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ASSESS
DOCTORAL CANDIDATE 09
PROJECT TITLE
Automated Online Monitoring of Manufacturing Defects on Smart CFRP Structures
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VANIA CATALINA GONZÁLEZ CARTES
EDUCATION
BSc. in Mechanical Engineering - University of Chile, Chile
ABOUT
Objectives
- Develop an automated real-time diagnosis system for defects such as porosity, debonding, wrinkling, and voids.
- Reduce noise and increase accuracy by processing acoustic and emission signals using transformation metrics (e.g., PCA) prior to ML analysis.
- Validate the system with benchmark defects intentionally introduced during manufacturing (debonding, ply gaps, porosity zones).
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Expected results:
- Online quality assurance for an early detection of defects.
- ML-based damage assessment (size and location) of manufacturing defects.
- Enhanced damage diagnosis capability for online monitoring during AFP and LRI processes.
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