Development of sustainable high performance geopolymer concrete and mortar using agricultural biomass-A strength performance and sustainability analysis

被引:22
|
作者
Nagaraju, T. Vamsi [1 ]
Bahrami, Alireza [2 ]
Azab, Marc [3 ]
Naskar, Susmita [4 ]
机构
[1] SRKR Engn Coll, Dept Civil Engn, Bhimavaram, India
[2] Univ Gavle, Fac Engn & Sustainable Dev, Dept Bldg Engn Energy Syst & Sustainabil Sci, Gavle, Sweden
[3] Amer Univ Middle East, Coll Engn & Technol, Egaila, Kuwait
[4] Univ Southampton, Fac Engn & Phys Sci, Southampton, England
关键词
geopolymer concrete; sustainable material; soft computing; energy-efficiency; waste-to-energy; RICE HUSK ASH; BLAST-FURNACE SLAG; FLY-ASH; COMPRESSIVE STRENGTH; DURABILITY PROPERTIES; CEMENT; PREDICTION;
D O I
10.3389/fmats.2023.1128095
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Geopolymer concrete is a sustainable substitute for traditional Portland cement concrete. In addition, rising carbon taxes on carbon emissions and energy-intensive materials like cement and lime, impacts the cost of industrial by-products due to their pozzolanic nature. This research evaluates the compressive strength and flexural strength of geopolymer concrete, and the compressive strength of geopolymer mortar. Geopolymer mortar data were used for the strength assessment employing an analytical approach, and geopolymer concrete data were utilized for the strength and sustainability performances. Using artificial neural networks (ANNs), multi-linear regression (MPR) analysis, and swarm-assisted linear regression, compressive strength models were created based on experimental datasets of geopolymer mortar mixes with variable precursors, alkali-activator percentages, Si/Al, and Na/Al ratios. The strength and sustainability performances of geopolymer concrete blends with various precursors were assessed by considering cost-efficiency, energy efficiency, and eco-efficiency. The work's originality comes from enhancing sustainable high-performance concrete without overestimating or underestimating precursors. Extensive experimental work was done in the current study to determine the best mix of geopolymer concrete by varying silica fume, ground granulated blast furnace slag (GGBS), and rice husk ash (RHA). A scanning electron microscopic study was conducted to understand the geopolymer matrix's microstructure further. A comprehensive discussion section is presented to explain the potential role of RHA. The replacement of conventional concrete in all its current uses may be made possible by this sustainable high-performance concrete utilizing RHA.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] Exploring the potential of agricultural waste as an additive in ultra-high-performance concrete for sustainable construction: A comprehensive review
    Zhao, Jun
    Sufian, Muhammad
    Abuhussain, Mohammed Awad
    Althoey, Fadi
    Deifalla, Ahmed Farouk
    REVIEWS ON ADVANCED MATERIALS SCIENCE, 2024, 63 (01)
  • [42] Strength and chloride ion penetration resistance of ultra-high-performance fiber reinforced geopolymer concrete
    Mousavinejad, Seyed Hosein Ghasemzadeh
    Sammak, Moein
    STRUCTURES, 2021, 32 : 1420 - 1427
  • [43] Assessment of compressive strength of high-performance concrete using soft computing approaches
    Daniel, Chukwuemeka
    Khatti, Jitendra
    Grover, Kamaldeep Singh
    COMPUTERS AND CONCRETE, 2024, 33 (01) : 55 - 75
  • [44] Prediction of high-performance concrete compressive strength using deep learning techniques
    Islam N.
    Kashem A.
    Das P.
    Ali M.N.
    Paul S.
    Asian Journal of Civil Engineering, 2024, 25 (1) : 327 - 341
  • [45] Mechanical Performance Prediction for Sustainable High-Strength Concrete Using Bio-Inspired Neural Network
    Sun, Junbo
    Wang, Jiaqing
    Zhu, Zhaoyue
    He, Rui
    Peng, Cheng
    Zhang, Chao
    Huang, Jizhuo
    Wang, Yufei
    Wang, Xiangyu
    BUILDINGS, 2022, 12 (01)
  • [46] Development of a radial basis neural network for the prediction of the compressive strength of high-performance concrete
    Zhang, HuiPing
    Gu, XiaoYong
    Zhang, FengJian
    Zhang, LiMing
    MULTISCALE AND MULTIDISCIPLINARY MODELING EXPERIMENTS AND DESIGN, 2024, 7 (01) : 109 - 122
  • [47] Strength correlation of high performance concrete using different sized specimens
    Department of Civil and Materials Engineering, University of Illinois at Chicago , 842 W Taylor Street, Chicago, IL 60607
    J. ASTM Int., 2007, 7
  • [48] Investigation of bond performance of reinforced fly ash-based Geopolymer concrete using experiments and numerical analysis
    Dan, Dao Sy
    Son, Thai
    Hien, Ta Duy
    Khoa, Nguyen Tan
    JOURNAL OF MATERIALS AND ENGINEERING STRUCTURES, 2022, 9 (04): : 521 - 529
  • [49] Development and performance analysis of structural lightweight aggregate self-compacting concrete: A sustainable solution
    Kumar, Pawan
    Dinakar, Pasla
    Saravanan, T. Jothi
    PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2025, 197
  • [50] Effect of agricultural olive, rice husk and sugarcane leaf waste ashes on sustainable ultra-high-performance concrete
    Alyami, Mana
    Hakeem, Ibrahim Y.
    Amin, Mohamed
    Zeyad, Abdullah M.
    Tayeh, Bassam A.
    Agwa, Ibrahim Saad
    JOURNAL OF BUILDING ENGINEERING, 2023, 72