Table of Contents
Foreword
Preface
Chapter 1. Damage Detection and Model Updating of Civil Engineering Structures
Tommy H. T. Chan, David P. Thambiratnam and Khac-Duy Nguyen
Queensland University of Technology (QUT), Brisbane, Australia
Chapter 2. Effective Sensitivity-Based Model Updating of Cable-Stayed Bridges Considering Monitoring Data Variability
Thomas Sharry¹, Hong Guan¹, Andy Nguyen², Erwin Oh¹ and Nam Hoang³
¹School of Engineering and Built Environment, Griffith University, Queensland, Australia
²School of Civil Engineering and Surveying, University of Southern Queensland, Queensland, Australia
³Department of Civil Engineering, University of Management and Technology, Ho Chi Minh City, Vietnam
Chapter 3. Drive-by Bridge Structural Health Monitoring: A Case Study on Modal Identification Using a Mobile Sensory System
Jiantao Li¹’², Xinqun Zhu², Bing Zhang² and Bijan Samali³
¹School of Civil Engineering, Zhejiang University of Technology, Hangzhou, China
²School of Civil and Environmental Engineering, University of Technology Sydney, Sydney, Australia
³School of Engineering, Design and Built Environment, Western Sydney University, Sydney, Australia
Chapter 4. Damage Detection of Partially Immersed Plates Using Guided Waves
X. Hu¹, C. T. Ng¹ and A. Kotousov²
¹School of Civil, Environmental & Mining Engineering, The University of Adelaide, Adelaide, Australia
²School of Mechanical Engineering, The University of Adelaide, Adelaide, Australia
Chapter 5. Classification for Images of Corroded Steel by Image Processing Technology
Rina Hasuike, Koji Kinoshita² and Lei Hou³
Department of Construction and Environmental Engineering, Yamaguchi University, Ube, Japan
²Department of Civil Engineering, Gifu University, Gifu, Japan
³School of Civil Engineering, RMIT University, Melbourne, Australia
Chapter 6. Data-Driven Structural Health Monitoring Based on Deep Learning Techniques
Jun Li¹, Ruhua Wang¹, Hong Hao¹ and Ling Li²
¹Centre for Infrastructural Monitoring and Protection, School of Civil and Mechanical Engineering, Curtin University, Kent Street, Bentley, Western Australia 6102, Australia
²School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University, Kent Street, Bentley, Western Australia 6102, Australia
Chapter 7. Robustness of Deep Transfer Learning-Based Crack Detection Against Uncertainty in Hyperparameter Tuning and Input Data
Andy Nguyen¹, Riccardo R. Chianese¹, Vahid R. Gharehbaghi¹, Ruveen Perera¹, Tobias Low¹, Thiru Aravinthan¹, Yang Yu², Bijan Samali², Hong Guan³, Tung Khuc4 and Thach N. Le4
¹University of Southern Queensland, Queensland, Australia
²Western Sydney University, New South Wales, Australia
³Griffith University, Queensland, Australia
4Hanoi University of Civil Engineering, Hanoi, Vietnam
Chapter 8. Smart Automated Fault Detection for Improved Road Maintenance Planning in Australia
Jacob Brisolin¹, Andy Nguyen¹, Fahim Ullah¹, Allan Bourke¹, Tung Khuc² and Vivien Nsanabo³
¹University of Southern Queensland, Queensland, Australia
²Hanoi University of Civil Engineering, Hanoi, Vietnam
³Brisbane City Council, Queensland, Australia
Chapter 9. Applications of Non-Destructive Damage Evaluation and Structural Health Monitoring in Railway Track Maintenance
Ralph Zhang, Helen Wu and Richard (Chunhui) Yang
-School of Engineering, Design and Built Environment, Western Sydney University, Penrith, NSW 2751, Australia
Chapter 10. Risk Management and Prioritisation of Rail Service Failures in Railway Track Maintenance
Ralph Zhang, Helen Wu and Richard (Chunhui) Yang
-School of Engineering, Design and Built Environment, Western Sydney University, Penrith, NSW 2751, Australia
Chapter 11. Digital Twin Approach for Lifecycle Management of Large-Scale Civil Infrastructure
Tuan-Cuong Nguyen, Tuan Ngoc Nguyen, Dac-Khuong Bui and Tuan Duc Ngo
-Department of Infrastructure Engineering, The University of Melbourne, Parkville, Victoria, Australia
Index
Editor’s ORCID iD
Hong Guan – https://orcid.org/0000-0001-5053-5052
Tommy H. T. Chan – https://orcid.org/0000-0002-5410-8362
Jianchun Li – https://orcid.org/0000-0002-2526-3048