Enabling technologies and tools for digital twin

Digital Twin in Industry: State-of-the-Art

Tao, F., Zhang, H., Liu, A., & Nee, A. Y. C. (2019) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2018.2873186 · Cited by 4,391

Digital Twin in manufacturing: A categorical literature review and classification

Kritzinger, W., Karner, M., Traar, G., Henjes, J., & Sihn, W. (2018) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2018.08.474 · Cited by 3,612

Digital twin-driven product design, manufacturing and service with big data

Tao, F., Cheng, J., Qi, Q., Zhang, M., Zhang, H., & Sui, F. (2018) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-017-0233-1 · Cited by 2,920

The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles

Glaessgen, E., & Stargel, D. (2012) · 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 20th AIAA/ASME/AHS Adaptive Structures Conference 14th AIAA · doi:10.2514/6.2012-1818 · Cited by 2,404

Data-driven smart manufacturing

Tao, F., Qi, Q., Liu, A., & Kusiak, A. (2018) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2018.01.006 · Cited by 1,934

Deep learning for smart manufacturing: Methods and applications

Wang, J., Ma, Y., Zhang, L., Gao, R. X., & Wu, D. (2018) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2018.01.003 · Cited by 1,740

Digital twin and big data towards smart manufacturing and Industry 4.0: 360 degree comparison

Qi, Q., & Tao, F. (2018) · IEEE Access · doi:10.1109/access.2018.2793265 · Cited by 1,716

A Review of the Roles of Digital Twin in CPS-based Production Systems

Negri, E., Fumagalli, L., & Macchi, M. (2017) · Procedia Manufacturing · doi:10.1016/j.promfg.2017.07.198 · Cited by 1,669

Digital Twins and Cyber–Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison

Tao, F., Qi, Q., Wang, L., & Nee, A. Y. C. (2019) · Engineering · doi:10.1016/j.eng.2019.01.014 · Cited by 1,589

About The Importance of Autonomy and Digital Twins for the Future of Manufacturing

Rosen, R., von Wichert, G., Lo, G., & Bettenhausen, K. D. (2015) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2015.06.141 · Cited by 1,474

Implementation of Induction Motor Speed and Torque Control System with Reduced Order Model in ANSYS Twin Builder

Pliuhin, V., Tsegelnyk, Y. V., Plankovskyy, S. I., Аксьонов, О. Б., & Комбаров, В. В. (2023) · Lecture notes in networks and systems · doi:10.1007/978-3-031-40628-7_42 · Cited by 16

Fluid Computing & Digital Twins for intelligent interoperability in the IoT ecosystem

Bedogni, L., Mamei, M., Picone, M., Pietri, M., & Zambonelli, F. (2025) · Future Generation Computer Systems · doi:10.1016/j.future.2025.107855 · Cited by 15

Artificial Intelligence in Digital Twin Technology: Scientometric Insights on Architecture, Applications, and Tools

Bhatia, M., & Kumar, V. (2025) · IEEE Internet of Things Journal · doi:10.1109/jiot.2025.3575476 · Cited by 15

From Age of Information to Age of Digital Twin: A Review on Synchronization Metrics for IoT Networks

Loubany, A., Itani, M., & Sharafeddine, S. (2025) · IEEE Access · doi:10.1109/access.2025.3591589 · Cited by 15

Digital Twin Prospects in IoT-Based Human Movement Monitoring Model

Parween, G., Al‐Anbuky, A., Mawston, G. A., & Lowe, A. (2025) · Sensors · doi:10.3390/s25216674 · Cited by 15

Internet of Things Driven Digital Twin for Intelligent Manufacturing in Shipbuilding Workshops

Liang, C., Li, X., Niu, W., & Zhang, Y. (2025) · Future Internet · doi:10.3390/fi17080368 · Cited by 15

Shaping the future of nuclear reactors with digital twins: Current developments and perspectives

Huang, Q., Zeng, W., Liu, J., Zhang, Z., Deng, J., Qiu, Z., Xu, L., Wei, Z., Lu, Q., Lanxin, G. O. N. G., et al. (2025) · Applied Energy · doi:10.1016/j.apenergy.2025.126922 · Cited by 15

A survey of image encryption schemes: Arnold transformation, chaos, bit-plane extraction and permutation based algorithms

Jadoon, S., Pan, L., Huda, S., & Khan, K. H. (2026) · Multimedia Tools and Applications · doi:10.1007/s11042-026-21425-0 · Cited by 15

DTMN a Modelling Notation for Digital Twins

Corradini, F., Fedeli, A., Fornari, F., Polini, A., & Re, B. (2023) · Lecture notes in business information processing · doi:10.1007/978-3-031-26886-1_4 · Cited by 15

A Literature Review on Digital Twins in Warehouses

Bélanger, M.-J., Pellerin, R., & Lamouri, S. (2023) · Procedia Computer Science · doi:10.1016/j.procs.2023.01.302 · Cited by 15

Toward a shape-performance integrated digital twin based on hybrid reduced-order modeling for engineering structures

He, X., Lai, X., Li, K., Wang, S., Song, X., & Sun, W. F. (2023) · Engineering With Computers · doi:10.1007/s00366-023-01862-3 · Cited by 15

From Theory to Practice: A Systematic Review of Digital Twin Implementations Across Industry 4.0

Sharma, V., Sharma, K., & Kumar, A. (2023) · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · doi:10.1109/icccnt56998.2023.10308052 · Cited by 15

Digitalization in Agricultural Sector: Agriculture 4.0 for Sustainable Agriculture

Vapa–Tankosić, J., Mirjanić, B., Prodanović, R. V., Lekić, S., & Carić, B. (2024) · Journal of Agronomy Technology and Engineering Management (JATEM) · doi:10.55817/geqw8736 · Cited by 15

Digital twin enhanced quality prediction method of powder compaction process

Zuo, Y. N., You, H., Zou, X., Ji, W., & Tao, F. (2024) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2024.102762 · Cited by 15

Digital twin on concepts, enabling technologies, and applications

Bing, Z., Enyan, M., Amu‐Darko, J. N. O., Issaka, E., Liu, H., Junsen, R., & Zhang, X. (2024) · Journal of the Brazilian Society of Mechanical Sciences and Engineering · doi:10.1007/s40430-024-04973-0 · Cited by 15

An AI-Based Digital Twin Framework for Intelligent Traffic Management in Singapore

Aloupogianni, E., Doctor, F., Karyotis, C., Maniak, T., Tang, R., & Iqbal, R. (2024) · International Conference on Electrical, Computer and Energy Technologies (ICECET) · doi:10.1109/icecet61485.2024.10698642 · Cited by 15

A critical review of digital value engineering in building design towards automated construction

Khan, A. M., Alaloul, W. S., & Musarat, M. A. (2024) · Environment Development and Sustainability · doi:10.1007/s10668-024-05595-1 · Cited by 17

Multi-stage tool wear prediction method based on multi-dimensional digital twin

Dai, W., Liu, S., Lv, S., Hu, J., & Wang, X. (2025) · Journal of Intelligent Manufacturing · doi:10.1007/s10845-024-02560-7 · Cited by 15

A high-precision digital twin modeling approach for the serial-parallel hybrid drilling robot in aircraft assembly

Kang, R., Hu, J., Shi, Z., Zhang, J., Li, Z., Li, Z., & Tian, W. (2025) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2025.102986 · Cited by 15

Demystifying Artificial Intelligence based Digital Twins in Manufacturing- A Bibliometric Analysis of Trends and Techniques

Kumar, S., Patil, S., Bongale, A. M., Kotecha, K. V., Bongale, A. M., & Kamat, P. V. (2020) · Lincoln (University of Nebraska) · Cited by 15

An Integrated Platform for Multi-Model Digital Twins

Malakuti, S., Borrison, R., Kotriwala, A. M., Kloepper, B., Nordlund, E., & Rönnberg, K. (2021) · International Conference on the Internet of Things (IoT) · doi:10.1145/3494322.3494324 · Cited by 15

Systematic review of the literature on Digital Twin: a discussion of contributions and a framework proposal

da Cruz, R. J. M., & Tonin, L. A. (2022) · Gestão & Produção · doi:10.1590/1806-9649-2022v29e9621 · Cited by 15

DIGITAL TWIN VALUE IN INTELLIGENT BUILDING DEVELOPMENT

Захарченко, А. С., & Степанець, О. В. (2023) · Advanced Information Systems · doi:10.20998/2522-9052.2023.2.11 · Cited by 15

Integration of ROS and Tecnomatix for the development of digital twins based decision-making systems for smart factories

Sueldo, C. S., Villar, S. A., Paula, M. D., & Acosta, G. G. (2021) · IEEE Latin America Transactions · doi:10.1109/tla.2021.9468608 · Cited by 15

Blockchain for Enhancing Security and Privacy in the Smart Healthcare

Tyagi, A. K., & Seranmadevi, R. (2024) · Wiley eBooks · doi:10.1002/9781394303564.ch16 · Cited by 16

The application and development of digital twin in the marine domain

Hu, Z., Liu, Y., & Zhang, J. (2025) · Ocean · doi:10.26599/ocean.2025.9470001 · Cited by 14

Rail Digital Twin and Deep Learning for Passenger Flow Prediction Using Mobile Data

Ou, Y., Mihăiţă, A., Ellison, A., Mao, T., Lee, S., & Fang, C. (2025) · Electronics · doi:10.3390/electronics14122359 · Cited by 14

Cross-domain comparative analysis of digital twins and universalised solutions

Xiong, G., Li, H., & Gao, Y. (2025) · Advanced Engineering Informatics · doi:10.1016/j.aei.2025.103726 · Cited by 14

Latest trends and new approaches in ground source heat pump systems: A comprehensive review of performance, sustainability, and future directions

Karim, A., Kim, K., Chae, H., Oh, J., & Nam, Y. (2025) · Geothermics · doi:10.1016/j.geothermics.2025.103515 · Cited by 14

The Need for Ecosystem 4.0 to Support Maintenance 4.0: An Aviation Assembly Line Case

Giacotto, A., Marques, H. C., Barreto, E. A. P., & Martinetti, A. (2021) · Applied Sciences · doi:10.3390/app11083333 · Cited by 14

Digital twins in product-service lifecycles: a framework proposal for enhancing competitiveness and sustainability in manufacturing business

Timperi, M., Kokkonen, K., & Hannola, L. (2023) · International Journal of Computer Integrated Manufacturing · doi:10.1080/0951192x.2023.2264814 · Cited by 14

Research on the pathway of digital technology to drive China’s energy sector to achieve its carbon neutrality goal

Liu, M. L., Xu, X., Chu, H., Huang, S., & Li, W. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-30408-9 · Cited by 15

Research on evolutionary game of digital twin data information sharing based on blockchain technology

Zhu, Y. (2024) · Measurement and Control · doi:10.1177/00202940241245035 · Cited by 14

Orchestration constraints BlockChained smart contract and integrated digital twins manufacturing systems: ManuChain4.0-based application paradigm and case study

Ding, K., Fan, L., & He, C. (2024) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2024.04.014 · Cited by 14

Design and analysis methods for aerostatic bearings: The past, the present, and the future

Gou, N., Cheng, K., & Huo, D. (2024) · Proceedings of the Institution of Mechanical Engineers Part J Journal of Engineering Tribology · doi:10.1177/13506501241250121 · Cited by 14

Validating decarbonisation strategies of climate action plans via digital twins: a Limerick case study

Byrne, N., Pierce, S. K., Donatis, L. D., Kerrigan, R., & Buckley, N. (2024) · Frontiers in Sustainable Cities · doi:10.3389/frsc.2024.1393798 · Cited by 14

A meta-PINN framework for online operational monitoring of high-power induction furnace

Zhang, Z., Xu, X., Mao, W., & Li, S. (2024) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2024.07.002 · Cited by 14

A Framework for Effective Virtual Commissioning: Guiding Principles for Seamless System Integration

Korpai, R., Szántó, N., & Csapó, Á. (2024) · Journal of Manufacturing and Materials Processing · doi:10.3390/jmmp8040165 · Cited by 14

Digital twin of wooden heritage through multidimensional model construction and integration

Ma, X., Zhao, J., Wang, P., Du, J., Liu, J., & Zhao, D. (2024) · Structural Health Monitoring · doi:10.1177/14759217241262969 · Cited by 14

Digital Twin-Based Production-Logistics Synchronization System for Satellite Mass Assembly Shop-Floor

Liu, W., Zou, X., Wen, Z., Cheng, J., Zuo, Y. N., Zhang, C., Liu, H., & Tao, F. (2024) · Chinese Journal of Mechanical Engineering · doi:10.1186/s10033-024-01148-9 · Cited by 16

A real-time adaptive dynamic scheduling method for manufacturing workshops based on digital twin

Gu, W., Duan, L., Liu, S., & Guo, Z. (2024) · Flexible Services and Manufacturing Journal · doi:10.1007/s10696-024-09585-3 · Cited by 14

A multi-level multi-domain digital twin modeling method for industrial robots

Kang, Y., Liu, Y., Tuo, B., Pan, Y., Wang, X., Zhang, L., & Wang, L. (2025) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2025.103023 · Cited by 14

Digital Twin for a resilient management of the built environment

Rotilio, M., Villa, V., & Corneli, A. (2023) · IEEE International Workshop on Metrology for Living Environment (MetroLivEnv) · doi:10.1109/metrolivenv56897.2023.10164033 · Cited by 14

Virtual factory as a useful tool for improving production processes

Debevec, M., Šimić, M., Jovanović, V., & Herakovič, N. (2020) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2020.10.018 · Cited by 14

Artificial Intelligence-Aided Digital Twin Design: A Systematic ReviewPreprint

Hao, N., Li, Y., Liu, K., Liu, S., Lu, Y., Xu, B., Li, C., Chen, J., Yue, L., Fu, T., et al. (2024) · Preprints.org · doi:10.20944/preprints202408.2063.v1 · Cited by 16

How digital twin technology may improve safety management: A multi-industry perspective

Zou, P. X. W., & Ma, S. (2025) · Safety Science · doi:10.1016/j.ssci.2025.106837 · Cited by 13

Application of Digital Twin in Handling and Transportation of Hazardous Chemicals

Li, X., Zhang, Y., Li, C., Wang, T., & Xi, C. (2022) · Applied Sciences · doi:10.3390/app122412746 · Cited by 13

A Survey of Digital Twin for Industry 4.0: Benefits, Challenges and Opportunities

Murgod, T. R., Sundaram, S. M., Mahanthesha, U., & Murugesan, P. (2023) · SN Computer Science · doi:10.1007/s42979-023-02363-2 · Cited by 13

Improving Transportation Management Systems (TMSs) Based on the Concept of Digital Twins of an Organization

Dorofeev, A., Kurganov, V., Филиппова, Н. А., Petrov, A. I., Zakharov, D., & Iarkov, S. (2024) · Applied Sciences · doi:10.3390/app14041330 · Cited by 13

Critical review on integrated real-time energy management strategy and digital twin applied to hybrid electric UAVs

Cyrille, N. A., Calvin, N. J., Ghislain, M. M., & Thierry, S. M. O. (2024) · Electrical Engineering · doi:10.1007/s00202-024-02746-5 · Cited by 13

A Comprehensive State-of-the-Art Review for Digital Twin: Cybersecurity Perspectives and Open Challenges

Jaber, A. N., Koufos, I., & Christopoulou, M. I. (2024) · Lecture notes on data engineering and communications technologies · doi:10.1007/978-3-031-76462-2_8 · Cited by 13

Digital Twin Simulation and Implementation in Safety Risk Management Process

Virando, G. E., Lee, B., Kee, S., & Yee, J. (2024) · IEEE Access · doi:10.1109/access.2024.3519704 · Cited by 13

Exploring the Sustainability Benefits of Digital Twin Technology in Achieving Resilient Smart Cities During Strong Earthquake Events

Habib, A., Habib, M., Bashir, B., & Bachir, H. (2025) · Arabian Journal for Science and Engineering · doi:10.1007/s13369-025-10017-z · Cited by 16

Multiple knowledge depiction of digital twin-driven circular economy: Concepts, integrated advanced technologies, triple bottom line of smart construction, and exploratory case studies

Ali, Z. A., Hasan, R., Alsanad, A., Alhogail, A. A., & Gumaei, A. (2025) · Journal of Engineering Research · doi:10.1016/j.jer.2025.08.018 · Cited by 13

An Adaptive Multiobjective Multitask Service Composition Approach Considering Practical Constraints in Fog Manufacturing

Wang, Y., Gao, S., Wang, S., & Zimmermann, R. (2021) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2021.3137831 · Cited by 13

Research on Automatic Driving Simulation Test System Based on Digital Twin

Chen, X., Jin, Z., Zhang, Q., Li, P., Zhang, S., Sun, J., Tian, X., Wang, Y., & Zhang, J. (2022) · Journal of Physics Conference Series · doi:10.1088/1742-6596/2170/1/012039 · Cited by 13

On the Architecture and Key Technology for Digital Twin Oriented to Equipment Battle Damage Test Assessment

Song, M., Shi, Q., You, Z., Hu, Q., & Chen, L. (2022) · Electronics · doi:10.3390/electronics12010128 · Cited by 13

Energy Oriented Concepts and Other SMART WORLD Trends as Game Changers of Co-Production—Reality or Future?

Adamik, A., Nowicki, M., & Puksas, A. (2022) · Energies · doi:10.3390/en15114112 · Cited by 14

Digital twin driven factory and production planning (FPP)

Raheem, A., Marchi, M. D., & Dallasega, P. (2025) · Production & Manufacturing Research · doi:10.1080/21693277.2025.2507954 · Cited by 12

Digital twin-based assembly process framework utilizing STEP and knowledge graph

Liu, Y., Shen, H., Zhao, G. L., Du, X., & Jing, X. (2025) · Advanced Engineering Informatics · doi:10.1016/j.aei.2025.103502 · Cited by 12

Digital circularity in construction: a systematic review and conceptual framework with a timber focus

Lindblad, F. (2026) · International Journal of Sustainable Engineering · doi:10.1080/19397038.2026.2619254 · Cited by 13

Performance-oriented digital twin assembly of high-end equipment: a review

Zhang, C., Sun, Q., We, S., Shi, Z., & Mu, X. (2023) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-023-11457-3 · Cited by 12

Verification and Validation of Rotating Machinery Using Digital Twin

Yanik, Y., Ekwaro-Osire, S., Dias, J. P., Porto, E. H., Alves, D. S., Machado, T., Daniel, G. B., de Castro, H. F., & Cavalca, K. L. (2023) · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering · doi:10.1115/1.4063892 · Cited by 12

Digital twin modeling method of the temperature field of thermo-compression bonding blade based on generative adversarial networks

Deng, Z., Huang, H., Yang, J., Chen, J., Gao, X., & Yang, K. (2023) · Advances in Engineering Software · doi:10.1016/j.advengsoft.2023.103569 · Cited by 12

Review and Proposed Digital Twin Model for Sustainable Smart University Asset Management

Fashal, N. A., Khayat, G. A. E., & Elmorsy, S. A. (2023) · IEEE Afro-Mediterranean Conference on Artificial Intelligence (AMCAI) · doi:10.1109/amcai59331.2023.10431490 · Cited by 12

ODTRA-Based Task Offload Optimization for Industrial Internet of Things: Improving Efficiency and Performance With Digital Twins and Metaheuristic Optimization

Dhivya, S., Rajagopalan, A., Nidumolu, V., Alroobaea, R., Kotb, H., AboRas, K. M., & Elrashidi, A. (2024) · IEEE Access · doi:10.1109/access.2024.3385636 · Cited by 12

A review of in-situ measurement and simulation technologies for ceramic sintering: towards a digital twin sintering system

Chen, B., Ren, X., Diao, Q., Zou, H., Shi, X., Sui, T., Lin, B., & Yan, S. (2024) · Journal of Materials Science · doi:10.1007/s10853-024-09986-7 · Cited by 12

Expert opinion aggregation-based decision support for human-robot collaboration digital twin maturity assessment

Liu, X., Li, G., Xiang, F., Tao, B., & Jiang, G. (2024) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2024.100710 · Cited by 12

Data and Knowledge-Driven Bridge Digital Twin Modeling for Smart Operation and Maintenance

Sun, Z., Liang, B., Liu, S., & Liu, Z. (2024) · Applied Sciences · doi:10.3390/app15010231 · Cited by 12

System Thinking Approach for Digital Twin Analysis

Bianconi, C., Bonci, A., Monteriù, A., Pirani, M., Prist, M., & Taccari, L. (2020) · IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) · doi:10.1109/ice/itmc49519.2020.9198392 · Cited by 12

Emerging Technical Debt in Digital Twin Systems

Malakuti, S. (2021) · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · doi:10.1109/etfa45728.2021.9613538 · Cited by 12

Digital transformation with digital twins - distinct mechanisms of enabling and controlling uses

Saunila, M., Holopainen, M., Nasiri, M., Ukko, J., & Rantala, T. (2022) · Technology Analysis and Strategic Management · doi:10.1080/09537325.2022.2090917 · Cited by 12

Model construction of material distribution system based on digital twin

Wang, Y., Jiang, Z., & Wu, Y. (2022) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-022-09636-9 · Cited by 12

Construction of an Integrated Framework for Complex Product Design Manufacturing and Service Based on Reliability Data

Wang, J., Meng, Z., Gao, D., & Feng, L. (2022) · Machines · doi:10.3390/machines10070555 · Cited by 12

Deep Reinforcement Learning for autonomous pre-failure tool life improvement

Taha, H. A., Yacout, S., & Shaban, Y. (2022) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-022-09700-4 · Cited by 12

Optimal Scheduling of Integrated Community Energy Systems Based on Twin Data Considering Equipment Efficiency Correction Models

Ye, Z., Huang, W., Huang, J., He, J., Li, C., & Feng, Y. (2023) · Energies · doi:10.3390/en16031360 · Cited by 12

Enabling Smart Agriculture in Nigeria: Application of Digital-Twin Technology

Elijah, O., Rahim, S. K. A., Emmanuel, A. A., Salihu, Y. O., Usman, Z. G., & Jimoh, A. M. (2021) · International Conference on Multidisciplinary Engineering and Applied Science (ICMEAS) · doi:10.1109/icmeas52683.2021.9692351 · Cited by 12

Digital Twin-Driven Rear Axle Assembly Torque Prediction and Online Control

Liu, L., Xu, Z., Gao, C., Zhang, T., & Gao, Z. (2022) · Sensors · doi:10.3390/s22197282 · Cited by 12

Preliminary Study on the Application of Digital Twin in Military Engineering and Equipment

Li, S., Yang, Q., Xing, J., & Yuan, S. (2020) · Chinese Automation Congress · doi:10.1109/cac51589.2020.9326911 · Cited by 12

Using constrained-disorder principle-based systems to improve the performance of digital twins in biological systems (Preprint)Preprint

Sigawi, T., & Ilan, Y. (2023) · doi:10.2196/preprints.46304 · Cited by 12

Smart Hospital in Smart Cities

Pradeep, M., Kumari, S., Tyagi, A. K., & Tiwari, S. (2024) · Wiley eBooks · doi:10.1002/9781394303564.ch24 · Cited by 12

Advancing intelligent transportation through digital twin: Challenges, models, and future prospects

XING, L. X., Li, B., Deng, K., Gao, J., Wu, H., Ma, H., & Zhang, X. (2025) · Ad Hoc Networks · doi:10.1016/j.adhoc.2025.104077 · Cited by 11

Multi-source errors evaluation of machine tools: from research gaps to methodologies and applications

Sun, J., Zhang, Y., Ma, X., Li, B., Yang, M., Xu, L., Xin, H., An, Q., Zhu, L., Bie, Q., et al. (2025) · International Journal of Extreme Manufacturing · doi:10.1088/2631-7990/ae1be8 · Cited by 11

Implementation of a Petri-net based Digital Twin for the development procedure of an Electric Vehicle

Tsinarakis, G. J., Spanoudakis, P., Arabatzis, G., Tsourveloudis, N. C., & Doitsidis, L. (2020) · Mediterranean Conference on Control and Automation (MED) · doi:10.1109/med48518.2020.9182784 · Cited by 11

Using a Digital Twin as the Objective Function for Evolutionary Algorithm Applications in Large Scale Industrial Processes

Eklund, M., Sierla, S., Niemistö, H., Korvola, T., Savolainen, J., & Karhela, T. A. (2023) · IEEE Access · doi:10.1109/access.2023.3254896 · Cited by 11

Embedding Digital Twin Technology in Robotics

Shaptala, S., & Myronova, N. (2023) · Management of Development of Complex Systems · doi:10.32347/2412-9933.2023.53.45-51 · Cited by 11

Threat intelligence using Digital Twin honeypots in Cybersecurity

Nintsiou, M., Grigoriou, E., Karypidis, P. A., Saoulidis, T., Fountoukidis, E., & Sarigiannidis, P. G. (2023) · IEEE International Conference on Cyber Security and Resilience (CSR) · doi:10.1109/csr57506.2023.10224997 · Cited by 11

A Data-Driven Digital Twin Architecture for Failure Prediction of Customized Automatic Transverse Robot

Ye, W., Liu, X., Zhao, X., Fu, H., Cai, Y., & Li, H. (2024) · IEEE Access · doi:10.1109/access.2024.3393027 · Cited by 11

Recent Progress on Digital Twins in Intelligent Connected Vehicles: A Review

Chai, X., Yan, J., Zhang, W., Sułowicz, M., & Feng, Y. (2024) · Elektronika ir Elektrotechnika · doi:10.5755/j02.eie.36209 · Cited by 11

ViSE: Digital Twin Exploration for Automotive Functional Safety and Cybersecurity

Kabir, M. R., & Ray, S. (2024) · Journal of Hardware and Systems Security · doi:10.1007/s41635-024-00150-w · Cited by 11

Emerging Synergies: Industry 5.0 Integration of Complex Systems

Amirkhizi, P. J., Pedrammehr, S., Pakzad, S., Asady, Z., Arogbonlo, A., & Asadi, H. (2024) · IEEE International Systems Conference (SysCon) · doi:10.1109/syscon61195.2024.10553432 · Cited by 11

Digital twins tools and technologies

Shafik, W. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-28884-5.00003-8 · Cited by 11

FPGA-Based Sensors for Distributed Digital Manufacturing Systems: A State-of-the-Art Review

Khan, L., Isanaka, S. P., & Liou, F. (2024) · Sensors · doi:10.3390/s24237709 · Cited by 11

Use of non-fungible tokens in operations and supply chain management

Helo, P., Hao, Y., & Gunasekaran, A. (2025) · International Journal of Production Research · doi:10.1080/00207543.2025.2449588 · Cited by 11

Research on digital twin model for milling parameter optimization of thin-walled parts

Song, J., Jin, H., Wang, X., Hu, T., Zhen-yu, H., & Fu, H. (2025) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-025-15072-2 · Cited by 11

Bibliometric Analysis of Digital Twin: Scientometrics and Future Research Trends

Bhatia, M., & Kumar, V. (2025) · IEEE Internet of Things Journal · doi:10.1109/jiot.2025.3555282 · Cited by 11

Human Digital Healthcare Engineering for Enhancing the Health and Well-Being of Seafarers and Offshore Workers: A Comprehensive Review

Cui, M.-X., He, K., Wang, F., & Paik, J. K. (2025) · Systems · doi:10.3390/systems13050335 · Cited by 11

Transfer learning-based physics-informed DeepONets for the adaptive evolution of digital twin models for dynamic systems

Cong, A., Jin, Y., Lu, Z., Gao, Q., Ge, X., Li, Z., Lin, R., Hu, X., & Hou, L. (2025) · Nonlinear Dynamics · doi:10.1007/s11071-025-11158-4 · Cited by 11

Digital twins for machine tools: a systematic mapping study

Chen, S., Ellwein, C., Klingel, L., Neumann, R., Zhang, J., Riedel, O., Verl, A. W., & Wortmann, A. (2025) · Digital Twin · doi:10.1080/27525783.2025.2538727 · Cited by 11

Digital twin modeling

Tao, F., Xiao, B., Qi, Q., Cheng, J., & Ji, P. (2022) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2022.06.015 · Cited by 1,255

Digital twin: a state-of-the-art review of its enabling technologies, applications and challenges

Hu, W., Zhang, T., Deng, X., Liu, Z., & Tan, J. (2021) · Journal of Intelligent Manufacturing and Special Equipment · doi:10.1108/jimse-12-2020-010 · Cited by 228

Five-Dimension Digital Twin Modeling and Its Key Technologies

Tao, F., Zhang, M., & Nee, A. (2019) · Digital Twin Driven Smart Manufacturing · doi:10.1016/b978-0-12-817630-6.00003-5 · Cited by 45

Digital Twin: An Investigation of the Characteristics, Visions, Challenges, and Opportunities

El-Douh, A. A.-R., & Abdel-aziem, A. H. (2023) · International journal of advances in applied computational intelligence. · doi:10.54216/ijaaci.040105 · Cited by 1

Digital Twin

Kaur, J., Bhambri, P., & Rani, S. (2024) · CRC Press eBooks · doi:10.1201/9781003395416-6 · Cited by 5