Wael A. Altabey Altabey Composite Materials and Structures

Composite Materials and Structures

von Wael A. Altabey

Artificial Intelligence-Based Structural Health Monitoring

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Beschreibung

Structural Health Monitoring (SHM) in composite structures is crucial for safety, increased  lifespan, and cost efficiency with early damage detection. The book introduces the reader to composite materials, basic concepts, terminology, design concepts for composite materials structures, composite manufacturing, fabrication and processing. It explains the mechanics behavior of composite materials, SHM in composite structures theory and  artificial intelligence algorithms in SHM, including machine learning, deep learning, and artificial neural networks. The book describes the capability of Non-Destructive Testing (NDT) techniques for SHM, characteristics of piezoelectric Sensors for SHM and lamb wave technique based SHM and include case studies of SHM of composite structures such as composite pipelines, plates, using NDT different methods integrated with artificial intelligence algorithms.  


Autor*in

Wael A. Altabey

Themen in »Composite Materials and Structures«

Fatigue Damage Detection Lamb Waves Piezoelectric Transducers Ermüdungsschadenserkennung Lammwellen Piezoelektrische Wandler

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Details

ISBN: 9783112213407
Verlag: De Gruyter
Erscheinung: 02.10.2025

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