Toward the Creation of a Digital Twin Authoring Tool: A Smart Mobility Perspective in Smart Cities

被引:0
|
作者
Hassan, Muhammad Umair [1 ]
Alaliyat, Saleh Abdel-Afou [1 ]
Hameed, Ibrahim A. [1 ]
机构
[1] Norwegian Univ Sci & Technol, Dept ICT & Nat Sci, N-6009 Alesund, Norway
来源
IEEE ACCESS | 2024年 / 12卷
关键词
Digital twins; smart city; smart mobility; 3D reconstruction; virtual reality; CITY; SIMULATION; RECONSTRUCTION; FRAMEWORK;
D O I
10.1109/ACCESS.2024.3442079
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Transforming the livability of citizens by combining data, resources, and infrastructure is one of the fundamental goals of a smart city. A smart city is an aggregation of data and live analysis. Smart mobility can be equated with the smart planning of vehicle infrastructure in smart cities. Digital twin (DT) is an advanced concept for creating digital replicas of physical assets in a virtual space to mimic the physical assets for different test scenarios. With DTs, efficient smart mobility can be planned in smart cities to improve transport systems. However, manually generating digital replicas in a virtual environment is cumbersome. Automatic 3D reconstruction of vehicles to be used as DTs in a virtual environment can save a lot of labor. Therefore, we propose a digital twin authoring tool (DTAT) for generating DTs from a smart mobility perspective. The proposed DTAT ingests diverse data types from internet-of-things sensors, such as images and 3D CAD models. The reconstructed 3D models are used as DTs of physical vehicles in a virtual environment. The 3D reconstruction in our proposed DTAT is based on pre-trained models. To provide an immersive experience to city stakeholders, we develop a virtual reality (VR) based representation of vehicles in cyberspace. Our approach extends beyond mere visualization, enabling the running of various simulations within the virtual environment to gain comprehensive analytical insights. These simulations include advanced applications like public transport system optimization, using 3D models and real-time data to simulate and improve vehicle routes, minimizing travel times and maximizing coverage. This particular application demonstrates the practicality and effectiveness of our DTAT in enhancing urban mobility management. We showcase the capabilities of our proposed solution through a VR application, illustrating how it can be a transformative tool in the planning and management of smart city transport systems. Implementing our DTAT streamlines the creation of digital twins and significantly contributes to the smarter, more efficient, and sustainable movement within urban landscapes.
引用
收藏
页码:111280 / 111292
页数:13
相关论文
共 50 条
  • [1] Trends in Digital Twin Framework Architectures for Smart Cities: A Case Study in Smart Mobility
    Faliagka, Evanthia
    Christopoulou, Eleni
    Ringas, Dimitrios
    Politi, Tanya
    Kostis, Nikos
    Leonardos, Dimitris
    Tranoris, Christos
    Antonopoulos, Christos P.
    Denazis, Spyros
    Voros, Nikolaos
    SENSORS, 2024, 24 (05)
  • [2] Securing Smart Cities: A Cybersecurity Perspective on Integrating IoT, AI, and Machine Learning for Digital Twin Creation
    Vempati, Smita
    Nalini, N.
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (05) : 2817 - 2827
  • [3] SMART MOBILITY IN SMART CITIES
    Moreno Alonso, Concepcion
    Baucells Aleta, Neus
    Arce Ruiz, Rosa M.
    XII CONGRESO DE INGENIERIA DEL TRANSPORTE, 2016, : 1209 - 1219
  • [4] Smart CDSS and Authoring Tool
    Lee, Sungyoung
    Hussain, Maqbool
    PROCEEDINGS OF THE SEVENTH SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY (SOICT 2016), 2016, : 3 - 4
  • [5] Smart Cities with Digital Twin Systems for Disaster Management
    Ford, David N.
    Wolf, Charles M.
    JOURNAL OF MANAGEMENT IN ENGINEERING, 2020, 36 (04)
  • [6] Digital Twin Use Case for Smart, Sustainable Cities
    Cardoso, Joana L. F. P.
    Rhodes, Donna H.
    PROCEEDINGS OF THE 2023 CONFERENCE ON SYSTEMS ENGINEERING RESEARCH, CSER 2023, 2024, : 99 - 115
  • [7] Toward a Smart Mobility System: Integrating Electric Vehicles Within Smart Cities
    Fatnassi, Ezzeddine
    Harrabi, Olfa
    Chaouachi, Jouhaina
    PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCO'17 COMPANION), 2017, : 275 - 276
  • [8] THE ROLE OF SMART MOBILITY IN SMART CITIES
    Brcic, Davor
    Slavulj, Marko
    Sojat, Dino
    Jurak, Julijan
    ROAD AND RAIL INFRASTRUCTURE V, 2018, : 1601 - 1606
  • [9] SMART MOBILITY SOLUTIONS IN SMART CITIES
    Mester, Gyula
    INTERDISCIPLINARY DESCRIPTION OF COMPLEX SYSTEMS, 2022, 20 (01) : 37 - 43
  • [10] CrowdWeb: A Visualization Tool for Mobility Patterns in Smart Cities
    Zheng, Yisheng Alison
    Lakhdari, Abdallah
    Abusafia, Amani
    Lui, Shing Tai Tony
    Bouguettaya, Athman
    2023 IEEE 43RD INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS, ICDCS, 2023, : 993 - 996