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Advances in Information Technology in Civil and Building Engineering

Proceedings of ICCCBE 2022 - Volume 1

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Sebastian Skatulla

    1. Department of Civil Engineering, University of Cape Town, Rondebosch, South Africa

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    You can also search for this editor in PubMed   Google Scholar

  2. Hans Beushausen

    1. Department of Civil Engineering, University of Cape Town, Rondebosch, South Africa

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • 19th Int'l Conference on Computing in Civil and Building Engineering, Cape Town, South Africa, October 26-28, 2022
  • Explores new horizons and research frontiers in computing in civil and building engineering
  • Written by leading experts in the field

Part of the book series: Lecture Notes in Civil Engineering (LNCE, volume 357)

Included in the following conference series:

Conference proceedings info: ICCCBE 2022.

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Table of contents (49 papers)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. Asset and Facility Management, Operation, and Maintenance

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. UAV Image-Based Defect Detection for Ancient Bridge Maintenance

      • Zhaolun Liang, Hao Wu, Haojia Li, Yanlin Wan, Jack C. P. Cheng
      Pages 3-17

    3. Leveraging AI and IoT for Improved Management of Educational Buildings

      • Ashvin Manga, Christopher Allen
      Pages 19-36

    4. Factors Affecting Maintenance Management of Public Buildings in South Africa

      • Letsau Khutso Maphutha, Morena William Nkomo, Molusiwa Stephan Ramabodu
      Pages 37-42

    5. Technological Innovation for Improving Energy and Water Consumption Efficiency and Sustainability on Government Buildings in South Africa: A Comprehensive Review of Literature

      • Evans Magaisa, Kathy Michell, Alireza Moghayedi
      Pages 43-51

  3. Big Data, Sensing, and Machine Learning

    1. Front Matter

      Pages 53-53
      Download chapter PDF

    2. Lumped Approach to Recognize Types of Construction Defect from Text with Hand-Drawn Circles

      • Seungah Suh, Ghang Lee, Daeyoung Gil
      Pages 55-64

    3. Requirements of Machine Learning and Semantic Enrichment for BIM-Based Automated Code Compliance Checking: A Focus Group Study

      • Ankan Karmakar, Venkata Santosh Kumar Delhi
      Pages 65-74

    4. An Alternative Approach to Automated Code Checking – Application of Graph Neural Networks Trained on Synthetic Data for an Accessibility Check Case Study

      • Tanya Bloch, André Borrmann, Pieter Pauwels
      Pages 75-91

    5. Segmentation Tool for Images of Cracks

      • Andrii Kompanets, Remco Duits, Davide Leonetti, Nicky van den Berg, H. H. Snijder
      Pages 93-110

    6. Generating Pseudo Label of Object Detector for Construction Site Monitoring

      • Taegeon Kim, Giwon Shin, Seokhwan Kim, Hongjo Kim
      Pages 111-119

    7. Instance Segmentation of Fire Safety Equipment Using Mask R-CNN

      • Angelina Aziz, Markus König, Sven Zengraf, Jens-Uwe Schulz
      Pages 121-135

    8. Blockchain Technology as a Monitoring Tool for Sensor Data

      • Jascha Brötzmann, Jyotiraditya Panda, Uwe Rüppel
      Pages 137-152

    9. Worker Activity Classification Using Multimodal Data Fusion from Wearable Sensors

      • Chi Tian, Yunfeng Chen, Yiheng Feng, Jiansong Zhang
      Pages 153-160

    10. Comparing Object Detection Models for Water Trash Monitoring

      • Seokhwan Kim, Taegeon Kim, Jeongho Hyeon, Jonghwa Won, Hongjo Kim
      Pages 161-170

    11. Extracting Information from Old and Scanned Engineering Drawings of Existing Buildings for the Creation of Digital Building Models

      • Tariq Al-Wesabi, Andreas Bach, Phillip Schönfelder, Inri Staka, Markus König
      Pages 171-186

    12. Context-Aware PPE Compliance Check in Far-Field Monitoring

      • Wei-Chih Chern, Jeongho Hyeon, Tam V. Nguyen, Vijayan K. Asari, Hongjo Kim
      Pages 187-195

    13. Challenges in Road Crack Segmentation Due to Coarse Annotation

      • Jeongho Hyeon, Giwon Shin, Taegeon Kim, Byungil Kim, Hongjo Kim
      Pages 197-203

    14. Comparison of Various Methodologies to Detect Anomalies in a Time Series Data Taken from a Tunnelling Project

      • Keyur Joshi, Elham Mahmoudi
      Pages 205-222
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Other volumes

  1. Advances in Information Technology in Civil and Building Engineering

  2. Advances in Information Technology in Civil and Building Engineering

Keywords

About this book

This book gathers the latest advances, innovations, and applications in the field of information technology in civil and building engineering, presented at the 19th International Conference on Computing in Civil and Building Engineering (ICCCBE), held in Cape Town, South Africa on October 26-28, 2022. It covers highly diverse topics such as BIM, construction information modeling, knowledge management, GIS, GPS, laser scanning, sensors, monitoring, VR/AR, computer-aided construction, product and process modeling, big data and IoT, cooperative design, mobile computing, simulation, structural health monitoring, computer-aided structural control and analysis, ICT in geotechnical engineering, computational mechanics, asset management, maintenance, urban planning, facility management, and smart cities. Written by leading researchers and engineers, and selected by means of a rigorous international peer-review process, the contributions highlight numerous exciting ideas that will spur novelresearch directions and foster multidisciplinary collaborations.

Editors and Affiliations

  • Department of Civil Engineering, University of Cape Town, Rondebosch, South Africa

    Sebastian Skatulla, Hans Beushausen

Bibliographic Information

  • Book Title: Advances in Information Technology in Civil and Building Engineering

  • Book Subtitle: Proceedings of ICCCBE 2022 - Volume 1

  • Editors: Sebastian Skatulla, Hans Beushausen

  • Series Title: Lecture Notes in Civil Engineering

  • DOI: https://doi.org/10.1007/978-3-031-35399-4

  • 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 2024

  • Hardcover ISBN: 978-3-031-35398-7Published: 02 October 2023

  • Softcover ISBN: 978-3-031-35401-4Due: 31 October 2023

  • eBook ISBN: 978-3-031-35399-4Published: 29 September 2023

  • Series ISSN: 2366-2557

  • Series E-ISSN: 2366-2565

  • Edition Number: 1

  • Number of Pages: XII, 715

  • Number of Illustrations: 70 b/w illustrations, 249 illustrations in colour

  • Topics: Building Construction and Design, Data Engineering, Data Mining and Knowledge Discovery, Facility Management

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