Non-Destructive Testing and Evaluation of Hybrid and Advanced Structures: A Comprehensive Review of Methods,
Farima Abdollahi-Mamoudan1, Clemente Ibarra-Castanedo1, Xavier P V Maldague1
1Department of Electrical and Computer Engineering, Université Laval, 1065 Avenue de la Médecine, Québec, QC G1V 0A6, Canada.
Sensors (Basel, Switzerland)
|June 27, 2025
Summary
This review classifies non-destructive testing (NDT) and non-destructive evaluation (NDE) methods for complex materials. It highlights emerging AI-enhanced platforms for advanced structural diagnostics and predictive maintenance.
Area of Science:
- Materials Science and Engineering
- Mechanical Engineering
- Aerospace Engineering
Background:
- Traditional non-destructive testing (NDT) and non-destructive evaluation (NDE) methods face limitations with advanced engineered materials.
- Complex architectures like composites and functionally graded materials require novel inspection techniques.
Purpose of the Study:
- To provide a multi-dimensional classification of NDT/NDE methods.
- To review established and emerging techniques for hybrid and multi-material systems.
- To discuss the role of NDE 4.0 in intelligent diagnostics.
Main Methods:
- Classification of NDT/NDE by physical principles, functional objectives, and application domains.
- Review of established techniques (ultrasonics, radiography, thermography, acoustic emission).
- Exploration of emerging modalities (capacitive sensing, electromechanical impedance, AI-enhanced platforms).
Main Results:
- Comparative evaluation of performance metrics (sensitivity, resolution, adaptability) for various NDT/NDE methods.
- Identification of integration strategies for embedded and multimodal sensing systems.
- Discussion of challenges in environmental sensitivity, data interpretation, and standardization.
Conclusions:
- Emerging NDT/NDE techniques and AI-enhanced platforms are crucial for inspecting complex materials.
- NDE 4.0 promises automated, real-time, and predictive structural assessment.
- This review serves as a reference for developing next-generation NDT/NDE solutions.
Keywords:
damage detection methodshybrid structuresnon-destructive evaluation (NDE)non-destructive testing (NDT)structural health monitoringMore Related Videos
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