Digital Twin Technology Challenges and Applications: A Comprehensive Review

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Items 201–300 of 878

1. Production digital twin: a systematic literature review of challenges
   Slimane Kerrouchi, El‐Houssaine Aghezzaf, Johannes Cottyn · 2024 · International Journal of Computer Integrated Manufacturing
2. YOLOTransfer-DT: An Operational Digital Twin Framework with Deep and Transfer Learning for Collision Detection and Situation Awareness in Urban Aerial Mobility
   Nan Lao Ywet, Aye Aye Maw, Tuấn Anh Nguyễn, Jae-Woo Lee · 2024 · Aerospace
3. Ray-Tracing modeling for urban photovoltaic energy planning and management
   Panagiotis Kosmopoulos, Harshal Dhake, Danai Kartoudi · 2024 · Applied Energy
4. What grows, adapts and lives in the digital sphere? Systematic literature review on the dynamic modelling of flora and fauna in digital twins
   Laura Mrosla, Henna Fabritius, Kristiina Kupper, Fabian Dembski, Pia Fricker · 2025 · Ecological Modelling
5. Beyond Digital Twins: Phygital Twins for Neuroergonomics in Human-Robot Interaction
   Giacinto Barresi, Claudio Pacchierotti, Matteo Laffranchi, Lorenzo De Michieli · 2022 · Frontiers in Neurorobotics
6. AI-Enabled Digital Twin Framework for Safe and Sustainable Intelligent Transportation
   Keke Long, Chengyuan Ma, Hangyu Li et al. · 2025 · Sustainability
7. Artificial Intelligence Techniques With Digital Twin for Fault Diagnosis in Interconnected Systems: A Review
   Imen Nakti, Majdi M. Mansouri, Rami Al‐Hmouz, Atef Khedher · 2025 · IEEE Access
8. Efficient Hydrodynamic Modelling of Urban Stormwater Systems for Real-Time Applications
   Henry Baumann, Nanna Høegh Ravn, Alexander Schaum · 2022 · Modelling—International Open Access Journal of Modelling in Engineering Science
9. Digital Twin Technology in the Gas Industry: A Comparative Simulation Study
   Jaeseok Yun, Sungyeon Kim, Jinmin Kim · 2024 · Sustainability
10. A Real-Time Digital Twin and Neural Net Cluster-Based Framework for Faults Identification in Power Converters of Microgrids, Self Organized Map Neural Network
    Juan R. Lopez, Jesús Camacho, Pedro Ponce, Brian MacCleery, Arturo Molina · 2022 · Energies
11. A Concentration Prediction-Based Crop Digital Twin Using Nutrient Co-Existence and Composition in Regression Algorithms
    Anahita Ghazvini, Nurfadhlina Mohd Sharef, Siva K. Balasundram · 2024 · Applied Sciences
12. Machine learning assisted predictive urban digital twin for intelligent monitoring of air quality index for smart city environment
    Khazina Naveed, Tariq Umer, Aamer Bilal Asghar · 2025 · Environmental Modelling & Software
13. Blockchain for Security in Digital Twins
    Rahanatu Suleiman, Akshita Maradapu Vera Venkata Sai, Wei Yu, Chenyu Wang · 2025 · Future Internet
14. Digital Twin and Manufacturing
    Özgü Can, Aytuğ Türkmen · 2023 · Springer eBooks
15. 3D reconstruction in underground utilities
    Yang Su, Jun Wang, Xiangyu Wang · 2023 · Automation in Construction
16. Enabling End-User Development in Smart Homes: A Machine Learning-Powered Digital Twin for Energy Efficient Management
    Luca Cotti, Davide Guizzardi, Barbara Rita Barricelli, Daniela Fogli · 2024 · Future Internet
17. Graphics-based modular digital twin software framework for production lines
    Xinyi Yu, Xiaoyao Sun, Linlin Ou · 2024 · Computers & Industrial Engineering
18. Image-based deep learning for smart digital twins: a review
    Md Ruman Islam, Mahadevan Subramaniam, Pei-Chi Huang · 2025 · Artificial Intelligence Review
19. A digital twin framework for turbine blade crack propagation prediction
    Xuanxin Tian, Shiyu Li, Heng Zhang, Qiubo Li, Shigang Ai · 2025 · International Journal of Mechanical Sciences
20. Environmental culture, green human resource management, green innovation, and environmental performance: the moderating role of corporate social responsibility
    Hummaira Qudsia Yousaf, Sidra Munawar, Muneeb Ahmed, Shafiqur Rehman · 2024 · Journal of Environmental Planning and Management
21. Digital Twins in Fusion Energy Research: Current State and Future Directions
    M. Battye, Suresh Perinpanayagam · 2025 · IEEE Access
22. A framework for digital twins solutions for 5 PL operators
    Bernardo Nicoletti, Andrea Appolloni · 2023 · Technology in Society
23. Deep Learning in IoT: An LSTM Approach for NDVI Forecasting
    Khaled Sherif, Mohamed Moustafa Azmy, Khder Mohammed Alakkari, Mostafa Salaheldin Abdelsalam Abotaleb, El‐Sayed M. El‐kenawy · 2023 · International Conference on Electronic Engineering (ICEEM)
24. Digital-Twin-Enabled Framework for Training and Deploying AI Agents for Production Scheduling
    Emmanouil Bakopoulos, Vasilis Siatras, Panagiotis Mavrothalassitis, Nikolaos Nikolakis, Kosmas Alexopoulos · 2024 · Springer eBooks
25. AgTech: A Survey on Digital Twins Based Aquaculture Systems
    Ngoc-Bao-Van Le, Hanchul Woo, Daesung Lee, Jun‐Ho Huh · 2024 · IEEE Access
26. Review of Digital Twin in the Automotive Industry on Products, Processes and Systems
    Heli Liu, Benjamin Zhang, Vincent L. Wu, Xiao Zhen Yang, Liliang Wang · 2025 · International Journal of Automotive Manufacturing and Materials
27. Assessing the Maturity of Digital Twinning Solutions for Ports
    Robert Klar, Anna Fredriksson, Vangelis Angelakis · 2023 · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
28. Digital Twin Enhanced Multi-Agent Reinforcement Learning for Large-Scale Mobile Network Coverage Optimization
    Haoqiang Liu, Weikang Su, Tong Li · 2024 · ACM Transactions on Knowledge Discovery from Data
29. AI-based malware detection in IoT networks within smart cities: A survey
    Mustafa J.M. Alhamdi, José Manuel López-Guede, Jafar AlQaryouti, Javad Rahebi, Ekaitz Zulueta, Unai Fernández‐Gámiz · 2025 · Computer Communications
30. The Digital Twin City in Enhancing Flood Evacuation Systems: Future Opportunities and Challenges
    Ary Setijadi Prihatmanto, Abdurrakhman Prasetyadi, Ambar Yoganingrum, Ridwan Sutriadi, Ana Hadiana · 2025 · IEEE Access
31. Development of an Advanced Multi-Layer Digital Twin Conceptual Framework for Underground Mining
    Carlos Cacciuttolo, Edison Atencio, Seyedmilad Komarizadehasl, José Antonio Lozano-Galant · 2025 · Sensors
32. Cyber-Physical Power System Digital Twins—A Study on the State of the Art
    Nathan Elias Maruch Barreto, Alexandre Rasi Aoki · 2025 · Energies
33. A Digital Twin Mixed-reality System for Testing Future Advanced Air Mobility Concepts: A Prototype
    Junjie Zhao, Christopher Conrad, Quentin Delezenne, Yan Xu, Antonios Tsourdos · 2023 · Integrated Communications, Navigation and Surveillance Conference (ICNS)
34. Personalized Dietary Recommendations Using Machine Learning: A Comprehensive Review
    Neeraj Varshney, Netaji Jadhav, Kirti Gupta, Nilesh R. Mate, Anthony Rose, Purushottam Kumar · 2023 · International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI)
35. Low-Inertia Microgrid Synchronization Using Data-Driven Digital Twins
    Mikhak Samadi, Javad Fattahi · 2024 · IEEE Access
36. IoT and Smart Sensors for Remote Sensing Healthcare and Agriculture Applications
    Vijayalaxmi Kadrolli, Gauri Kalnoor · 2024 · Remote Sensing in Earth Systems Sciences
37. Digital-Twin Predictive Control of Nonlinear Systems With Time Delays, Unknown Dynamics, and Communication Delays
    G. P. Liu · 2024 · IEEE Transactions on Cybernetics
38. A holistic methodology for the assessment of Heritage Digital Twin applied to Portuguese case studies
    Gabriel Sugiyama, Inês Bourgeois, H. Rodrigues · 2025 · Digital Applications in Archaeology and Cultural Heritage
39. Enabling low-latency digital twins for large-scale UAV networks using MQTT-based communication framework
    Dohyun An, Hyeontae Joo, Hwangnam Kim · 2025 · ICT Express
40. Design of a Machine Learning Approach to Anomaly Detection in Tyre-Road Interaction
    Aleksandr Sakhnevych, Nicola Pasquino, Giancarlo Sperlí · 2025 · IEEE Access
41. Cooperating and Competing Digital Twins for Industrie 4.0 in Urban Planning Contexts
    Otthein Herzog, Matthias Jarke, Siegfried Zhiqiang WU · 2023 · Sci
42. A Survey of Digital Twin for Industry 4.0: Benefits, Challenges and Opportunities
    Tejaswini R. Murgod, S. Meenakshi Sundaram, U Mahanthesha, Pandiyanathan Murugesan · 2023 · SN Computer Science
43. Leading-Edge Technologies for Architectural Design: A Comprehensive Review
    Nitin Liladhar Rane, Saurabh Purushottam Choudhary, Jayesh Rane · 2023 · International Journal of Architecture and Planning
44. AI and Digital Twins Transforming Healthcare IoT
    Vikas Sharma, Kapil Sharma, Akshi Kumar · 2024 · International Conference on Cloud Computing, Data Science & Engineering (Confluence)
45. Digital twin on concepts, enabling technologies, and applications
    Zhang Bing, Michael Enyan, Jesse Nii Okai Amu‐Darko, Eliasu Issaka, Hongyu Liu, Rao Junsen, Xinxing Zhang · 2024 · Journal of the Brazilian Society of Mechanical Sciences and Engineering
46. An AI-Based Digital Twin Framework for Intelligent Traffic Management in Singapore
    Eleni Aloupogianni, Faiyaz Doctor, Charalampos Karyotis, Tomasz Maniak, Raymond Tang, Rahat Iqbal · 2024 · International Conference on Electrical, Computer and Energy Technologies (ICECET)
47. Application and Development of Digital Twins in Smart Cities
    Zepeng Cai · 2024 · International Conference on Big Data Engineering and Education (BDEE)
48. Digital Entity Management Methodology for Digital Twin Implementation: Concept, Definition, and Examples
    Yegi Lee, Myung-Sun Baek, Kyoungro Yoon · 2025 · IEEE Transactions on Broadcasting
49. A methodology for estimating the cost of a digital twin
    Shuo Su, Aydin Nassehi, Adam McClenaghan, Andrew Langridge, Ben James Hicks · 2025 · Journal of Manufacturing Systems
50. Cross-domain comparative analysis of digital twins and universalised solutions
    Guanyu Xiong, Haijiang Li, Yan Gao · 2025 · Advanced Engineering Informatics
51. Big data and Internet of Things applications in smart cities: Recent advances, challenges, and critical issues
    Elias Dritsas, Μαρία Τρίγκα · 2025 · Internet of Things
52. Hybrid Models, Digital Twins, and Digital Shadows for Sustainable Membrane Technologies: A Critical Review
    K. Ghasemzadeh, M. Jafari, T. Torabi, Amirpiran Amiri, A. Iulianelli · 2026 · Advanced Membranes
53. A Fault-Tolerant Communication Algorithm for Age-of-Information Optimization in DITENs
    Li Yang, Yi-Fei Zou, Shi-Kun Shen, Peng Wang, Dong-Xiao Yu, Xiu-Zhen Cheng · 2024 · IEEE Transactions on Communications
54. Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks
    Zifan Zhang, Minghong Fang, Mingzhe Chen, Gaolei Li, Xi Lin, Yuchen Liu · 2024 · IEEE Internet of Things Journal
55. Critical review on integrated real-time energy management strategy and digital twin applied to hybrid electric UAVs
    Nkotto Akono Cyrille, Ndzana Jean Calvin, Mengata Mengounou Ghislain, Sosso Mayi Olivier Thierry · 2024 · Electrical Engineering
56. Exploring the Sustainability Benefits of Digital Twin Technology in Achieving Resilient Smart Cities During Strong Earthquake Events
    Ahed Habib, Maan Habib, Bashar Bashir, Hussein Bachir · 2025 · Arabian Journal for Science and Engineering
57. A Proof-of-Concept Digital Twin for Real-Time Simulation: Leveraging a Model-Based Systems Engineering Approach
    Bülent Soykan, Grégoire Blanc, Ghaith Rabadi · 2025 · IEEE Access
58. Digital Twin and Industrial Internet of Things Architecture to Reduce Carbon Emissions
    Chrysi Metallidou, Kostas E. Psannis, Dimitrios D. Vergados · 2022 · International Conference on Computer Communication and the Internet (ICCCI)
59. Using constrained-disorder principle-based systems to improve the performance of digital twins in biological systems (Preprint)
    Tal Sigawi, Yaron Ilan · 2023
60. From Age of Information to Age of Digital Twin: A Review on Synchronization Metrics for IoT Networks
    Ali Loubany, May Itani, Sanaa Sharafeddine · 2025 · IEEE Access
61. Hyper-Reduction Techniques for Efficient Simulation of Large-Scale Engineering Systems
    Suparno Bhattacharyya, Jian Guo Tao, Eduardo Gildin · 2025 · Archives of Computational Methods in Engineering
62. How the digital revolution is reshaping water management and policy: A focus on Spain
    Alfonso Expósito, Esther D. Cebollero · 2025 · Utilities Policy
63. Shaping the future of nuclear reactors with digital twins: Current developments and perspectives
    Qingyu Huang, Wei Zeng, Jia Liu, Zhuo Zhang, Jian Deng, Zhifang Qiu, Le Xu, Zonglan Wei, Qi Lu, Lanxin GONG et al. · 2025 · Applied Energy
64. Machine learning for renewable energy advancements: Prospects and emerging techniques
    Safiullah Khan, Juhi Jannat Mim, Jannatul Ferdous Shorna, Al Mahmud Hasan, Hasibur Rahman Tarek, Md. Aminul Islam, Nayem Hossain · 2026 · Energy Reports
65. Digital Twins and the Mining Industry
    Milad Ghahramanieisalou, Javad Sattarvand · 2024 · IntechOpen eBooks
66. SLAM2REF: advancing long-term mapping with 3D LiDAR and reference map integration for precise 6-DoF trajectory estimation and map extension
    Miguel Arturo Vega Torres, Alexander Braun, André Borrmann · 2024 · Construction Robotics
67. Research on the Construction of a Digital Twin System for the Long-Term Service Monitoring of Port Terminals
    Jinqiang Bi, P. Wang, Wenjia Zhang, Kexin Bao, Liu Qin · 2024 · Journal of Marine Science and Engineering
68. Unlocking biomedical data sharing: A structured approach with digital twins and artificial intelligence (AI) for open health sciences
    Claire Jean-Quartier, Sarah Stryeck, Alexander Thien, Burim Vrella, Jeremias Kleinschuster, Emil Spreitzer, Mojib Wali, Heimo Mueller, Andreas Holzinger, Fleur Jeanquartier · 2024 · Digital Health
69. A Case Study of 3D Scanning Techniques in Civil Engineering Using the Terrestrial Laser Scanning Technique
    Artur Piekarczuk, Aleksandra J. Mazurek, Jacek Szer · 2024 · Buildings
70. The Flow of Digital Transition: The Challenges of Technological Solutions for Hotels
    Ana María García López, Luis Galindo-Pérez-de-Azpillaga, Concepción Foronda Robles · 2025 · Social Indicators Research
71. RETRACTED: Robot Path Planning Method Based on Indoor Spacetime Grid Model
    Huangchuang Zhang, Qingjun Zhuang, Ge Li · 2022 · Remote Sensing · Retracted
72. Sustainable Smart Cities - A Vision for Tomorrow
    Amjad Almusaed, Asaad Almssad · 2022 · IntechOpen eBooks
73. IoT, AI and Digital Twin For Smart Campus
    Tanapeak Pexyean, Kobkiat Saraubon, Prachyanun Nilsook · 2022 · Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C)
74. Accurate and fast machine learning algorithm for systems outage prediction
    Chan Gu, Chen Chen, Wei Xiao Tang · 2023 · Solar Energy
75. Toward Sustainable Development: Exploring the Value and Benefits of Digital Twins
    Paweł Weichbroth, Krystian Jandy, Jozef M. Zurada · 2024 · Telecom
76. Rail Digital Twin and Deep Learning for Passenger Flow Prediction Using Mobile Data
    Yuming Ou, Adriana‐Simona Mihăiţă, Adrian Ellison, Tuo Mao, Seunghyeon Lee, Chen Fang · 2025 · Electronics
77. A Digital Twin Approach to Smart Monitoring and Fault Diagnosis
    Ana Carolina Santos Araújo, Lane Maria Rabelo Baccarini, Paulo Cezar Monteiro Lamim Filho, Walmir M. Caminhas · 2025 · IEEE Access
78. Review and Proposed Digital Twin Model for Sustainable Smart University Asset Management
    Nada Ahmad Fashal, Ghada A. El Khayat, Shaimaa A. Elmorsy · 2023 · IEEE Afro-Mediterranean Conference on Artificial Intelligence (AMCAI)
79. A Co-simulation Digital Twin with SUMO and AirSim for Testing Lane-based UTM System Concept
    Zhang Zheng Wen, Junjie Zhao, Yan Xu · 2024 · Proceedings - IEEE Aerospace Conference
80. Research on deep learning rolling bearing fault diagnosis driven by high-fidelity digital twins
    Jingyuan Wu, Qilin Shu, Minghao Li, Geng Wang, Yonghe Wei · 2024 · International Journal on Interactive Design and Manufacturing (IJIDeM)
81. Revolutionising agriculture for food security and environmental sustainability: A perspective on the role of digital twin technology
    Divine Senanu Ametefe, Norhayati Hussin, Dah John, George Dzorgbenya Ametefe, Abdulmalik Adozuka Aliu, Zainab Abdi Ali · 2024 · CABI Reviews
82. Digital twins tools and technologies
    Wasswa Shafik · 2024 · Elsevier eBooks
83. SceneKG: A Geo‐Scene Based Spatiotemporal Knowledge Representation Framework Considering Geo‐Processes
    Yufeng He, Yi Huang, Yehua Sheng et al. · 2024 · Transactions in GIS
84. Bibliometric Analysis of Digital Twin: Scientometrics and Future Research Trends
    Munish Bhatia, Vijay Kumar · 2025 · IEEE Internet of Things Journal
85. Towards a Data‐Driven Digital Twin AI‐Based Architecture for Self‐Driving Vehicles
    Parinaz Babaei, Nosrat Riahinia, Omid Mahdi Ebadati E., Ali Azimi · 2025 · IET Intelligent Transport Systems
86. Designing a stakeholder engagement framework with critical success factors for Hubs for Circularity
    Aidana Tleuken, Patricia B. Rogetzer, Luca Fraccascia, Devrim Murat Yazan · 2025 · Journal of Environmental Management
87. Enhancing community engagement with digital twins: Technological adoption in marine debris management
    Sapta Suhardono, Laili Fitria, Wisnu Prayogo, Chun‐Hung Lee, I Wayan Koko Suryawan · 2025 · Journal of Urban Management
88. Personalization of AI-Based Digital Twins to Optimize Adaptation in Industrial Design and Manufacturing—Review
    Izabela Rojek, Dariusz Mikołajewski, Ewa Dostatni, Jan Cybulski, Mirosław Kozielski · 2025 · Applied Sciences
89. Bridging the gap between discrete event simulation and digital twin: A manufacturing case study☆☆
    Ana Wooley, Julia Bitencourt, Daniel F. Silva · 2025 · Manufacturing Letters
90. Digital Twin in Mining Industry: A Study on Automation Commissioning Efficiency and Safety Implementation of a Stacker Machine in an Open-Pit Mine
    Nabil El Bazi, Hicham El Hadraoui, Oussama Laayati, Adila El Maghraoui, Ahmed Chebak, Mustapha Mabrouki · 2023 · Global Power, Energy and Communication Conference
91. Integrated computational modeling of large format additive manufacturing: Developing a digital twin for material extrusion with carbon fiber-reinforced acrylonitrile butadiene styrene
    Pablo Castelló-Pedrero, César García-Gascón, Javier Bas-Bolufer, Juan Antonio García-Manrique · 2024 · Proceedings of the Institution of Mechanical Engineers Part L Journal of Materials Design and Applications
92. Industrial digital twins based on enterprise modeling: architecture, methodology, and engineering applications
    Mengjin Qu, Yining Yao, Minhui Sun, Xinran Chang, Qing Li · 2025 · Journal of Industrial Information Integration
93. Advancing intelligent geography: Current status, innovations, and future prospects
    Fenzhen Su, Fengqin Yan, Wenzhou Wu, Dongjie Fu, Yinxia Cao, Vincent D. Lyne, Michael Edward Meadows, Ling Yao, Jianghao Wang, Yuanyuan Huang et al. · 2025 · Geography and sustainability
94. DIGITAL TWIN: ORCHARD MANAGEMENT USING UAV
    Imants Zarembo, Sergejs Kodors, Ilmārs Apeināns · 2023 · Environment Technology Resources Proceedings of the International Scientific and Practical Conference
95. Process engineering of semi-continuous boiling of massecuites based on Digital Twin of sucrose crystallization
    Тужилкин Вячеслав Иванович, S.М. Petrov, N.M. Podgornova, Nikolai D. Lukin · 2023 · Journal of Food Engineering
96. A smart framework to perform a criticality analysis in industrial maintenance using combined MCDM methods and process mining techniques
    Cleiton Ferreira dos Santos, Eduardo de Freitas Rocha Loures, Eduardo Alves Portela Santos · 2024 · The International Journal of Advanced Manufacturing Technology
97. Advancing Intra and Inter-City Urban Digital Twins: An Updated Review
    Tim Wu, ChengHe Guan · 2024 · Journal of Planning Education and Research
98. FPGA-Based Sensors for Distributed Digital Manufacturing Systems: A State-of-the-Art Review
    Laraib Khan, Sriram Praneeth Isanaka, Frank Liou · 2024 · Sensors
99. A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics
    Ivan A. Fernandez, Subash Neupane, Trisha Chakraborty, Shaswata Mitra, Sudip Mittal, Nisha Pillai, Jingdao Chen, Shahram Rahimi · 2024 · IEEE International Conference on Collaboration and Internet Computing (CIC)
100. Analysis of urban management information technology systems: Ubiquitous City, Smart City, Metaverse, and Digital Twin
     Jung-Hoon Kim, Min Ju Kim · 2025 · International Journal of Urban Sciences