Characterization of nano structured red mud particle Dispersed AlFeTiCoCr High Entropy Alloy Synthesized by Mechanical Alloying and Spark Plasma Sintering - Prediction of mechanical behaviour using Machine learning
The proposed research aims to utilize red mud, a solid waste material produced during alumina production in the bauxite industry, to produce a nano-structured hybrid high entropy alloy with improved mechanical properties. The waste contains around 45-55% Fe2O3, 10.69% TiO2, 20.42% Al2O3, 8.72% SiO2, and other oxides. The project aims to maximize the benefit of dispersion of red mud particles in AlFeTiCoCr High Entropy Alloys by producing a nano-structured hybrid high entropy alloy with improved mechanical properties suitable for structural applications. The project will use supervised machine learning (LM) algorithms to predict the mechanical behavior of the high entropy alloy with and without nano dispersions of redbud particles. The main experiments will involve milling high energy ball mill elements in equi-atomic percentage, synthesizing HEA and red mud dispersoids separately and milling together to produce particle dispersed HEA. Powder samples will be collected for XRD analysis at regular intervals of ball milling, and mechanical alloyed powders will be consolidated in a spark plasma sintering machine. The experimental density of the consolidated pellet will be calculated using Archimedes' principle. The research's significance lies in its potential applications in various sectors, such as automobile, mining, mineral, aerospace, defense, and more. The developed HEAs can be effectively used in various industries due to their excellent combination of properties.
Source
Source
Anusandhan National Research Foundation/Science and Engineering Research Board (SERB), DST 2023-24
Science and Engineering Research Board (SERB), New Delhi
Anusandhan National Research Foundation (ANRF)
Quick Information
Area of Research
Engineering Sciences
Start Year
2023
End Year
2026
Sanction Amount
₹ 29.00 L
Status
Ongoing
Contact
gsnaidujntuk@gmail.com
Output
No. of Research Paper
00
Technologies (If Any)
00
No. of PhD Produced
00
No. of Patents
Filed :00
Grant :00
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