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.
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Artificial Intelligence-Based Structural Health Monitoring
Produktdetaljer
ISBN
9783112213407
Publisert
2025
Utgave
1. utgave
Utgiver
De Gruyter
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter