Universal Hybrid Model to Predict Mix Based Compressive Strength and Allied Mechanical Properties of Concrete, Indian Patent, No-202121022677
Mentor :- Dr. Hemant Dhonde August 2020 – Present
Research Objectives
To build a fusion model for robust prediction of mechanical properties of concrete using Industry 4.0 C protocolsKey HighlightsValue Additions
To build a fusion model for robust prediction of mechanical properties of concrete using Industry 4.0 C protocolsKey Highlights
- Industry 4.0 C (C- Civil, Concrete, Construction)
- Concrete strength prediction using mix proportion
- Reflects real time changes in mix proportion
- Comparison with empirical and other AI methods
- Developed 6+ Hybrid machine learning and deep learning models
- Reliable and rational input parameters
- Incorporates mathematical stability, dimensional homogeneity& reduction
- Modified feature scaling attribute
- Web and mobile application is unique, user-friendly, user-defined and rapid
- Future Scope - Integration with Maturity meter
- Leaded the group to productive research
- Optimizes 5M’s (Man, money, material, minutes and machineries)
- Innovation
- Concept development
- Inter-disciplinary engineering
