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Artificial Intelligence for Structural Health Monitoring: Smart Solutions for Safer Infrastructure - Couverture souple

SHOAG, MD

 
9798266139145: Artificial Intelligence for Structural Health Monitoring: Smart Solutions for Safer Infrastructure
Couverture souple
ISBN 13 : 9798266139145
Editeur : Independently published, 2025

Synopsis

Artificial Intelligence for Structural Health Monitoring: Smart Solutions for Safer Infrastructure

Modern infrastructure is aging, complex, and under increasing strain. Bridges, skyscrapers, tunnels, and transit systems form the backbone of our daily lives, yet traditional inspection methods are often costly, time-consuming, and limited in scope. This book demonstrates how Artificial Intelligence (AI) and Machine Learning (ML) are transforming the way engineers and inspectors safeguard critical structures.

Written for civil engineers, façade inspectors, researchers, and graduate students, this comprehensive guide bridges the gap between advanced AI methods and practical field applications in Structural Health Monitoring (SHM). From vibration analysis and sensor technologies to machine learning algorithms and predictive maintenance, readers will gain the knowledge to integrate AI into real-world infrastructure management.

Key features include:

  • A practical introduction to SHM fundamentals and sensor technologies.

  • Step-by-step coverage of machine learning, deep learning, and anomaly detection methods for structural assessment.

  • Real-world case studies on bridges, high-rise buildings, and transportation networks.

  • Dedicated insights into New York City’s Façade Inspection & Safety Program (LL11/FISP), showing how AI enhances compliance and urban resilience.

  • Discussion of big data, model validation, ethical considerations, and future trends in intelligent infrastructure.

By combining engineering principles with cutting-edge AI, this book equips professionals and researchers to design safer, more efficient, and more sustainable monitoring systems. It is both a reference for seasoned engineers and a roadmap for students entering this rapidly evolving field.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2025
Langue
anglais
ISBN 13 
9798266139145
Reliure
Broché
Nombre de pages
254
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
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