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

Combating Counterfeit Products in Smart Cities with Digital Twin Technology

Saad, M., Khan, M., Saeed, M., Saddik, A. E., & Gueaieb, W. (2023) · IEEE International Smart Cities Conference (ISC2) · doi:10.1109/isc257844.2023.10293496 · Cited by 5

A Multi-Objective Flexible Job Shop Intelligent Scheduling System Based on Soft Dueling Double Deep Q-Networks

Chang, J., Yu, D. I., Zhang, L., & He, W. (2023) · Chinese Control and Decision Conference (CCDC) · doi:10.1109/ccdc58219.2023.10326487 · Cited by 5

Framework for synergetic integration of heterogenous Digital Twins in Manufacturing Systems

Glatt, M. F., Kölsch, P., Wagner, M., Mertes, J., & Aurich, J. C. (2023) · Procedia CIRP · doi:10.1016/j.procir.2023.09.078 · Cited by 5

Analysis of intelligent and connected vehicles driving system modeling

Zhang, H., Zheng, Z., Yu, H., Yang, G., & Yuan, S. (2024) · Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering · doi:10.1177/09544070241228643 · Cited by 5

Digital Twins in Architecture

Horvath, A.-S., & Pouliou, P. (2024) · CRC Press eBooks · doi:10.1201/9781003425724-46 · Cited by 7

Digital Twins and 5G: Unlocking the Potential in the Energy Sector

Maksimović, M., Jokić, S., & Boskovic, M. C. (2024) · International Symposium INFOTEH-JAHORINA (INFOTEH) · doi:10.1109/infoteh60418.2024.10495937 · Cited by 5

Blockchain-Based Smart Monitoring Framework for Defense Industry

Alqahtani, A., Alsubai, S., Alanazi, A., & Bhatia, M. (2024) · IEEE Access · doi:10.1109/access.2024.3421573 · Cited by 5

DIGITAL TWINS IN MANAGEMENT: INDUSTRY SPECIFICS AND PRACTICAL ASPECTS OF CREATION

Stolyarov, A. D., Gordeev, V. V., & Abramov, V. I. (2024) · Современные наукоемкие технологии (Modern High Technologies) · doi:10.17513/snt.40084 · Cited by 5

Application of digital twin for industrial process control: A case study of gauge-looper-tension optimized control in strip hot rolling

Sun, J., Chen, S., Ding, C.-Y., Peng, W. J., & Zhang, D. (2024) · Digital Twin · doi:10.12688/digitaltwin.17971.1 · Cited by 5

Digital twin technology in smart agriculture: Enhancing productivity and sustainability

Gnanamalar, R. H., & Ayyasamy, R. K. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-28884-5.00015-4 · Cited by 5

Simulation of High-Voltage Cable Sheath Current with a Panoramic Digital Tunnel Model

Pan, Z., Guo, W., Men, Y., Cai, J., Huachun, L., Xiao, L., Xu, S. B., Wang, Y., & Li, Y. (2024) · Electronics · doi:10.3390/electronics13244884 · Cited by 5

Dynamic Reduction-Based Virtual Models for Digital Twins—A Comparative Study

Maulik, S., Riordan, D., & Walsh, J. L. (2022) · Applied Sciences · doi:10.3390/app12147154 · Cited by 5

A Probabilistic Model Checking (PMC) Approach to Solve Security Issues in Digital Twin (DT)

Shaikh, E., Mohammad, N., Al-Ali, A. R., & Muhammad, S. (2023) · International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT) · doi:10.1109/idciot56793.2023.10053389 · Cited by 5

A faster path to sustainability: the use of Digital Twins

Maksimović, M. (2023) · International Symposium INFOTEH-JAHORINA (INFOTEH) · doi:10.1109/infoteh57020.2023.10094074 · Cited by 5

Development of a Digital Twin of Reservoir Filling by Gas Mixture Component

Shypul, O., Garin, V., Tkachenko, D., Zaklinskyy, S., Tryfonov, O., & Plankovskyy, S. I. (2023) · Lecture notes in networks and systems · doi:10.1007/978-3-031-30251-0_7 · Cited by 5

Design and research of automated warehouse simulation platform based on virtual visualization framework

Di, H. (2024) · PeerJ Computer Science · doi:10.7717/peerj-cs.1809 · Cited by 5

Cellular automata modeling of rockfill dam failure caused by overtopping or any other extreme throughflow

Tejada, I. G., Monteiro-Alves, R., Moya, R. M., & Toledo, M. Á. (2021) · Engineering Structures · doi:10.1016/j.engstruct.2021.112933 · Cited by 5

Towards Digital Twin in the Context of Power Wheelchairs Provision and Support

Lagartinho-Oliveira, C., Moutinho, F., & Gomes, L. (2022) · IFIP advances in information and communication technology · doi:10.1007/978-3-031-07520-9_9 · Cited by 5

WITHDRAWN: Implementation of Reliability Centered Maintenance (RCM) in the background of industry 4.0 –Issues, Challenges, and OpportunitiesPreprint

Ur, R. K., Mian, Z., & Yasir, A. (2023) · Research Square · doi:10.21203/rs.3.rs-3053231/v1 · Cited by 6

Integration of digital twin, blockchain, artificial intelligence in an IoT Metaverse environment for mitigation and assessment of cascading failure events in smart grids: Recent advancement and future research challengesPreprint

Fida, K., Abbasi, U., Adnan, M., Iqbal, S., Ishaq, I., & Gasim, S. E. (2025) · doi:10.31224/4397 · Cited by 5

VRU Safety at Road Intersections: An Ontology-Driven Digital Twin

Martínez, V. M. G., Mussi, S. S., Ribeiro, M. R. N., Campelo, D. R. D. S., & Carvalho, T. C. M. D. B. (2025) · IEEE Access · doi:10.1109/access.2025.3595998 · Cited by 4

Structural Digital twin-based framework for real-time Health Monitoring

Dubey, A. R., Yousuf, M., Saravanan, T. J., & Dash, S. R. (2025) · IEEE International Conference on Emerging Technologies and Applications (MPSec ICETA) · doi:10.1109/mpseciceta64837.2025.11118487 · Cited by 4

Digital Twin Based Definition (DTBD) Modeling Technology for Product Life Cycle Management and Optimization

Che, Z., Peng, C., & Zhang, Z. (2023) · Lecture notes in mechanical engineering · doi:10.1007/978-3-031-17629-6_60 · Cited by 4

Design and Implementation of a Digital Twin Testbed for Smart Warehouse Operations

Aouani, S., Daldoul, D., Sboui, L., & Chaabane, A. (2023) · IEEE International Conference on Signal, Control and Communication (SCC) · doi:10.1109/scc59637.2023.10527573 · Cited by 4

Digital Twin Monitoring of Classes and Students

Leotlela, B., & Coetzee, M. (2024) · IST-Africa Conference (IST-Africa) · doi:10.23919/ist-africa63983.2024.10569389 · Cited by 4

Multigranularity Batch Sequential Design Method for Component-Level Satellite Design Optimization

Xie, S., Li, Z., Dong, Y., & Chen, P. (2024) · IEEE Transactions on Aerospace and Electronic Systems · doi:10.1109/taes.2024.3433325 · Cited by 4

Digital twin system for automated container terminal and a case study*

Bao, X., Jia, F., Zhong, J., Zhang, L., Liu, C., Chen, L., & Zheng, Y. (2024) · IEEE International Conference on Automation Science and Engineering (CASE) · doi:10.1109/case59546.2024.10711351 · Cited by 4

Towards Linked Data for Ecosystems of Digital Twins

Burattini, S., Zimmermann, A., Picone, M., & Ricci, A. (2024) · ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS) · doi:10.1145/3652620.3688245 · Cited by 4

Industrialization of PEM electrolyzer production: Development of a digital image as a tool for energy system planning

Mandry, N., Speckmann, F.-W., & Birke, K. P. (2024) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2024.11.196 · Cited by 4

Digital twin for the formal analysis of a depth of anesthesia controller

Abdelsalam, M., Bensalem, S., Delacourt, A., He, W., Katsaros, P., Kekatos, N., Ruiz, R., Peled, D., Ponchant, M., Ryad, I., et al. (2025) · SIMULATION · doi:10.1177/00375497241311617 · Cited by 4

AI-Enabled Digital Twins: Soft Computing Methods for Industrial Data Mining

Kunelbayev, M., Amirkhanov, B., Zauranbek, M., Abdulkhamit, N., Адилжанова, С., & Nurgazy, T. (2024) · International Conference on Intelligent Computing and Next Generation Networks (ICNGN) · doi:10.1109/icngn63705.2024.10871831 · Cited by 4

Application of Digital Twin technology in high-precision assembly: structural accuracy analysis and rework optimization for large-scale equipment

Yan, J., Ding, H., & Liang, H. (2025) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-025-15465-3 · Cited by 4

Maintenance decision methodology integrating twin data with reinforcement learning

Liu, S., Dai, W., Lv, S., Yuan, C., & Sun, Y. (2025) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-025-15850-y · Cited by 4

Consumer-controlled digital twin architecture: How blockchain technology gives consumers control over their smart devices’ digital twins and data

Pinto, F. S., da Silva, C. F., Moro, S., & Aquino, P. (2025) · Blockchain Research and Applications · doi:10.1016/j.bcra.2025.100342 · Cited by 4

Enhancing Healthcare with Digital Twins: A Comparative Approach Using AI and AI-Enhanced Digital Twins

Mcheick, H., Achouh, P., & Msheik, B. (2025) · Procedia Computer Science · doi:10.1016/j.procs.2025.07.194 · Cited by 4

An early warning method for oil temperature in offshore wind power gearbox based on TCN-LSTM-ECA

Peng, S., Wan, A., AL-Bukhaiti, K., Ji, Y., & Ma, S. (2025) · Wind Engineering · doi:10.1177/0309524x251371546 · Cited by 4

Transforming B2B platforms through interconnected digital twins: Enhancing situation awareness for decision-making

Schink, A., Gutmann, T., & Brenk, S. (2025) · Technovation · doi:10.1016/j.technovation.2025.103368 · Cited by 4

Data-driven digital twin-based smart tunnel maintenance system

Khan, M. S. (2025) · Intelligent geoengineering. · doi:10.1016/j.ige.2025.09.002 · Cited by 4

Leveraging Virtual Commissioning for Digital Twins: An example case

Tanegue, H. B. D., Ferreira, W. D. P., de Assis, R. F., & Brodeur, D. (2025) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2025.09.103 · Cited by 4

Hypermedia-based digital twin ecosystems: A proposal for digital twin interoperability

Giulianelli, A., Burattini, S., Ciortea, A., & Ricci, A. (2025) · Future Generation Computer Systems · doi:10.1016/j.future.2025.108219 · Cited by 4

Semantic drift evaluation in language and data-specific digital twin frameworks

Abbasi, F., Pruski, C., & Sottet, J.-S. (2025) · Future Generation Computer Systems · doi:10.1016/j.future.2025.108240 · Cited by 4

Generative AI-Powered Digital Twins in Aviation: A Framework for Intelligent Simulation and Decision Making

Dubey, A. (2025) · IEEE International Symposium on Emerging Metaverse (ISEMV) · doi:10.1109/isemv67326.2025.00034 · Cited by 4

A digital twin-based approach for dynamic traffic-aware routing and charging of electric vehicles

Xie, Y., Li, S., Lu, L., Pan, Y., & Fumiya Iida, A. (2026) · Expert Systems with Applications · doi:10.1016/j.eswa.2026.131380 · Cited by 4

Computational fluid dynamics and digital twins for wind turbines: A review

Cockcroft, R., & Thornber, B. (2026) · Applied Energy · doi:10.1016/j.apenergy.2026.127890 · Cited by 4

Digital twins for energy management: bridging virtual intelligence and physical systems

Valizadeh, M., Shafie‐khah, M., Pishkar, I., Kia, R., & Mahoor, P. (2026) · Applied Energy · doi:10.1016/j.apenergy.2026.128050 · Cited by 4

Bridging Model-Based Systems Engineering, Digital Twins, and Cyber-Physical Manufacturing Systems: A Foundational Framework for Operational Excellence

Sprock, O. S. (2026) · International Multidisciplinary Journal of Emerging Technologies and Applications · doi:10.67294/w1jdxb80 · Cited by 4

Digital Twin and Its Applications

Wani, K. P., Khedekar, N., Vishwarupe, V., & Pushyanth, N. (2023) · BENTHAM SCIENCE PUBLISHERS eBooks · doi:10.2174/9789815136449123010010 · Cited by 4

Data Acquisition System for Developing Digital Twin Solutions: A Practical Guide

Răileanu, S., Borangiu, T., Lențoiu, I., Anton, F. D., & Negoiţă, R. F. (2024) · Studies in computational intelligence · doi:10.1007/978-3-031-53445-4_4 · Cited by 4

Digital Twin-driven Dynamic Scheduling Cloud Platform for Disassembly Workshop

Jiao, J., Yuan, G., Liu, X., Tian, G., & Pham, D. T. (2024) · Lecture notes in mechanical engineering · doi:10.1007/978-3-031-52649-7_21 · Cited by 4

Expert Perspectives on Future 6G-Enabled Hospital Metaverse

Wang, F. F., Jurva, R., Ahokangas, P., Yrjölä, S., & Matinmikko‐Blue, M. (2024) · Communications in computer and information science · doi:10.1007/978-3-031-59080-1_1 · Cited by 4

Shape-performance coupled digital twin based on heterogeneous data from multiple sources: a scissor lift platform example

Lu, H., Gao, Z., Sun, Y., Gao, C., Xu, Z., Pan, Y., & Liu, L. (2024) · Engineering With Computers · doi:10.1007/s00366-024-02035-6 · Cited by 4

Engineering Interoperable Ecosystems of Digital Twins: A Web-based Approach

Giulianelli, A., Burattini, S., Ciortea, A., & Ricci, A. (2024) · ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS) · doi:10.1145/3652620.3688263 · Cited by 4

Building Trustworthy Twin-Based Systems With Self-Sovereign Identities

Kääriäinen, T. P., & Kortesniemi, Y. (2024) · IEEE Access · doi:10.1109/access.2024.3507924 · Cited by 4

Digital Twins in Drug Discovery: A Paradigm Shift Shaping Pharmaceutical Innovation

Iswariya, V. T., Asireddy, S. R., Vallarapu, N. K., Madhira, J., & Rao, T. R. (2024) · International Journal of Pharmaceutical Sciences and Nanotechnology · doi:10.37285/ijpsn.2024.17.5.9 · Cited by 4

Factors Affecting the Implementation of the Digital Twins in the Construction Industry: An Interpretive Structural Modelling Analysis

Jing, K. T., Wang, J., Esa, M. B., & Sun, H. (2024) · Journal of Advanced Research in Applied Sciences and Engineering Technology · doi:10.37934/araset.53.2.263282 · Cited by 4

Internet of Things-Based Human Movement Monitoring System: Prospect for Conceptual Digital Twin

Parween, G., Al‐Anbuky, A., Mawston, G. A., & Lowe, A. (2025) · Journal of Engineering and Science in Medical Diagnostics and Therapy · doi:10.1115/1.4067947 · Cited by 4

A Consistency Evaluation Method for Digital Twins in Manufacturing

Sun, L., Jiao, Z., Wang, S., Jiang, F., & Li, X. (2025) · IEEE Access · doi:10.1109/access.2025.3579507 · Cited by 4

The ethical metaverse: quality, tokens, and social responsibility in blockchain environments

Giacalone, M., Santarcangelo, V., Massa, E., Crisafulli, S. G., & Piscopo, G. (2025) · Quality & Quantity · doi:10.1007/s11135-025-02262-z · Cited by 5

Dynamic generation method for structural components to achieve digital twin displays of building construction progress

Xue, J., Xun, X., Wang, H., & Luo, Q. (2025) · Automation in Construction · doi:10.1016/j.autcon.2025.106406 · Cited by 4

Introduction to digital twin, automation and real-time centers

Khosravanian, R., & Aadnøy, B. S. (2021) · Elsevier eBooks · doi:10.1016/b978-0-323-90231-1.00006-6 · Cited by 4

Development of Automated Virtual CNC Router for Application in a Remote Mechatronics Laboratory

Martinez, M. A. G., Sanchez, I. Y., & Martell, F. (2021) · International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) · doi:10.1109/iceccme52200.2021.9590986 · Cited by 4

A Digital Twin-Enabled Cyber-Physical System Approach for Mixed Packaging

Nikolakis, N., Siaterlis, G., Bampoula, X., Papadopoulos, I., Tsoukaladelis, T., & Alexopoulos, K. (2022) · Advances in transdisciplinary engineering · doi:10.3233/atde220167 · Cited by 4

Digital Twinning for condition monitoring of Marine Propulsion Assets

Rogers, D. R., & Ebrahimi, M. K. (2022) · UKACC International Conference on Control · doi:10.1109/control55989.2022.9781457 · Cited by 4

Towards the Implementation of a Digital Twin for Induction Motors

Adamou, A. A., & Alaoui, C. (2022) · Lecture notes in networks and systems · doi:10.1007/978-3-031-01942-5_51 · Cited by 4

Digital Twin applications using the SIMULTAN data model and Python

Bühler, M., Steiner, B., & Bednar, T. (2022) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/1101/8/082015 · Cited by 4

Informing Value: industry analysis for complex process facility digital twins

McNair, R. (2022) · Muma Business Review · doi:10.28945/4937 · Cited by 4

Fast prediction of turbine energy acquisition capacity under combined action of wave and current based on digital twin method

Cao, Y. G., Tang, X., Zhang, T., Chu, W., & Bai, Y. (2023) · Ships and Offshore Structures · doi:10.1080/17445302.2023.2175962 · Cited by 4

Digital—Twin for an Innovative Waterfront Management Strategy. Pilot Project DSH2030

Pacifico, M. G., Pinto, M. R., & Novellino, A. (2023) · The urban book series · doi:10.1007/978-3-031-29515-7_20 · Cited by 4

A Graph-Based Model Reduction Method for Digital Twins

Chakraborti, A., Vainio, H., Koskinen, K. T., & Lammi, J. (2023) · Machines · doi:10.3390/machines11070733 · Cited by 4

Investigating Human Factors Integration into DT-Based Joint Production and Maintenance Scheduling

Franciosi, C., Miranda, S., Veneroso, C. R., & Riemma, S. (2023) · IFIP advances in information and communication technology · doi:10.1007/978-3-031-43662-8_45 · Cited by 4

A Smart Manufacturing Cell with Distributed Intelligence

Muniraj, S. P., Apas-Cree, C., Radford, J. R., Polzer, J., & Xu, X. W. (2021) · Procedia CIRP · doi:10.1016/j.procir.2021.11.323 · Cited by 4

Substation Digital Twin Framework Design and Key Technology Research

Guo, J., Xie, J., Mi, S., Su, D., Wang, T., Yang, Y., & Wang, S. (2022) · IEEE China International Youth Conference on Electrical Engineering (CIYCEE) · doi:10.1109/ciycee55749.2022.9958999 · Cited by 4

Digital twin in manufacturing. Part I. State of the art, architecture and applications

Grzesik, W. (2023) · Mechanik · doi:10.17814/mechanik.2023.1.1 · Cited by 4

Exploring the Concept of Cognitive Digital Twins from Model-Based Systems Engineering PerspectivePreprint

Lu, J., Yang, Z., Zheng, X., Wang, J., & Kiritsis, D. (2022) · Research Square · doi:10.21203/rs.3.rs-1431416/v1 · Cited by 4

A Comprehensive Survey on 100% Renewable Energy Transition Roadmap for Global Decarbonization: A Story Told So FarPreprint

Fida, K., Abbasi, U., Adnan, M., Iqbal, M. S., Zahid, H., & Mohamed, S. E. G. (2024) · doi:10.31224/4069 · Cited by 4

Automatic detection method of abnormal vibration of engineering electric drive construction machinery

Yuan, J. L., Liu, H., & Zhang, Y. (2023) · Electronic Research Archive · doi:10.3934/era.2023320 · Cited by 3

Digital twinning for ports : from characterization to operations’ modelling

Klar, R. (2024) · Linköping studies in science and technology. Thesis · doi:10.3384/9789180755726 · Cited by 3

Educational Programs for Training Digital Economy Personnel

Proletarsky, A. V., Булдакова, Т. И., & Lantsberg, A. V. (2024) · Studies in systems, decision and control · doi:10.1007/978-3-031-67911-7_8 · Cited by 3

Online-Quality Assurance Using Operational-Parallel Real-Time Simulation

Chen, S., Watter, P., Klingel, L., Lechler, A., & Verl, A. W. (2025) · IEEE International Conference on Mechanical and Intelligent Manufacturing Technologies (ICMIMT) · doi:10.1109/icmimt65123.2025.11092291 · Cited by 3

A Cognitive Digital Twin for Industry 5.0 Based on a Large Language Model Agent

Lou, S., Tan, R., Zhou, M., & Lv, C. (2025) · IEEE International Conference on Human-Machine Systems (ICHMS) · doi:10.1109/ichms65439.2025.11154278 · Cited by 3

Ethical Challenges of Digital Twins in Medicine - Normative Guideline for Glaucoma Management

Iliuţă, M.-E., Trentesaux, D., Moisescu, M. A., & Mitulescu, T.-C. (2025) · International Conference on System Theory, Control and Computing (ICSTCC) · doi:10.1109/icstcc66753.2025.11240415 · Cited by 3

Localising digital manufacturing in Sub-Saharan Africa: challenges and strategic pathways for industrial competitiveness

Mezgebe, T. T., Gebreslassie, M. G., & Mittal, V. (2025) · Discover Applied Sciences · doi:10.1007/s42452-025-07972-5 · Cited by 3

Decentralized intelligence in SBs: Federated LSTM-powered digital twins for sustainability

Rajaram, P., & Swathika, O. V. G. (2025) · Frontiers in Built Environment · doi:10.3389/fbuil.2025.1696702 · Cited by 3

Cognitive collaboration: A design methodology for future-oriented intelligent industrial systems

Jiang, H., You, J., Chen, Z., Ming, X., & Sun, P. Z. H. (2026) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2026.101071 · Cited by 3

Recent advancements in blockchain-enabled Digital Twins for sustainable energy systems in urban development: A review

Mohammadi, F., Montazeri, S. H., Ayatollahi, F. S., Emamian, M., Danaeifar, S., Arani, Z. D., Javid, H. R. P., MotieShirazi, F., Tayebli, R., Mohammadisharmeh, S., et al. (2026) · Sustainable Cities and Society · doi:10.1016/j.scs.2026.107179 · Cited by 3

Developing the systemic digital twin of an industrial enterprise with Σ

Krob, D., & Rauzy, A. B. (2026) · Digital Twin · doi:10.1080/27525783.2026.2618303 · Cited by 3

A comprehensive review of fusion-based methods applied to photovoltaic fault diagnosis

Lu, W.-Q., Delpha, C., Diallo, D., & Migan‐Dubois, A. (2026) · Solar Energy · doi:10.1016/j.solener.2026.114457 · Cited by 3

Digital Twins in Europe: Driving Sustainable Innovation and Sovereignty

Ramos, V. A., García, G. A., Romero, I. G., Requeni, C. M., Gusmeroli, S., Bante, I., Sierra, J. R., Nikolakis, N., Koeva, M., Kovacs, K., et al. (2026) · Springer eBooks · doi:10.1007/978-3-032-10561-5_4 · Cited by 3

Enhancing Flexible Healthcare Management Through the Adoption of Digital Twin Technology: An Integrated UTAUT2-TOE Framework with SEM-ANN Analysis

Hossain, I., Belal, H. M., Ratul, S. H., & Rahman, M. A. (2026) · Global Journal of Flexible Systems Management · doi:10.1007/s40171-026-00491-1 · Cited by 3

Medical Digital Twin Technology for Interoperability: Challenges and Opportunities

Alang, T. A. I. T., Lee, Y. Y., Tan, T. X., & Mokhtar, A. M. (2026) · Biomedical Engineering and Computational Biology · doi:10.1177/11795972261431928 · Cited by 3

Digital Twin and IoT Integration for Predictive Maintenance in Civil and Structural Engineering

Leong, W. Y. (2026) · IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE) · doi:10.3390/engproc2026134019 · Cited by 3

Challenges and opportunities in warehouse management in the context of Industry 5.0

Kumar, R. J., Kumar, I. A., Ronald Aseer, J., & Bahubalendruni, M. V. A. R. (2026) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2026.101120 · Cited by 3

Real-time penetration-state prediction in laser welding: A digital-twin architecture with Gaussian process driven Markov modeling

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