Author:
Anaya Victor,Alberti Enrico,Scivoletto Gabriele
Abstract
AbstractDigital twin technology has become a driving force in the transformation of the manufacturing industry, playing a crucial role in optimizing processes, increasing productivity, and enhancing product quality. A digital twin (DT) is a digital representation of a physical entity or process, modeled to improve decision-making in a safe and cost-efficient environment. Digital twins (DTs) cover a range of problems in different domains at different phases in the lifecycle of a product or process. DTs have gained momentum due to their seamless integration with technologies such as IoT, machine learning algorithms, and analytics solutions. DTs can have different scopes in the manufacturing domain, including process level, system level, asset level, and component level. This work presents the knowlEdge Digital Twin Framework (DTF), a toolkit that comprises a set of tools to create specific instances of DTs in the manufacturing process. This chapter explains how the DTF relates to other standards, such as ISO 23247. This chapter also presents the implementation done for a dairy company.
Publisher
Springer Nature Switzerland
Reference18 articles.
1. Stavropoulos, P., Mourtzis, D.: Digital twins in industry 4.0. In: Design and Operation of Production Networks for Mass Personalization in the Era of Cloud Technology, pp. 277–316. Elsevier, Amsterdam (2022)
2. Ogunsakin, R., Mehandjiev, N., Marin, C.A.: Towards adaptive digital twins architecture. Comput. Ind. 149, 103920 (2023)
3. He, B., Bai, K.J.: Digital twin-based sustainable intelligent manufacturing: a review. Adv. Manuf. 9, 1–21 (2021)
4. Thelen, A., Zhang, X., Fink, O., Lu, Y., Ghosh, S., Youn, B.D., et al.: A comprehensive review of digital twin—part 1: modeling and twinning enabling technologies. Struct. Multidiscip. Optim. 65(12), 354 (2022)
5. Kim, D.B., Shao, G., Jo, G.: A digital twin implementation architecture for wire+ arc additive manufacturing based on ISO 23247. Manuf. Lett. 34, 1–5 (2022)