Skip to main content
SpringerLink
Log in
Book cover

European Workshop on Structural Health Monitoring

Special Collection of 2020 Papers - Volume 2

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Piervincenzo Rizzo

    1. Department of Civil and Environmental Engineering, University of Pittsburgh, Pittsburgh, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Alberto Milazzo

    1. Department of Engineering, Università degli Studi di Palermo, Palermo, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Features the state of the art in structural health monitoring
  • Includes thematic sessions devoted to SHM in marine and civil engineering, and devoted to biomedical applications
  • Written by leading experts in their field of expertise

Part of the book series: Lecture Notes in Civil Engineering (LNCE, volume 128)

Included in the following conference series:

Conference proceedings info: EWSHM 2020.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 299.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 379.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 379.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (78 papers)

  1. Front Matter

    Pages i-xxi
    Download chapter PDF

  2. New Opportunities for Structural Health Monitoring and Artificial Intelligence

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Structural Geometric Morphology Monitoring for Bridges Using Holographic Visual Sensor

      • Shuai Shao, Guojun Deng, Zhixiang Zhou
      Pages 3-13

    3. Generative Adversarial Neural Networks for Guided Wave Signal Synthesis

      • Mateusz Heesch, Ziemowit Dworakowski, Krzysztof Mendrok
      Pages 14-23

    4. Concrete Surface Crack Segmentation Based on Deep Learning

      • Shun-Hsiang Hsu, Ting-Wei Chang, Chia-Ming Chang
      Pages 24-34

    5. Deep-Learning-Based Bridge Condition Assessment by Probability Density Distribution Reconstruction of Girder Vertical Deflection and Cable Tension Using Unsupervised Image Transformation Model

      • Yang Xu, Yadi Tian, Yufeng Zhang, Hui Li
      Pages 35-45

    6. Summary of Current Practice in Vibration Monitoring of Utility Tunnels and Shafts in the UK

      • Clive Chin-Kang Shen, Ursula Lawrence
      Pages 46-54

    7. Gaussian Process Based Grey-Box Modelling for SHM of Structures Under Fluctuating Environmental Conditions

      • Sikai Zhang, Timothy J. Rogers, Elizabeth J. Cross
      Pages 55-66

    8. Applying Neural Networks for Multi-site Damage Detection in Fuselage Lap Joints of Cargo Aircraft

      • Andrey Bautin, Yury Svirskiy
      Pages 67-76

    9. Deep Learning Based Identification of Elastic Properties Using Ultrasonic Guided Waves

      • Karthik Gopalakrishnan, Mahindra Rautela, Yiming Deng
      Pages 77-90

    10. A Methodology for Diagnosis of Damage by Machine Learning Algorithm on Experimental Data

      • Abhijeet Kumar, Anirban Guha, Sauvik Banerjee
      Pages 91-105

  3. Acoustic Emission for Structural Health Monitoring of Civil Infrastructure

    1. Front Matter

      Pages 107-107
      Download chapter PDF

    2. Joint Optimization of the Number of Clusters and Their Parameters in Acoustic Emission Clustering

      • Martin Mbarga Nkogo, Emmanuel Ramasso, Patrice Le Moal, Gilles Bourbon, Benoit Verdin, Gaël Chevallier
      Pages 109-116

  4. Space-Borne Health Monitoring for Civil Infrastructure

    1. Front Matter

      Pages 117-117
      Download chapter PDF

    2. Remote Sensing and In-Situ Measurements for the Structural Monitoring of Historical Monuments: The Consoli Palace of Gubbio, Italy

      • Nicola Cavalagli, Alban Kita, Elisabetta Farneti, Salvatore Falco, Francesco Trillo, Mario Costantini et al.
      Pages 119-128

    3. Investigation on the Use of SAR Data at the Building Scale

      • Simone Castelli, Luca Rota, Andrea Belleri, Alessandra Marini, Paolo Riva
      Pages 129-139

    4. Sentinel-1 Data for Monitoring a Pre-failure Event of Tailings Dam

      • Lorenzo Ammirati, Nicola Mondillo, Domenico Calcaterra, Diego Di Martire
      Pages 140-148

    5. Ground Deformation Monitoring of a Strategic Building Affected by Slow-Moving Landslide in Cuenca (Ecuador)

      • Chester Sellers, Ricardo Rodas, Nadia Paulina Carrasco, Rita De Stefano, Diego Di Martire, Massimo Ramondini
      Pages 149-158

  5. Autonomous Machine Learning-Enhanced SHM for Aerostructures

    1. Front Matter

      Pages 159-159
      Download chapter PDF

    2. Imbalanced Classification of Fatigue Crack for Aluminum Plates Using Lamb Wave

      • Ziwei Fang, Jingjing He, Jie Liu
      Pages 161-170
Back to top

Other volumes

  1. European Workshop on Structural Health Monitoring

Keywords

About this book

This volume gathers the latest advances, innovations, and applications in the field of structural health monitoring (SHM) and more broadly in the fields of smart materials and intelligent systems. The volume covers highly diverse topics, including signal processing, smart sensors, autonomous systems, remote sensing and support, UAV platforms for SHM, Internet of Things, Industry 4.0, and SHM for civil structures and infrastructures. The contributions, which are published after a rigorous international peer-review process, highlight numerous exciting ideas that will spur novel research directions and foster multidisciplinary collaboration among different specialists. The contents of this volume reflect the outcomes of the activities of EWSHM (European Workshop on Structural Health Monitoring) in 2020.


Editors and Affiliations

  • Department of Civil and Environmental Engineering, University of Pittsburgh, Pittsburgh, USA

    Piervincenzo Rizzo

  • Department of Engineering, Università degli Studi di Palermo, Palermo, Italy

    Alberto Milazzo

Bibliographic Information

  • Book Title: European Workshop on Structural Health Monitoring

  • Book Subtitle: Special Collection of 2020 Papers - Volume 2

  • Editors: Piervincenzo Rizzo, Alberto Milazzo

  • Series Title: Lecture Notes in Civil Engineering

  • DOI: https://doi.org/10.1007/978-3-030-64908-1

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Hardcover ISBN: 978-3-030-64907-4Published: 09 January 2021

  • Softcover ISBN: 978-3-030-64910-4Published: 09 January 2022

  • eBook ISBN: 978-3-030-64908-1Published: 08 January 2021

  • Series ISSN: 2366-2557

  • Series E-ISSN: 2366-2565

  • Edition Number: 1

  • Number of Pages: XXI, 850

  • Number of Illustrations: 85 b/w illustrations, 468 illustrations in colour

  • Topics: Building Repair and Maintenance, Cyber-physical systems, IoT, Manufacturing, Machines, Tools, Processes

Publish with us

Policies and ethics

Back to top

Search

Navigation