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2023 | OriginalPaper | Buchkapitel

Integration of Digital Twins & Internet of Things

verfasst von : Giancarlo Fortino, Claudio Savaglio

Erschienen in: The Digital Twin

Verlag: Springer International Publishing

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Abstract

With the raise of Internet of Things (IoT), the Digital Twin (DT) concept came across newfound lifeblood. The rapidly growing volume and breadth of data that can be captured, processed and forwarded by the smart devices through IoT-related technology, indeed, represent a key enabling factor for making DTs finally ready for prime time, beyond the bounded confines of manufacturing domain. Conversely, the value that DTs add to the management, development and commercialization of IoT systems can have a disruptive impact in the whole ICT landscape of the next few years, further bridging the physical-virtual divide. Such, promising yet challenging, synergy is the topic of this Chapter, in which both conceptual and practical solutions for the integration between DT and IoT are presented as well as the state-of-the-art of main DT-aided IoT Platforms reviewed.

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Literatur
1.
Zurück zum Zitat Fortino, G., Savaglio, C., Spezzano, G., & Zhou, M. (2020). Internet of things as system of systems: A review of methodologies, frameworks, platforms, and tools. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51(1), 223–236. Fortino, G., Savaglio, C., Spezzano, G., & Zhou, M. (2020). Internet of things as system of systems: A review of methodologies, frameworks, platforms, and tools. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51(1), 223–236.
2.
Zurück zum Zitat Gubbi, J., Buyya, R., Marusic, S., & Palaniswami, M. (2013). Internet of Things (IoT): A vision, architectural elements, and future directions. Future Generation Computer Systems, 29(7), 1645–1660.CrossRef Gubbi, J., Buyya, R., Marusic, S., & Palaniswami, M. (2013). Internet of Things (IoT): A vision, architectural elements, and future directions. Future Generation Computer Systems, 29(7), 1645–1660.CrossRef
4.
Zurück zum Zitat Atzori, L., Iera, A., & Morabito, G. (2010). The Internet of Things: A survey. Computer Networks, 54(15), 2787–2805.CrossRefMATH Atzori, L., Iera, A., & Morabito, G. (2010). The Internet of Things: A survey. Computer Networks, 54(15), 2787–2805.CrossRefMATH
5.
Zurück zum Zitat Qihui, W., Ding, G., Yuhua, X., Feng, S., Zhiyong, D., Wang, J., & Long, K. (2014). Cognitive Internet of Things: A new paradigm beyond connection. IEEE Internet of Things Journal, 1(2), 129–143.CrossRef Qihui, W., Ding, G., Yuhua, X., Feng, S., Zhiyong, D., Wang, J., & Long, K. (2014). Cognitive Internet of Things: A new paradigm beyond connection. IEEE Internet of Things Journal, 1(2), 129–143.CrossRef
6.
Zurück zum Zitat Aftab, H., Gilani, K., Lee, J. E., Nkenyereye, L., Jeong, S. M., & Song, J. S. (2020). Analysis of identifiers in IoT platforms. Digital Communications and Networks, 6(3), 333–340.CrossRef Aftab, H., Gilani, K., Lee, J. E., Nkenyereye, L., Jeong, S. M., & Song, J. S. (2020). Analysis of identifiers in IoT platforms. Digital Communications and Networks, 6(3), 333–340.CrossRef
7.
Zurück zum Zitat Sahlmann, K., Scheffler, T., & Schnor, B. (2018). Ontology-driven device descriptions for IoT network management. In 2018 Global Internet of Things Summit (GIoTS) (pp. 1–6). IEEE. Sahlmann, K., Scheffler, T., & Schnor, B. (2018). Ontology-driven device descriptions for IoT network management. In 2018 Global Internet of Things Summit (GIoTS) (pp. 1–6). IEEE.
8.
Zurück zum Zitat Liu, C. H., Yang, B., & Liu, T. (2014). Efficient naming, addressing and profile services in Internet-of-Things sensory environments. Ad Hoc Networks, 18, 85–101.CrossRef Liu, C. H., Yang, B., & Liu, T. (2014). Efficient naming, addressing and profile services in Internet-of-Things sensory environments. Ad Hoc Networks, 18, 85–101.CrossRef
9.
Zurück zum Zitat Hesselman, C., Kaeo, M., Chapin, L., Claffy, K., Seiden, M., McPherson, D., Piscitello, D., McConachie, A., April, T., Latour, J., et al. (2020). The DNS in IoT: Opportunities, risks, and challenges. IEEE Internet Computing, 24(4), 23–32.CrossRef Hesselman, C., Kaeo, M., Chapin, L., Claffy, K., Seiden, M., McPherson, D., Piscitello, D., McConachie, A., April, T., Latour, J., et al. (2020). The DNS in IoT: Opportunities, risks, and challenges. IEEE Internet Computing, 24(4), 23–32.CrossRef
10.
Zurück zum Zitat Franco, A. C., & da Silva and Pascal Hirmer. (2020). Models for Internet of Things environments—A survey. Information, 11(10), 487.CrossRef Franco, A. C., & da Silva and Pascal Hirmer. (2020). Models for Internet of Things environments—A survey. Information, 11(10), 487.CrossRef
11.
Zurück zum Zitat Milenkovic, M. (2020b). IoT data standards and industry specifications. In Internet of Things: Concepts and system design (pp. 225–245). Springer. Milenkovic, M. (2020b). IoT data standards and industry specifications. In Internet of Things: Concepts and system design (pp. 225–245). Springer.
12.
Zurück zum Zitat Fortino, G., Russo, W., Savaglio, C., Shen, W., & Zhou, M. (2017). Agent-oriented cooperative smart objects: From IoT system design to implementation. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 48(11), 1939–1956.CrossRef Fortino, G., Russo, W., Savaglio, C., Shen, W., & Zhou, M. (2017). Agent-oriented cooperative smart objects: From IoT system design to implementation. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 48(11), 1939–1956.CrossRef
13.
Zurück zum Zitat Oleg, L., Kraemer, B., Adams, C., Heiles, J., Stuebing, G., Nielsen, M. L., & Mancuso, B. (2016, September). Standard for an architectural framework for the Internet of Things (IoT) (Technical Report, p. 2413). IEEE. Oleg, L., Kraemer, B., Adams, C., Heiles, J., Stuebing, G., Nielsen, M. L., & Mancuso, B. (2016, September). Standard for an architectural framework for the Internet of Things (IoT) (Technical Report, p. 2413). IEEE.
14.
Zurück zum Zitat AIOTI WG03-loT Standardisation. High level architecture (HLA). Technical specification, 2017. AIOTI WG03-loT Standardisation. High level architecture (HLA). Technical specification, 2017.
15.
Zurück zum Zitat Steinmetz, C., Rettberg, A., Fabíola Gonçalves, C. R., Schroeder, G., & Pereira, C. E. (2018). Internet of Things ontology for digital twin in cyber physical systems. In 2018 VIII Brazilian Symposium on Computing Systems Engineering (SBESC) (pp. 154–159). IEEE. Steinmetz, C., Rettberg, A., Fabíola Gonçalves, C. R., Schroeder, G., & Pereira, C. E. (2018). Internet of Things ontology for digital twin in cyber physical systems. In 2018 VIII Brazilian Symposium on Computing Systems Engineering (SBESC) (pp. 154–159). IEEE.
16.
Zurück zum Zitat Milenkovic, M. (2020a). IoT data models and metadata. In Internet of Things: Concepts and system design (pp. 201–223). Springer. Milenkovic, M. (2020a). IoT data models and metadata. In Internet of Things: Concepts and system design (pp. 201–223). Springer.
17.
Zurück zum Zitat Persson Proos, D., & Carlsson, N. (2020). Performance comparison of messaging protocols and serialization formats for digital twins in IoV. In 2020 IFIP networking conference (Networking), pp. 10–18. Persson Proos, D., & Carlsson, N. (2020). Performance comparison of messaging protocols and serialization formats for digital twins in IoV. In 2020 IFIP networking conference (Networking), pp. 10–18.
18.
Zurück zum Zitat Cheruvu, S., Kumar, A., Smith, N., & Wheeler, D. M. (2020). Connectivity technologies for IoT (pp. 347–411). Apress. Cheruvu, S., Kumar, A., Smith, N., & Wheeler, D. M. (2020). Connectivity technologies for IoT (pp. 347–411). Apress.
19.
Zurück zum Zitat Ding, J., Nemati, M., Ranaweera, C., & Choi, J. (2020). IoT connectivity technologies and applications: A survey. arXiv preprint arXiv:2002.12646. Ding, J., Nemati, M., Ranaweera, C., & Choi, J. (2020). IoT connectivity technologies and applications: A survey. arXiv preprint arXiv:2002.12646.
20.
Zurück zum Zitat Vannieuwenborg, F., Verbrugge, S., & Colle, D. (2018). Choosing IoT- connectivity? A guiding methodology based on functional characteristics and economic considerations. Transactions on Emerging Telecommunications Technologies, 29(5), e3308.CrossRef Vannieuwenborg, F., Verbrugge, S., & Colle, D. (2018). Choosing IoT- connectivity? A guiding methodology based on functional characteristics and economic considerations. Transactions on Emerging Telecommunications Technologies, 29(5), e3308.CrossRef
21.
Zurück zum Zitat Aloi, G., Caliciuri, G., Fortino, G., Gravina, R., Pace, P., Russo, W., & Savaglio, C. (2017). Enabling IoT interoperability through opportunistic smartphone-based mobile gateways. Journal of Network and Computer Applications, 81, 74–84.CrossRef Aloi, G., Caliciuri, G., Fortino, G., Gravina, R., Pace, P., Russo, W., & Savaglio, C. (2017). Enabling IoT interoperability through opportunistic smartphone-based mobile gateways. Journal of Network and Computer Applications, 81, 74–84.CrossRef
22.
Zurück zum Zitat Guoqiang, S., Yanming, C., Chao, Z., & Yanxu, Z. (2013). Design and implementation of a smart IoT gateway. In 2013 IEEE international conference on green computing and communications and IEEE Internet of Things and IEEE cyber, physical and social computing (pp. 720–723). IEEE. Guoqiang, S., Yanming, C., Chao, Z., & Yanxu, Z. (2013). Design and implementation of a smart IoT gateway. In 2013 IEEE international conference on green computing and communications and IEEE Internet of Things and IEEE cyber, physical and social computing (pp. 720–723). IEEE.
23.
Zurück zum Zitat Naik, N. (2017). Choice of effective messaging protocols for IoT systems: MQTT, CoAP, AMQP and HTTP. In 2017 IEEE International Systems Engineering Symposium (ISSE) (pp. 1–7). IEEE. Naik, N. (2017). Choice of effective messaging protocols for IoT systems: MQTT, CoAP, AMQP and HTTP. In 2017 IEEE International Systems Engineering Symposium (ISSE) (pp. 1–7). IEEE.
24.
Zurück zum Zitat Savaglio, C., & Fortino, G. (2021, March). A simulation-driven methodology for IoT data mining based on edge computing. ACM Transactions on Internet Technology, 21(2), 1–22. Savaglio, C., & Fortino, G. (2021, March). A simulation-driven methodology for IoT data mining based on edge computing. ACM Transactions on Internet Technology, 21(2), 1–22.
25.
Zurück zum Zitat Savaglio, C., Ganzha, M., Paprzycki, M., Badica, C., Ivanović, M., & Fortino, G. (2020). Agent-based Internet of Things: State-of-the-art and research challenges. Future Generation Computer Systems, 102, 1038–1053.CrossRef Savaglio, C., Ganzha, M., Paprzycki, M., Badica, C., Ivanović, M., & Fortino, G. (2020). Agent-based Internet of Things: State-of-the-art and research challenges. Future Generation Computer Systems, 102, 1038–1053.CrossRef
26.
Zurück zum Zitat Minerva, R., Lee, G. M., & Crespi, N. (2020). Digital twin in the IoT context: A survey on technical features, scenarios, and architectural models. Proceedings of the IEEE, 108(10), 1785–1824.CrossRef Minerva, R., Lee, G. M., & Crespi, N. (2020). Digital twin in the IoT context: A survey on technical features, scenarios, and architectural models. Proceedings of the IEEE, 108(10), 1785–1824.CrossRef
27.
Zurück zum Zitat Abburu, S., Berre, A. J., Jacoby, M., Roman, D., Stojanovic, L., & Stojanovic, N. (2020). Cognitwin–hybrid and cognitive digital twins for the process industry. In 2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) (pp. 1–8). IEEE. Abburu, S., Berre, A. J., Jacoby, M., Roman, D., Stojanovic, L., & Stojanovic, N. (2020). Cognitwin–hybrid and cognitive digital twins for the process industry. In 2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) (pp. 1–8). IEEE.
28.
Zurück zum Zitat Boschert, S., Heinrich, C., & Rosen, R. (2018). Next generation digital twin. In Proceedings of TMCE (pp. 209–218). Boschert, S., Heinrich, C., & Rosen, R. (2018). Next generation digital twin. In Proceedings of TMCE (pp. 209–218).
29.
Zurück zum Zitat Madni, A. M., Madni, C. C., & Lucero, S. D. (2019). Leveraging digital twin technology in model-based systems engineering. System, 7(1), 7.CrossRef Madni, A. M., Madni, C. C., & Lucero, S. D. (2019). Leveraging digital twin technology in model-based systems engineering. System, 7(1), 7.CrossRef
30.
Zurück zum Zitat Borodulin, K., Radchenko, G., Shestakov, A., Sokolinsky, L., Tchernykh, A., & Prodan, R. (2017). Towards digital twins cloud platform: Microservices and computational workflows to rule a smart factory. In Proceedings of the10th international conference on utility and cloud computing, pp. 209–210. Borodulin, K., Radchenko, G., Shestakov, A., Sokolinsky, L., Tchernykh, A., & Prodan, R. (2017). Towards digital twins cloud platform: Microservices and computational workflows to rule a smart factory. In Proceedings of the10th international conference on utility and cloud computing, pp. 209–210.
31.
Zurück zum Zitat Chernyshev, M., Baig, Z., Bello, O., & Zeadally, S. (2017). Internet of Things (IoT): Research, simulators, and testbeds. IEEE Internet of Things Journal, 5(3), 1637–1647.CrossRef Chernyshev, M., Baig, Z., Bello, O., & Zeadally, S. (2017). Internet of Things (IoT): Research, simulators, and testbeds. IEEE Internet of Things Journal, 5(3), 1637–1647.CrossRef
32.
Zurück zum Zitat Hoffmann, J. B., Heimes, P., & Senel, S. (2018). IoT platforms for the internet of production. IEEE Internet of Things Journal, 6(3), 4098–4105.CrossRef Hoffmann, J. B., Heimes, P., & Senel, S. (2018). IoT platforms for the internet of production. IEEE Internet of Things Journal, 6(3), 4098–4105.CrossRef
33.
Zurück zum Zitat Rasheed, A., San, O., & Kvamsdal, T. (2020). Digital twin: Values, challenges and enablers from a modeling perspective. IEEE Access, 8, 21980–22012.CrossRef Rasheed, A., San, O., & Kvamsdal, T. (2020). Digital twin: Values, challenges and enablers from a modeling perspective. IEEE Access, 8, 21980–22012.CrossRef
34.
Zurück zum Zitat Yuqian, L., Chao Liu, I., Kevin, K. W., Huang, H., & Xun, X. (2020). Digital twin-driven smart manufacturing: Connotation, reference model, applications and research issues. Robotics and Computer-Integrated Manufacturing, 61, 101837.CrossRef Yuqian, L., Chao Liu, I., Kevin, K. W., Huang, H., & Xun, X. (2020). Digital twin-driven smart manufacturing: Connotation, reference model, applications and research issues. Robotics and Computer-Integrated Manufacturing, 61, 101837.CrossRef
35.
Zurück zum Zitat Qi, Q., Tao, F., Hu, T., Anwer, N., Liu, A., Wei, Y.,. . . & Nee, A. Y. C. (2021). Enabling technologies and tools for digital twin. Journal of Manufacturing Systems, 58, 3–21. Qi, Q., Tao, F., Hu, T., Anwer, N., Liu, A., Wei, Y.,. . . & Nee, A. Y. C. (2021). Enabling technologies and tools for digital twin. Journal of Manufacturing Systems, 58, 3–21.
Metadaten
Titel
Integration of Digital Twins & Internet of Things
verfasst von
Giancarlo Fortino
Claudio Savaglio
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-21343-4_8

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