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ASSESS
DOCTORAL CANDIDATE 05
PROJECT TITLE
ML Vibration-Based Algorithms for Damage Diagnosis of Smart FRP Structures
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PRIYANKA KALYANI
EDUCATION
B.Tech in Information Technology - Anna University, India
M.S. in Data Science - University of New Haven, USA
PhD in Materials Science and Engineering - Warsaw University of Technology, Poland
ABOUT
Objectives
- Develop ML/AI algorithms for damage detection and localization.
- Create a data-driven SHM framework for composites.
- Link signal features with structural integrity and material behaviour.
- Validate methods in aerospace and renewable energy applications.
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Expected results:
- A validated AI-based SHM methodology for composites.
- Early fault detection improving safety and reliability.
- Contribution to safer, smarter, and cost-efficient structures.
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