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
  • [41] Green and digital entrepreneurship in smart cities
    Manjon, Miguel
    Aouni, Zineb
    Crutzen, Nathalie
    ANNALS OF REGIONAL SCIENCE, 2022, 68 (02) : 429 - 462
  • [42] Development and application of digital twin technology for integrated regional energy systems in smart cities
    Huang, Wenhua
    Zhang, Yajuan
    Zeng, Wen
    SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2022, 36
  • [43] Smart cities and innovations: Addressing user acceptance with virtual reality and Digital Twin City
    Michalik, David
    Kohl, Per
    Kummert, Anton
    IET SMART CITIES, 2022, 4 (04) : 292 - 307
  • [44] Toward smart sustainable cities: assessment of stakeholders' readiness for digital participatory planning
    Sameer, Nibras
    Alalouch, Chaham
    Al-Saadi, Saleh
    Saleh, Mohamed S.
    ARCHNET-IJAR INTERNATIONAL JOURNAL OF ARCHITECTURAL RESEARCH, 2024, 18 (04) : 914 - 936
  • [45] SMART CITIES AND TERRITORIES FROM THE PERSPECTIVE OF TECHNOLOGICAL SURVEILLANCE
    Miranda Bran, William
    Rendon Acevedo, Jaime Alberto
    DIMENSION EMPRESARIAL, 2019, 17 (04):
  • [46] Cities (r)evolution in the smart era: smart mobility practices as a driving force for tourism flow and the moderating role of airports in cities
    Marchesani, Filippo
    Masciarelli, Francesca
    Bikfalvi, Andrea
    INTERNATIONAL JOURNAL OF TOURISM CITIES, 2023, 9 (04) : 1025 - 1045
  • [47] Transport Issues and Sustainable Mobility in Smart Cities
    Venezia, E.
    Vergura, S.
    2015 INTERNATIONAL CONFERENCE ON CLEAN ELECTRICAL POWER (ICCEP), 2015, : 360 - 365
  • [48] Smart Mobility Digital Twin Based Automated Vehicle Navigation System: A Proof of Concept
    Wang, Kui
    Li, Zongdian
    Nonomura, Kazuma
    Yu, Tao
    Sakaguchi, Kei
    Hashash, Omar
    Saad, Walid
    IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 9 (03): : 4348 - 4361
  • [49] Smart Mobility in Smart Cities: Emerging challenges, recent advances and future directions
    Goumiri, Soumia
    Yahiaoui, Said
    Djahel, Soufiene
    JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 29 (01) : 81 - 117
  • [50] The Business Model Evaluation Tool for Smart Cities: Application to SmartSantander Use Cases
    Diaz-Diaz, Raimundo
    Munoz, Luis
    Perez-Gonzalez, Daniel
    ENERGIES, 2017, 10 (03):