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Trends on Construction in the Digital Era

Proceedings of ISIC 2022

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. António Gomes Correia

    1. ISISE, University of Minho, Guimaraes, Portugal

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  2. Miguel Azenha

    1. ISISE, University of Minho, Guimaraes, Portugal

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  3. Paulo J. S. Cruz

    1. School of Architecture, University of Minho, Guimarães, Portugal

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  4. Paulo Novais

    1. ALGORITMI Research Center / LASI, University of Minho, Braga, Portugal

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  5. Paulo Pereira

    1. CTAC, University of Minho, Guimarães, Portugal

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  • 3rd ISIC Intl. Conf. on Trends on Construction in the Post-Digital Era, Guimarães, Portugal, September 2022
  • Highlights intelligent construction technologies applications to the life-cycle of infrastructure
  • Written by leading experts in the field

Part of the book series: Lecture Notes in Civil Engineering (LNCE, volume 306)

Included in the following conference series:

Conference proceedings info: ISIC 2022.

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Table of contents (38 papers)

  1. Front Matter

    Pages i-xv
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  2. Artificial Intelligence for Design and Built Environment

    1. Front Matter

      Pages 1-1
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    2. A WGAN Approach to Synthetic TBM Data Generation

      • Paul J. Unterlass, Georg H. Erharter, Alla Sapronova, Thomas Marcher
      Pages 3-19

    3. Digital Construction Strategy for Project Management Optimization in a Building Renovation Site: Machine Learning and Big Data Analysis

      • Sofia Agostinelli, Fabrizio Cumo, Riccardo Marzo, Francesco Muzi
      Pages 20-35

    4. Disruptive Innovation in AEC: The Case of Artificial Intelligence Applied to Project Management

      • Ricardo de Matos Camarinha, David Porter, Cuong Quang
      Pages 36-46

    5. Neural Network-Based Model to Predict Permanent Deformation Induced in the Subgrade by the Passage of the Trains

      • Ana Ramos, António Gomes Correia, Rui Calçada
      Pages 47-61

    6. Prediction of Airport Pavement Moduli by Machine Learning Methodology Using Non-destructive Field Testing Data Augmentation

      • Nicola Baldo, Fabio Rondinella, Clara Celauro
      Pages 62-75

    7. Prediction of Geological Conditions Ahead of the Tunnel Face: Comparing the Accuracy of Machine Learning Models Trained on Real and Synthetic Data

      • Alla Sapronova, Paul J. Unterlass, Thomas Dickmann, Jozsef Hecht-Méndez, Thomas Marcher
      Pages 76-86

    8. Predictions of Root Tensile Strength for Different Vegetation Species Using Individual and Ensemble Machine Learning Models

      • Tarun Semwal, P. Priyanka, Praveen Kumar, Varun Dutt, K. V. Uday
      Pages 87-100

    9. Towards the Development of a Budget Categorisation Machine Learning Tool: A Review

      • Luís Jacques de Sousa, João Poças Martins, João Santos Baptista, Luís Sanhudo
      Pages 101-110

    10. Transforming Construction Entities from Traditional Management to Autonomous Management Using Blockchain

      • Mohammad Darabseh, João Poças Martins
      Pages 111-121

  3. Building Information Modelling (BIM), Construction Automation and Robotics

    1. Front Matter

      Pages 123-123
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    2. A Toolbox for the Automatic Interpretation of Bender Element Tests in Geomechanics

      • Ionuţ Dragoş Moldovan, Abdalla Almukashfi, António Gomes Correia
      Pages 125-144

    3. Additive Manufactured (3D-Printed) Connections for Thermoplastic Facades

      • Ina Cheibas, Ringo Perez Gamote, Beril Önalan, Ena Lloret-Fritschi, Fabio Gramazio, Matthias Kohler
      Pages 145-166

    4. Auto(mated)nomous Assembly

      • Yuxi Liu, Boris Belousov, Niklas Funk, Georgia Chalvatzaki, Jan Peters, Oliver Tessmann
      Pages 167-181

    5. BIM-to-FEM: Development of a Software Tool to Increase the Operational Efficiency of Dam Construction Projects

      • Michael Giangiulio, Andreas-Nizar Granitzer, Franz Tschuchnigg, Jens Hoffmann
      Pages 182-195

    6. Converting Algorithms into Tangible Solutions

      • Inês Caetano, António Leitão, Francisco Bastos
      Pages 196-214

    7. Development of a BIM Model for Facility Management with Virtual/Augmented Reality Interaction

      • Filipe Finco, Andressa Oliveira, Nuno Sousa, Célia Pinto, José Granja, Miguel Azenha
      Pages 215-232

    8. Improv-Structure: Exploring Improvisation in Collective Human-Robot Construction

      • Isla Xi Han, Stefana Parascho
      Pages 233-243

  4. Sustainable Construction

    1. Front Matter

      Pages 245-245
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Other volumes

  1. Trends on Construction in the Digital Era

Keywords

About this book

These proceedings address the latest developments in the broad area of intelligent construction integrated in the mission of the International Society for Intelligent Construction (ISIC) which aims to promote intelligent construction technologies applications from the survey, design, construction, operation, and maintenance/rehabilitation by adapting to changes of environments and minimizing risks. Its goals are to improve the quality of construction, cost-saving, and safety, exploring fundamental issues related to the application and use of Artificial Intelligence (AI) and Machine Learning techniques and technology.

ISIC 2022 is the 3rd ISIC international conference, held in Guimarães, Portugal on September 6–9, 2022, and follows the previous successful instalments of the conference series in China (2019) and USA (2017). It took a holistic approach to integrate civil engineering, construction machinery, electronic sensor technology, survey/testing technologies, information technology/computing, and other related fields in the broad area of intelligent construction. The respective contributions cover the following topics: Artificial Intelligence for Design and the Built Environment, Building Information Modelling (BIM) and Construction Automation and Robotics, Intelligent Construction, Sustainable Construction, and Sustainable and Smart Infrastructures.

Given its broad range of coverage, the book will benefit students, educators, researchers and professionals practitioners alike, encouraging these readers to help the intelligent construction community into the digital era and with a vision on societal issues.

Editors and Affiliations

  • ISISE, University of Minho, Guimaraes, Portugal

    António Gomes Correia, Miguel Azenha

  • School of Architecture, University of Minho, Guimarães, Portugal

    Paulo J. S. Cruz

  • ALGORITMI Research Center / LASI, University of Minho, Braga, Portugal

    Paulo Novais

  • CTAC, University of Minho, Guimarães, Portugal

    Paulo Pereira

Bibliographic Information

  • Book Title: Trends on Construction in the Digital Era

  • Book Subtitle: Proceedings of ISIC 2022

  • Editors: António Gomes Correia, Miguel Azenha, Paulo J. S. Cruz, Paulo Novais, Paulo Pereira

  • Series Title: Lecture Notes in Civil Engineering

  • DOI: https://doi.org/10.1007/978-3-031-20241-4

  • 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 2023

  • Hardcover ISBN: 978-3-031-20240-7Published: 20 November 2022

  • Softcover ISBN: 978-3-031-20243-8Published: 21 November 2023

  • eBook ISBN: 978-3-031-20241-4Published: 19 November 2022

  • Series ISSN: 2366-2557

  • Series E-ISSN: 2366-2565

  • Edition Number: 1

  • Number of Pages: XV, 549

  • Number of Illustrations: 57 b/w illustrations, 254 illustrations in colour

  • Topics: Building Construction and Design, Control, Robotics, Mechatronics, Computational Intelligence, Artificial Intelligence, Statistics, general

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