extreme gradient boosting accounts for accurate in training cases for compressive strength.</p>","PeriodicalId":14550,"journal":{"name":"Iranian Journal of Science and Technology, Transactions of Civil Engineering","volume":null,"pages":null},"PeriodicalIF":1.7000,"publicationDate":"2024-08-31","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/s40996-024-01602-7","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
Geopolymer concrete serves as an eco-friendly substitute for traditional Portland cement-based concrete, notorious for its high carbon footprint due to substantial carbon dioxide emissions during production. Phosphogypsum and ground granulated blast slag are industrial wastes that can be used as an alternative to cement, along with micro silica. Phosphogypsum and ground granulated blast slag can be developed into geopolymer concrete with alkali solutions. This work investigates the replacement of phosphogypsum with ground granulated blast slag and micro silica. For the purpose of the study, strength and durability were tested through mechanical properties, rapid chloride penetration test, water absorption and porosity. The maximum strength achieved was 60.88 MPa in the case of replacing 20% micro silica for phosphogypsum, while this result corresponded to minimal values for rapid chloride penetration test, water absorption, and porosity when phosphogypsum was replaced with 20% micro silica. Moreover, scanning electron microscope images illustrated the gel formation in the geopolymer concrete that contributed to strengthening the samples. Additionally, extreme gradient boosting was also analyzed for statistical means. The R² value of 0.9999 signifies that the extreme gradient boosting accounts for accurate in training cases for compressive strength.
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.