1st Edition

Cognitive Digital Twins for Smart Lifecycle Management of Built Environment and Infrastructure Challenges, Opportunities and Practices

Edited By Ibrahim Yitmen Copyright 2023
240 Pages 15 Color & 61 B/W Illustrations
by CRC Press

240 Pages 15 Color & 61 B/W Illustrations
by CRC Press

240 Pages 15 Color & 61 B/W Illustrations
by CRC Press

This book provides knowledge into Cognitive Digital Twins for smart lifecycle management of built environment and infrastructure focusing on challenges and opportunities. It focuses on the challenges and opportunities of data-driven cognitive systems by integrating the heterogeneous data from multiple resources that can easily be used in a machine learning model and adjust the algorithms. It... Read more

Preface

Introduction

1. Enabling Technologies for Cognitive Digital Twins towards Construction 4.0

Ibrahim Yitmen and Sepehr Alizadehsalehi

2. Synopsis of Construction 4.0-based Digital Twins to Cognitive Digital Twins

Ibrahim Yitmen and Sepehr Alizadehsalehi

3. Integration of Digital Twins, Blockchain and AI in Metaverse: Enabling Technologies and Challenges

Ibrahim Yitmen, Sepehr Alizadehsalehi, İlknur Akiner and Muhammed Ernur Akiner

4. AI-Driven Digital Twins for Predictive Operation and Maintenance in Building Facilities

Ibrahim Yitmen, Habib Sadri and Afshin Taheri

5. Knowledge graph-based approach for adopting Cognitive Digital Twins in Shop-floor of Modular Production

Ibrahim Yitmen, Sepehr Alizadehsalehi, İlknur Akiner and Muhammed Ernur Akiner

6. Improving sustainability in the built environment through the integration of Digital Twins and Blockchain: an analysis of prefabricated modular construction

Karoline Figueiredo, Ahmed W. A. Hammad, Assed Haddad.

7. Digital ID Framework for Human-Centric Smart Management of the Indoor Environment

Min Deng, Carol C. Menassa, Vineet R. Kamat

8. Semi-Autonomous Digital Twins to Support Sustainable Outcomes in Construction 4.0

Marzia Bolpagni, Angelo Luigi Camillo Ciribini, Davide Simeone, Sara Comai, Silvia Mastrolembo, Maud Santamaria

9. Cognitive Digital Twin framework for Life Cycle Assessment supporting building sustainability

Lavinia Chiara Tagliabue, Tassiane Feijó Brazzalle, Stefano Rinaldi, Giovanni Dotelli

Index

Biography

Ibrahim Yitmen received his PhD in Architecture from Istanbul Technical University, Turkey. Since February 2018 he has been an Associate Professor in Management of Construction Production at Jönköping University, Sweden. His research focus is mainly on Innovation in Construction involving socio-technical issues regarding digital transformation in AEC industry, and his recent special interest is on Digital Twin-based Smart Built Environment, Augmented Reality/Mixed Reality for Cognitive Buildings, Integration of Digital Twins and Deep Learning for Smart Planning and Construction, Blockchain Technology in Construction Supply Chains, Cyber Physical Systems for Construction 4.0, Integration of Unmanned Aerial Vehicles and BIM for Construction Safety Planning and Monitoring. Dr. Yitmen have published more than 100 research papers in refereed international journals and in peer reviewed conference proceedings. He has recently been the editor of the book titled "BIM-enabled Cognitive Computing for Smart Built Environment: Potential, Requirements, and Implementation" published by CRC Press. He was one of the guest editors of the MDPI Journal Applied Sciences for the Special Issue "Cognitive Buildings". Dr. Yitmen is currently leading research projects titled "Integration of Blockchain and Digital Twins for Smart Asset Lifeycle Management" financed by Smart Built Environment (Sweden), titled "Adapting Cognitive Digital Twins for the Production of Sustainable Modular Houses" financed by Vinnova (Sweden), and titled "Collaborative Digital Platform for Dynamic Workflows in Construction Production and Information Exchange Planning financed by Jönköpings Läns Byggmästareförening". Dr. Yitmen serves on the scientific committees of the international conferences held by the International Council for Research and Innovation in Building and Construction (CIB), American Society of Civil Engineers (ASCE), and European Council on Computing in Construction (EC3). He is an active Member of American Society for Engineering Management, USA since 2010.