Study on the Production Factors in the Process of Production and Properties of Fly Ash-Based Coarse Aggregates
Author(s) -
K. N. Shivaprasad,
Bibhuti Bhusan Das
Publication year - 2021
Publication title -
advances in civil engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.379
H-Index - 25
eISSN - 1687-8094
pISSN - 1687-8086
DOI - 10.1155/2021/4309569
Subject(s) - fly ash , curing (chemistry) , taguchi methods , grey relational analysis , pelletizing , materials science , factorial experiment , process engineering , production (economics) , environmental science , pulp and paper industry , computer science , composite material , compressive strength , mathematics , engineering , mathematical economics , machine learning , economics , macroeconomics
An optimization study was carried out for the sustainable production of coarse aggregates from fly ash and alkaline solution, considering the combined effect of alkaline solution and production process. The trial mixes during the process of producing the artificial aggregates were designed through Taguchi’s experimental design method. The combined effect of alkaline solution (geopolymerisation) and production process (pelletization factors) along with engineering properties of the produced coarse aggregates was evaluated using response indices at different curing ages. Furthermore, the influence of each individual factor of geopolymerisation and pelletization on the engineering properties was determined through grey relational analysis to identify the most influencing factors in the production of coarse aggregates. The results obtained from grey relational analysis indicate that the properties of produced aggregates are governed mostly by geopolymerisation. It is also observed that water content of 20% by mass of fly ash is found to be essential for the suitable production of coarse aggregates and factors such as Na2O content and curing regime improved the engineering properties.
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