Product lifecycle management: the new paradigm for enterprises
Abstract
Product Lifecycle Management (PLM) is a developing paradigm. One way to develop an understanding of PLM's characteristic and boundaries is to propose models that help us conceptualise both holistic and component views in compact packages. Models can give us both a rich way of thinking about overall concepts and can identify areas where we need to explore issues that such models raise. In this paper, the author proposes and discusses two such related models, the Product Lifecycle Management Model (PLM Model) and the Mirrored Spaces Model (MSM) and investigates the conceptual and technical issues raised by these models.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In 2002, Michael Grieves introduced a three-component model related to Product Lifecycle Management for manufacturing, initially called the Mirrored Spaces Model.
“In 2002, Michael Grieves, a professor at the University of Michigan, provided a conceptual description by introducing a three-component model related to Product Lifecycle Management (PLM) systems for manufacturing and was initially referred to as the”
From Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0 (2025) · cites this paper as [12]
Cites
A Mathematical Theory of Communication
Shannon, C. E. (1948) · Bell System Technical Journal · doi:10.1002/j.1538-7305.1948.tb01338.x · Cited by 88,486 · see citing works
A Mathematical Theory of Communication
Shannon, C. E. (1948) · Bell System Technical Journal · doi:10.1002/j.1538-7305.1948.tb00917.x · Cited by 49,574 · see citing works
Lakoff, G. P., & Johnson, M. L. (2003) · University of Chicago Press eBooks · doi:10.7208/chicago/9780226470993.001.0001 · Cited by 25,252 · see citing works
(1984) · Cited by 21,166 · see citing works
The Interpretation of Cultures
Dadze-Arthur, A. (2017) · Macat Library eBooks · doi:10.4324/9781912128310 · Cited by 16,500 · see citing works
The Mathematical Theory of Communication
Shannon, C. E., Weaver, W., & Wiener, N. (1950) · Physics Today · doi:10.1063/1.3067010 · Cited by 9,875 · see citing works
Philosophy in the flesh: the embodied mind and its challenge to Western thought
VEREZA, S. C. (1999) · Choice Reviews Online · doi:10.5860/choice.37-0239 · Cited by 9,867 · see citing works
Pandora's Hope: Essays on the Reality of Science Studies
Casper, M. J., & Latour, B. (2000) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2655272 · Cited by 5,021 · see citing works
Theory Construction as Disciplined Imagination
Weick, K. E. (1989) · Academy of Management Review · doi:10.5465/amr.1989.4308376 · Cited by 1,601 · see citing works
That's Interesting!: Towards a Phenomenology of Sociology and a Sociology of Phenomenology
Davis, M. S. (1971) · Philosophy of the Social Sciences · doi:10.1177/004839317100100211 · Cited by 1,219 · see citing works
Generative metaphor: A perspective on problem-setting in social policy
Schön, D. A. (1993) · Cambridge University Press eBooks · doi:10.1017/cbo9781139173865.011 · Cited by 1,151 · see citing works
Beyond the productivity paradox
Brynjolfsson, E., & Hitt, L. M. (1998) · Communications of the ACM · doi:10.1145/280324.280332 · Cited by 1,007 · see citing works
RFID Systems and Security and Privacy Implications
Sarma, S. E., Weis, S. A., & Engels, D. W. (2003) · Lecture notes in computer science · doi:10.1007/3-540-36400-5_33 · Cited by 548 · see citing works
A product information modeling framework for product lifecycle management
Sudarsan, R., Fenves, S. J., Sriram, R. D., & Wang, F. (2005) · Computer-Aided Design · doi:10.1016/j.cad.2005.02.010 · Cited by 505 · see citing works
Technology Integration: Making Critical Choices in a Dynamic World
Iansiti, M. (1997) · Medical Entomology and Zoology · Cited by 309 · see citing works
Imagining: A Phenomenological Study.
Rabb, J. D., & Casey, E. S. (1978) · Philosophy and Phenomenological Research · doi:10.2307/2107014 · Cited by 202 · see citing works
Six IT decisions your IT people shouldn't make.
Ross, J. W., & Weill, P. (2002) · PubMed · Cited by 200 · see citing works
Telecosm: how infinite bandwidth will revolutionize our world,
(2001) · The Journal of Academic Librarianship · doi:10.1016/s0099-1333(01)00275-0 · Cited by 193 · see citing works
Ragowsky, A., Stern, M., & Adams, D. A. (2000) · Journal of Management Information Systems · doi:10.1080/07421222.2000.11518270 · Cited by 67 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex Systems
Grieves, M., & Vickers, J. (2017) · Transdisciplinary Perspectives on Complex Systems · doi:10.1007/978-3-319-38756-7_4 · Cited by 3,727 · see citing works
Self-citationDigital twin: origin to future
Singh, M., Fuenmayor, E., Hinchy, E., Qiao, Y., Murray, N., & Devine, D. (2021) · Applied System Innovation · doi:10.3390/asi4020036 · Cited by 1,038 · see citing works
Digital twins for health: a scoping review
Katsoulakis, E., Wang, Q., Wu, H., Shahriyari, L., Fletcher, R., Liu, J., Achenie, L. E. K., Liu, H., Jackson, P., Xiao, Y., et al. (2024) · npj Digital Medicine · doi:10.1038/s41746-024-01073-0 · Cited by 848 · see citing works
Digital twins in smart farming
Verdouw, C. N., Teki̇nerdoğan, B., Beulens, A., & Wolfert, J. (2021) · Agricultural Systems · doi:10.1016/j.agsy.2020.103046 · Cited by 807 · see citing works
Zhuang, C., Liu, J., & Xiong, H. (2018) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-018-1617-6 · Cited by 700 · see citing works
Digital Twins: From Personalised Medicine to Precision Public Health
Kamel Boulos, M. N., & Zhang, P. (2021) · Journal of Personalized Medicine · doi:10.3390/jpm11080745 · Cited by 530 · see citing works
Yu, W., Patros, P., Young, B., Klinac, E., & Walmsley, T. (2022) · Renewable & Sustainable Energy Reviews · doi:10.1016/j.rser.2022.112407 · Cited by 361 · see citing works
UAV Swarm Intelligence: Recent Advances and Future Trends
Zhou, Y., Rao, B., & Wang, W. (2020) · IEEE Access · doi:10.1109/access.2020.3028865 · Cited by 373 · see citing works
Virtually Intelligent Product Systems: Digital and Physical Twins
Grieves, M. W. (2019) · Complex Systems Engineering: Theory and Practice · doi:10.2514/5.9781624105654.0175.0200 · Cited by 356 · see citing works
Self-citationTechnologies for digital twin applications in construction
Tuhaise, V. V., Tah, J., & Abanda, F. (2023) · Automation in Construction · doi:10.1016/j.autcon.2023.104931 · Cited by 301 · see citing works
Digital twin modeling method based on biomimicry for machining aerospace components
Liu, S., Bao, J., Lu, Y., Li, J., Lu, S., & Sun, X. (2020) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2020.04.014 · Cited by 310 · see citing works
Jiang, H., Qin, S., Fu, J., Zhang, J., & Ding, G. (2020) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2020.05.012 · Cited by 286 · see citing works
Delgado, J. M. D., & Oyedele, L. O. (2021) · Advanced Engineering Informatics · doi:10.1016/j.aei.2021.101332 · Cited by 272 · see citing works
Pregnolato, M., Gunner, S., Voyagaki, E., De Risi, R., Carhart, N., Gavriel, G., Tully, P., Tryfonas, T., Macdonald, J., & Taylor, C. (2022) · Automation in Construction · doi:10.1016/j.autcon.2022.104421 · Cited by 253 · see citing works
Is Human Digital Twin possible?
Shengli, W. (2021) · Computer Methods and Programs in Biomedicine Update · doi:10.1016/j.cmpbup.2021.100014 · Cited by 233 · see citing works
Systematic review of digital twin technology and applications
Yao, J.-F., Yang, Y., Wang, X.-C., & Zhang, X.-P. (2023) · Visual Computing for Industry, Biomedicine, and Art · doi:10.1186/s42492-023-00137-4 · Cited by 201 · see citing works
Cui, Q., You, X., Ni, W., Nan, G., Zhang, X., Zhang, J., Lyu, X., Ai, M., Tao, X., Feng, Z., et al. (2025) · Science China Information Sciences · doi:10.1007/s11432-024-4337-1 · Cited by 244 · see citing works
Digital Twins: Past, Present, and Future
Grieves, M. W. (2023) · The Digital Twin · doi:10.1007/978-3-031-21343-4_4 · Cited by 209 · see citing works
Self-citationDigital Twins for Wastewater Treatment: A Technical Review
Wang, A., Li, H., He, Z., Tao, Y., Wang, H., Yang, M., Savic, D. A., Daigger, G. T., & Ren, N.-Q. (2024) · Engineering · doi:10.1016/j.eng.2024.04.012 · Cited by 191 · see citing works
Towards electric digital twin grid: Technology and framework review
Sifat, M. M. H., Choudhury, S. M., Das, S. K., Ahamed, M. H., Muyeen, S. M., Hasan, M. M., Ali, M. F., Tasneem, Z., Islam, M. M., Islam, M. R., et al. (2022) · Energy and AI · doi:10.1016/j.egyai.2022.100213 · Cited by 189 · see citing works
The Development of Digital Twin Technology Review
Wu, J., Yang, Y., Cheng, X., Zuo, H., & Cheng, Z. (2020) · ACM Cloud and Autonomic Computing Conference · doi:10.1109/cac51589.2020.9327756 · Cited by 114 · see citing works
Digital twin aided adversarial transfer learning method for domain adaptation fault diagnosis
Wang, J., Zhang, Z., Liu, Z., Han, B., Bao, H., & Ji, S. (2023) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2023.109152 · Cited by 173 · see citing works
Stark, R., & Damerau, T. (2021) · Digital Twin Technology · doi:10.1007/978-3-642-35950-7_16870-1 · Cited by 132 · see citing works
Domenico, M. D., Allegri, L., Caldarelli, G., d’Andrea, V., Camillo, B. D., Rocha, L. M., Rozum, J. C., Sbarbati, R., & Zambelli, F. (2025) · npj Digital Medicine · doi:10.1038/s41746-024-01402-3 · Cited by 184 · see citing works
Digital Twins: The New Frontier for Personalized Medicine?
Cellina, M. I., Cè, M., Alì, M., Irmici, G., Ibba, S., Caloro, E., Fazzini, D., Oliva, G., & Papa, S. (2023) · Applied Sciences · doi:10.3390/app13137940 · Cited by 178 · see citing works
Yu, D., & He, Z. (2022) · Natural Hazards · doi:10.1007/s11069-021-05190-x · Cited by 163 · see citing works
A Feature-Based Framework for Structuring Industrial Digital Twins
Autiosalo, J., Vepsäläinen, J., Viitala, R., & Tammi, K. (2019) · IEEE Access · doi:10.1109/access.2019.2950507 · Cited by 151 · see citing works
A review of digital twin applications in construction
Madubuike, O. C., Anumba, C. J., & Khallaf, R. (2022) · Journal of Information Technology in Construction · doi:10.36680/j.itcon.2022.008 · Cited by 147 · see citing works
“Michael Grieves coined the first DT definition as an information mirroring model in his product lifecycle management course (Grieves, 2005).”
BackgroundA survey of Digital Twin techniques in smart manufacturing and management of energy applications
Wang, Y., Kang, X., & Chen, Z. (2022) · Green Energy and Intelligent Transportation · doi:10.1016/j.geits.2022.100014 · Cited by 147 · see citing works
Industry application of digital twin: from concept to implementation
Fang, X., Wang, H., Liu, G., Tian, X., Ding, G., & Zhang, H. (2022) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-022-09632-z · Cited by 131 · see citing works
The Digital Twin Concept in Industry – A Review and Systematization
Sjarov, M., Lechler, T., Fuchs, J., Brossog, M., Selmaier, A., Faltus, F., Donhauser, T., & Franke, J. (2020) · IEEE International Conference on Emerging Technologies and Factory Automation · doi:10.1109/etfa46521.2020.9212089 · Cited by 90 · see citing works
The role of complexity for digital twins of cities
Caldarelli, G., Arcaute, E., Barthélemy, M., Batty, M., Gershenson, C., Helbing, D., Mancuso, S., Moreno, Y., Ramasco, J. J., Rozenblat, C., et al. (2023) · Nature Computational Science · doi:10.1038/s43588-023-00431-4 · Cited by 129 · see citing works
Acerbi, F., Sassanelli, C., Terzi, S., & Taisch, M. (2021) · Sustainability · doi:10.3390/su13042047 · Cited by 126 · see citing works
Digital Twins in the Construction Industry: A Perspective of Practitioners and Building Authority
Ammar, A., Nassereddine, H., AbdulBaky, N., AbouKansour, A., Tannoury, J., Urban, H., & Schranz, C. (2022) · Frontiers in Built Environment · doi:10.3389/fbuil.2022.834671 · Cited by 126 · see citing works
Comprehensive analysis of digital twins in smart cities: a 4200-paper bibliometric study
El-Agamy, R., Sayed, H. A., al Akhatatneh, A. M., Aljohani, M. K. A., & Elhosseini, M. A. (2024) · Artificial Intelligence Review · doi:10.1007/s10462-024-10781-8 · Cited by 125 · see citing works
Metaverse for Cultural Heritages
Xiao, Z., Yang, D., Yow, C. H., Huang, L., Wu, X., Huang, X., Guo, J., Zhou, S., & Cai, Y. (2022) · Electronics · doi:10.3390/electronics11223730 · Cited by 124 · see citing works
Digital twins for information-sharing in remanufacturing supply chain: A review
Chen, Z., & Huang, L. (2020) · Energy · doi:10.1016/j.energy.2020.119712 · Cited by 126 · see citing works
Digital twin-driven smart supply chain
Wang, L., Deng, T., Shen, Z. M., Hu, H., & Qi, Y. (2022) · Frontiers of Engineering Management · doi:10.1007/s42524-021-0186-9 · Cited by 135 · see citing works
Is Digital Twin Technology Supporting Safety Management? A Bibliometric and Systematic Review
Agnusdei, G., Elia, V., & Gnoni, M. (2021) · Applied Sciences · doi:10.3390/app11062767 · Cited by 102 · see citing works
Trends in Digital Twin Framework Architectures for Smart Cities: A Case Study in Smart Mobility
Faliagka, E., Christopoulou, E., Ringas, D., Politi, C. T., Kostis, N., Leonardos, D., Tranoris, C., Antonopoulos, C., Denazis, S., & Voros, N. S. (2024) · Sensors · doi:10.3390/s24051665 · Cited by 120 · see citing works
Digital Twin for Automatic Transportation in Industry 4.0
Martínez-Gutiérrez, A., Díez-González, J., Ferrero-Guillén, R., Verde, P., Álvarez, R., & Pérez, H. (2021) · Sensors · doi:10.3390/s21103344 · Cited by 117 · see citing works
Su, S., Zhong, R. Y., Jiang, Y., Song, J., Yang, F., & Cao, H. (2023) · Advanced Engineering Informatics · doi:10.1016/j.aei.2023.102030 · Cited by 130 · see citing works
Hazrat, M. A., Hassan, N. M. S., Chowdhury, A. A., Rasul, M. G., & Taylor, B. A. (2023) · Sustainability · doi:10.3390/su152316433 · Cited by 141 · see citing works
Qu, X. D., Song, Y., Liu, D., Cui, X., & Peng, Y. (2020) · Microelectronics Reliability · doi:10.1016/j.microrel.2020.113857 · Cited by 114 · see citing works
Liljaniemi, A., & Paavilainen, H. (2020) · Open Engineering · doi:10.1515/eng-2020-0040 · Cited by 111 · see citing works
The Role of BIM in Integrating Digital Twin in Building Construction: A Literature Review
Nguyen, T. D., & Adhikari, S. (2023) · Sustainability · doi:10.3390/su151310462 · Cited by 111 · see citing works
Health Digital Twins in Life Science and Health Care Innovation
Venkatesh, K. P., Brito, G., & Boulos, M. N. K. (2023) · The Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev-pharmtox-022123-022046 · Cited by 109 · see citing works
Digital twin assisted surgery, concept, opportunities, and challenges
Asciak, L., Kyeremeh, J., Luo, X., Kazakidi, A., Connolly, P., Picard, F., O’Neill, K., Tsaftaris, S. A., Stewart, G. D., & Shu, W. (2025) · npj Digital Medicine · doi:10.1038/s41746-024-01413-0 · Cited by 108 · see citing works
Lin, Y., Chen, L., Ali, A., Nugent, C., Cleland, I., Li, R., Ding, J., & Ning, H. (2024) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-024-00691-z · Cited by 112 · see citing works
Digital Twin Technology for Bridge Maintenance using 3D Laser Scanning: A Review
Hosamo, H. H., & Hosamo, M. H. (2022) · Advances in Civil Engineering · doi:10.1155/2022/2194949 · Cited by 103 · see citing works
Enabling battery digital twins at the industrial scale
Dubarry, M., Howey, D. A., & Wu, B. (2023) · Joule · doi:10.1016/j.joule.2023.05.005 · Cited by 99 · see citing works
Digital Twins in Agriculture and Forestry: A Review
Tagarakis, A. C., Benos, L. T., Kyriakarakos, G., Pearson, S., Sørensen, C. A. G., & Bochtis, D. (2024) · Sensors · doi:10.3390/s24103117 · Cited by 108 · see citing works
Digital twins and their use in future power systems
Pálenský, P., Cvetković, M., Gusain, D., & Joseph, A. (2022) · Digital Twin · doi:10.12688/digitaltwin.17435.2 · Cited by 93 · see citing works
Shi, H., Song, Z., Bai, X., Hu, Y., Li, T., & Zhang, K. (2023) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2023.110255 · Cited by 92 · see citing works
Abdelrahman, M., Macatulad, E., Lei, B.-Y., Quintana, M., Miller, C., & Biljecki, F. (2024) · Building and Environment · doi:10.1016/j.buildenv.2025.112748 · Cited by 90 · see citing works
Micro Manufacturing Unit and the Corresponding 3D-Model for the Digital Twin
Lohtander, M., Ahonen, N., Lanz, M., Ratava, J., & Kaakkunen, J. J. J. (2018) · Procedia Manufacturing · doi:10.1016/j.promfg.2018.06.057 · Cited by 90 · see citing works
Li, J., Wang, Z., Zhang, S., Lin, Y., Jiang, L., & Tan, J. (2023) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2023.102647 · Cited by 94 · see citing works
Multi-scale evolution mechanism and knowledge construction of a digital twin mimic model
Liu, S., Lu, Y., Li, J., Song, D., Sun, X., & Bao, J. (2021) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2021.102123 · Cited by 89 · see citing works
Digital Twin for Fault Detection and Diagnosis of Building Operations: A Systematic Review
Hodavand, F., Ramaji, I. J., & Sadeghi, N. (2023) · Buildings · doi:10.3390/buildings13061426 · Cited by 93 · see citing works
Digital Twins in Agriculture: A Review of Recent Progress and Open Issues
Li, W. (2024) · Electronics · doi:10.3390/electronics13112209 · Cited by 88 · see citing works
Fatigue crack growth prediction method for offshore platform based on digital twin
Fang, X., Wang, H., Li, W., Liu, G., & Cai, B. (2021) · Ocean Engineering · doi:10.1016/j.oceaneng.2021.110320 · Cited by 87 · see citing works
Seghezzi, E., Locatelli, M., Pellegrini, L., Pattini, G., Giuda, G. M. D., Tagliabue, L. C., & Guido Boella, A. (2021) · Applied Sciences · doi:10.3390/app11073108 · Cited by 84 · see citing works
A classification proposal of digital twin applications in the safety domain
Agnusdei, G. P., Elia, V., & Gnoni, M. G. (2021) · Computers & Industrial Engineering · doi:10.1016/j.cie.2021.107137 · Cited by 87 · see citing works
Ontology-based modeling of part digital twin oriented to assembly
Bao, Q.-W., Zhao, G.-H., Yu, Y., Dai, S., & Wang, W. (2020) · Proceedings of the Institution of mechanical engineers. Part B, journal of engineering manufacture · doi:10.1177/0954405420941160 · Cited by 75 · see citing works
Chen, K., Zhu, X., Anduv, B., Jin, X., & Du, Z. (2022) · Energy · doi:10.1016/j.energy.2022.124040 · Cited by 81 · see citing works
The Use and Ethics of Digital Twins in Medicine
Iqbal, J. D., Krauthammer, M. O., & Biller‐Andorno, N. (2022) · The Journal of Law Medicine & Ethics · doi:10.1017/jme.2022.97 · Cited by 80 · see citing works
Multisource Model-Driven Digital Twin System of Robotic Assembly
Li, X., He, B., Zhou, Y., & Li, G. (2020) · IEEE Systems Journal · doi:10.1109/jsyst.2019.2958874 · Cited by 79 · see citing works
Digital Twins in Construction: Architecture, Applications, Trends and Challenges
Zhou, Y., Tang, C., Zhang, T., Zhang, Z., & Doan, D. T. (2024) · Buildings · doi:10.3390/buildings14092616 · Cited by 92 · see citing works
Ma, S., Flanigan, K. A., & Berges, M. E. (2024) · Advanced Engineering Informatics · doi:10.1016/j.aei.2024.102800 · Cited by 87 · see citing works
Dai, S. L., Zhao, G. L., Yu, Y., Zheng, P., Bao, Q., & Wang, W. (2021) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2021.102173 · Cited by 77 · see citing works
Past, present, and future research of digital twin for smart manufacturing
Son, Y. H., Kim, G.-Y., Kim, H. C., Jun, C., & Noh, S. D. (2021) · Journal of Computational Design and Engineering · doi:10.1093/jcde/qwab067 · Cited by 79 · see citing works
Digital twin intelligent transportation system (DT‐ITS)—A systematic review
Ge, C., & Qin, S. (2024) · IET Intelligent Transport Systems · doi:10.1049/itr2.12539 · Cited by 75 · see citing works
Digital Twins in Architecture, Engineering, Construction and Operations. A Brief Review and Analysis
Elsehrawy, R., & Kumar, B. (2020) · Lecture notes in civil engineering · doi:10.1007/978-3-030-51295-8_64 · Cited by 75 · see citing works
Smart City Digital Twin Framework for Real-Time Multi-Data Integration and Wide Public Distribution
Adreani, L., Bellini, P., Fanfani, M., Nesi, P., & Pantaleo, G. (2024) · IEEE Access · doi:10.1109/access.2024.3406795 · Cited by 89 · see citing works
Digital Twin Modeling Enabled Machine Tool Intelligence: A Review
Zhang, L., Liu, J., & Zhuang, C. (2024) · Chinese Journal of Mechanical Engineering · doi:10.1186/s10033-024-01036-2 · Cited by 78 · see citing works
Shang, C., Liu, S., Shao, R., Han, P., Zang, X., Zhang, X., Salama, K. N., Gao, W., Lee, C. H., Thomale, R., et al. (2022) · Advanced Science · doi:10.1002/advs.202202922 · Cited by 69 · see citing works
Wang, Z.-Y. (2020) · Industry 4.0 · doi:10.5772/intechopen.80974 · Cited by 100 · see citing works
Application and Development Prospect of Digital Twin Technology in Aerospace
Z, H., & Wang, L. (2020) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2021.04.165 · Cited by 58 · see citing works
Defining a Digital Twin: A Data Science-Based Unification
Emmert‐Streib, F. (2023) · Machine Learning and Knowledge Extraction · doi:10.3390/make5030054 · Cited by 67 · see citing works
Ghansah, F. A. (2024) · Smart and Sustainable Built Environment · doi:10.1108/sasbe-10-2023-0298 · Cited by 67 · see citing works
Digital Twin Models: Functions, Challenges, and Industry Applications
Rayhana, R., Bai, L., Xiao, G., Liao, M., & Liu, Z. (2024) · IEEE Journal of Radio Frequency Identification · doi:10.1109/jrfid.2024.3387996 · Cited by 49 · see citing works
A digital twin-driven human–robot collaborative assembly-commissioning method for complex products
Sun, X., Zhang, R., Liu, S., Lv, Q., Bao, J., & Li, J. (2021) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-021-08211-y · Cited by 65 · see citing works
Alimam, H., Mazzuto, G., Tozzi, N., Ciarapica, F. E., & Bevilacqua, M. (2023) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2023.101846 · Cited by 76 · see citing works
Mulder, S. T., Omidvari, A., Rueten‐Budde, A. J., Huang, P., Kim, K.-H., Bais, B., Rousian, M., Hai, R., Akgün, C., van Lennep, J. E. R., et al. (2022) · Journal of Medical Internet Research · doi:10.2196/35675 · Cited by 64 · see citing works
The Development of a Digital Twin Framework for an Industrial Robotic Drilling Process
Farhadi, A., Lee, S., Hinchy, E. P., O’Dowd, N. P., & McCarthy, C. T. (2022) · Sensors · doi:10.3390/s22197232 · Cited by 65 · see citing works
The advent of digital twins in surface mining: Its time has finally arrived
Hazrathosseini, A., & Afrapoli, A. M. (2022) · Resources Policy · doi:10.1016/j.resourpol.2022.103155 · Cited by 65 · see citing works
Drilling Digital Twin Success Stories the Last 10 Years
Mayani, M. G., Svendsen, M., & Oedegaard, S. I. (2018) · SPE Bergen One Day Seminar · doi:10.2118/191336-ms · Cited by 64 · see citing works
City Digital Twins: their maturity level and differentiation from 3D city models
Masoumi, H., Shirowzhan, S., Eskandarpour, P., & Pettit, C. (2023) · Big Earth Data · doi:10.1080/20964471.2022.2160156 · Cited by 51 · see citing works
Review of Digital twin for intelligent transportation system
Bao, L., Wang, Q., & Jiang, Y. C. (2021) · International Conference on Information Control, Electrical Engineering and Rail Transit (ICEERT) · doi:10.1109/iceert53919.2021.00064 · Cited by 62 · see citing works
Noll, P., & Henkel, M. (2020) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2020.10.018 · Cited by 60 · see citing works
A Digital Twin-Based Operation Status Monitoring System for Port Cranes
Zhou, Y. Q., Fu, Z., Zhang, J., Li, W., & Gao, C. (2022) · Sensors · doi:10.3390/s22093216 · Cited by 61 · see citing works
Toward digital twin of the ocean: from digitalization to cloning
Chen, G., Yang, J., Huang, B., Ma, C., Tian, F., Ge, L., Xia, L., & Li, J. (2023) · Intelligent Marine Technology and Systems · doi:10.1007/s44295-023-00003-2 · Cited by 60 · see citing works
Marine energy digitalization digital twin's approaches
Nezhad, M. M., Neshat, M., Sylaios, G., & Garcia, D. A. (2024) · Renewable & Sustainable Energy Reviews · doi:10.1016/j.rser.2023.114065 · Cited by 60 · see citing works
Afzal, M., Li, R. Y. M., Shoaib, M., Ayyub, M. F., Tagliabue, L. C., Bilal, M., Ghafoor, H., & Manta, O. P. (2023) · Sustainability · doi:10.3390/su152316436 · Cited by 71 · see citing works
Kaiblinger, A., & Woschank, M. (2022) · Applied Sciences · doi:10.3390/app12020669 · Cited by 65 · see citing works
Application status and prospects of digital twin technology in distribution grid
Zhang, Z., & Lv, L. (2022) · Energy Reports · doi:10.1016/j.egyr.2022.10.410 · Cited by 58 · see citing works
Xie, H. S., Xin, M., Lu, C., & Xu, J. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.135231 · Cited by 60 · see citing works
Digital Twin Technologies for Turbomachinery in a Life Cycle Perspective: A Review
Xie, R., Chen, M.-Y., Liu, W., Jian, H.-S., & Shi, Y. (2021) · Sustainability · doi:10.3390/su13052495 · Cited by 43 · see citing works
Semantic-Enhanced Digital Twin System for Robot–Environment Interaction Monitoring
Li, X., He, B., Wang, Z., Zhou, Y., Li, G., & Jiang, R. (2021) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2021.3066542 · Cited by 57 · see citing works
A digital twin–driven method for online quality control in process industry
Zhu, X., & Ji, Y. (2022) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-021-08369-5 · Cited by 62 · see citing works
- Authors
- Grieves, M. W.
- Corresponding author
- Grieves, Michael W.
- ORCID
- Grieves, Michael W.
- Venue
- International Journal of Product Development
- Publisher
- Inderscience Publishers
- Published
- 2005
- Volume
- 2
- Issue
- 1/2
- Pages
- 71
- ISSN
- 1477-9056 (ISSN-L)
- 1741-8178
- OpenAlex
- W2047355416
- Cited by
- 741
- References
- 19
- Citations by year
- 2026: 96 · 2025: 140 · 2024: 147 · 2023: 132 · 2022: 73 · 2021: 77 · 2020: 43 · 2019: 12 · 2018: 8 · 2017: 1 · 2016: 2 · 2012: 2
- FWCI
- 2.81
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Product Development (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Management of Technology and Innovation › Product Development and Customization
- Social Sciences › Business, Management and Accounting › Management Information Systems › ERP Systems Implementation and Impact
- Physical Sciences › Engineering › Control and Systems Engineering › Systems Engineering Methodologies and Applications
- Keywords
- product lifecycle management, conceptual model, product development
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review