Structural Health Monitoring and Smart Sensing in Construction

Häftad, Engelska, 2027

2 789 kr

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Structural Health Monitoring and Smart Sensing in Construction systematically integrates fundamental theories of structural health monitoring (SHM) with cutting-edge intelligent sensing technologies. Topics range from monitoring system overviews, machine vision, and advanced piezoelectric, piezoresistive, thin-film, and fiber optic sensing, to nondestructive methods such as acoustic emission and electromagnetic testing. The book also examines data preprocessing, statistical analysis, and AI-based applications, alongside practical aspects like modal identification, model updating, and damage assessment. Through abundant case studies and exercises, the book emphasizes the integration of theory and practice, aiming to equip readers with the skills to tackle complex engineering challenges

Systematically incorporates six emerging monitoring technologies - including machine vision, intelligent piezoelectric/piezoresistive sensing, flexible thin-film sensing, and fiber optic sensing - providing readers with a one-stop solution to master intelligent sensing tools
Introducing a unique end-to-end framework of data preprocessing/statistical analysis/machine learning modeling/engineering decision-making
By bridging the technical gap between structural engineering and intelligent sensing, the book constructs a unified knowledge system
Each chapter includes real-world bridge and building case studies (e.g., crack detection in steel structures using acoustic emission) and targeted exercises, significantly enhancing the reader’s ability to tackle infrastructure maintenance challenges and shortening the learning curve from classroom theory to on-site application

Produktinformation

Utgivningsdatum2027-03-01
Mått152 x 229 x undefined mm
Vikt450 g
FormatHäftad
SpråkEngelska
Antal sidor500
FörlagElsevier Science
ISBN9780443517600

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Shun Weng is Professor at Huazhong University of Science and Technology. Her research focuses on structural health monitoring, smart sensing and damage identification for buildings, bridges and metros. She has led National Key R&D Program projects, authored three monographs and 80+ SCI papers Hongping Zhu is a Professor at Huazhong University of Science and Technology. His work centres on vibration control and health assessment of civil structures. He has directed 973 and NSFC key projects, published three monographs and 200+ SCI papers, and earned one National Technological Invention Second Prize and one National Progress Second Prize Fei Gao is Professor at Huazhong University of Science and Technology. His interests are steel and composite structures, structural safety diagnosis and health monitoring. He has led National Key R&D tasks and NSFC projects, published 60+ papers, and received two Hubei Provincial First Prizes

1. Overview of Structural Health Monitoring2. Structural Health Monitoring Systems3. Machine Vision-Based SHM Technology4. Principles and Methods of Intelligent Piezoelectric Sensing5. Principles and Methods of Intelligent Flexible Piezoresistive Sensing6. Principles and Methods of Flexible Thin-Film Sensing7. Principles and Methods of Fiber Optic Sensing8. Acoustic Emission Nondestructive Testing Techniques9. Electromagnetic Nondestructive Testing Techniques10. Preprocessing of Big Data in SHM11. Statistical Analysis of SHM Data12. Machine Learning Algorithms for SHM13. Structural Modal Parameter Identification14. Finite Element Model Updating of Structures15. Structural Damage Identification16. Structural Condition Assessment and Early Warning