Research
Title: Machine Learning-Based Predictive Models for Analysis of Dynamic Stability and Surface Form Error in High-Speed Micromilling of Thin-walled Structures
Sponsor/Funded by: BITS-Pilani (Institute Funding)
Period: 2020 - 2025
Role: Research Scholar
Title: Low-Cost Portable Plastic Crusher
Sponsor/Funded by: Karnataka State Council for Science and Technology
Period: 2016 - 2017
Role: Principal Investigator
Collaborations
Institutes
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Indian Institute of Technology Guwahati
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Indian Institute of Technology Madras
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Birla Institute of Technology and Science, Pilani - Hyderabad Campus
Industries/Start-ups
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Micromach Pvt. Ltd.
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Trane Technologies
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Mech Scient Data Pvt. Ltd.
Ongoing/Future Research Works
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Development of an interactive user interface for real-time process monitoring of high-speed micromilling of hard-to-cut alloys.
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Development of intelligent algorithms for autonomous machining.
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Cutting force and deformation analysis of manufacturing processes.
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Analytical modeling of deformation in thin-wall turning.
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Development of smart chatter estimation strategies for different manufacturing processes.
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Energy harvesting using vibration
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Fabrication, machining, and characterization of stacked hybrid metal composites
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Numerical simulation of machining processes and welding process
Research Highlights
Experimental Set-up for Micromachining
Automated Modal Testing Set-up
Modal Analysis
Drop Test Simulation