Structural Reliability and Health Monitoring of Composite Structures with Artificial Intelligence
eBook - ePub

Structural Reliability and Health Monitoring of Composite Structures with Artificial Intelligence

  1. 380 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Structural Reliability and Health Monitoring of Composite Structures with Artificial Intelligence

About this book

Structural Reliability and Health Monitoring of Composite Structures with Artificial Intelligence offers a comprehensive review of the application of AI in the SHM of composite structures. Sections cover new developments such as the use of machine learning, deep learning, and artificial neural networks in SHM, while also illustrating the integration of non-destructive testing (NDT) methods with AI algorithms. The content structure follows logical progression: from basic material concepts, design, manufacturing and fabrication, through damage and failure modes, advanced SHM monitoring, probabilistic design concepts, and AI based schemes for SHM.In addition, a full chapter is also dedicated to applied case studies in pipelines, ducts, and plates) using analytical, numerical, and simulation tools (ANSYS, MATLAB). The book's key audience includes postgraduate students, academic researchers, and practicing engineers who are working in civil, mechanical, materials, and aerospace engineering. - Provides comprehensive integration of the fundamentals of composite materials, SHM, NDT, and AI all in a single resource - Includes detailed, practical case studies using real-world scenarios in pipelines, plates, and wind turbine blades - Presents up-to-date content on machine learning, deep learning, and neural networks in the SHM context - Contains comparative analysis of SHM/NDT methods and AI schemes - Covers risk management and reliability assessment using AI and data fusion techniques

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Information

Publisher
Elsevier
Year
2026
Topic
Technology & Engineering
eBook ISBN
9780443510953
Subtopic
Materials Science
Index
Technology & Engineering

Table of contents

  1. Title of Book
  2. 1 Composite materials concept
  3. 2 Design, manufacturing, and fabrication concepts for composite materials and structures
  4. 3 A fatigue damage model for composite structures
  5. 4 Structural health monitoring of composite structures
  6. 5 Probabilistic design of composite structures
  7. 6 Artificial intelligence based schemes for structural health monitoring of composite structures
  8. 7 Case studies: structural health monitoring of composite pipelines
  9. 8 Case studies: a damage identification in composite structures
  10. 9 Case studies: structural health monitoring of composite ducts
  11. 10 Case studies: structural health monitoring and probabilistic design analysis of composite plates
  12. Appendix A. Stress-strain theory in composite tubes
  13. Appendix B. Stress-strain components analysis
  14. Notations
  15. Bibliography
  16. Index

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Yes, you can access Structural Reliability and Health Monitoring of Composite Structures with Artificial Intelligence by Wael A. Altabey in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Materials Science. We have over 1.5 million books available in our catalogue for you to explore.