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
  • [11] Mobility, Citizens, Innovation and Technology in Digital and Smart Cities
    Oliveira, Thays A.
    Gabrich, Yuri B.
    Ramalhinho, Helena
    Oliver, Miquel
    Cohen, Miri W.
    Ochi, Luiz S.
    Gueye, Serigne
    Protti, Fabio
    Pinto, Alysson A.
    Ferreira, Diogenes V. M.
    Coelho, Igor M.
    Coelho, Vitor N.
    FUTURE INTERNET, 2020, 12 (02)
  • [12] A systematic review of a digital twin city: A new pattern of urban governance toward smart cities
    Tianhu Deng
    Keren Zhang
    ZuoJunMax Shen
    Journal of Management Science and Engineering, 2021, 6 (02) : 125 - 134
  • [13] A systematic review of a digital twin city: A new pattern of urban governance toward smart cities
    Tianhu Deng
    Keren Zhang
    Zuo-Jun(Max) Shen
    Journal of Management Science and Engineering, 2021, (02) : 125 - 134
  • [14] A systematic review of a digital twin city: A new pattern of urban governance toward smart cities
    Deng, Tianhu
    Zhang, Keren
    Shen, Zuo-Jun
    JOURNAL OF MANAGEMENT SCIENCE AND ENGINEERING, 2021, 6 (02) : 125 - 134
  • [15] Smart mobility in smart cities: transforming the experiences of citizens into the future of smart cities
    Dash, Ajitabh
    TRANSFORMING GOVERNMENT- PEOPLE PROCESS AND POLICY, 2024, 18 (02) : 287 - 302
  • [16] Smart Cities Concept: Smart Mobility Indicator
    Orlowski, Aleksander
    Romanowska, Patrycja
    CYBERNETICS AND SYSTEMS, 2019, 50 (02) : 118 - 131
  • [17] Smart Mobility and Smart Environment in the Spanish cities
    Baucells Aleta, Neus
    Moreno Alonso, Concepcion
    Arce Ruiz, Rosa M.
    3RD CONFERENCE ON SUSTAINABLE URBAN MOBILITY (3RD CSUM 2016), 2017, 24 : 163 - 170
  • [18] The Social Digital Twin:The Social Turn in the Field of Smart Cities
    Ravid, Batel Yossef
    Aharon-Gutman, Meirav
    ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 2023, 50 (06) : 1455 - 1470
  • [19] DIGITAL TWIN FOR SMART MANUFACTURING: THE PRACTITIONER'S PERSPECTIVE
    Barring, Maja
    Johansson, Bjorn
    Shao, Guodong
    PROCEEDINGS OF THE ASME 2020 INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, IMECE2020, VOL 2B, 2020,
  • [20] Digital Twin in smart cities in Brazil: an integrative literature review
    Mendonca, Thais Carrier
    Soares, Antonio Lucas
    Cavalcanti, Vanessa Oliveira de Macedo
    Rados, Gregorio Jean Varvakis
    ATOZ-NOVAS PRATICAS EM INFORMACAO E CONHECIMENTO, 2024, 13