Towards integrated digital twins for industrial products
A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Applied Sciences (Switzerland), Volume 11, issue 2
AbstractFeatured Application The initial version of a digital twin for an overhead crane with the main focus on providing data for machine designers and maintainers to support decision making and additional features for operation. Industrial Internet of Things practitioners are adopting the concept of digital twins at an accelerating pace. The features of digital twins range from simulation and analysis to real-time sensor data and system integration. Implementation examples of modeling-oriented twins are becoming commonplace in academic literature, but information management-focused twins that combine multiple systems are scarce. This study presents, analyzes, and draws recommendations from building a multi-component digital twin as an industry-university collaboration project and related smaller works. The objective of the studied project was to create a prototype implementation of an industrial digital twin for an overhead crane called "Ilmatar", serving machine designers and maintainers in their daily tasks. Additionally, related cases focus on enhancing operation. This paper describes two tools, three frameworks, and eight proof-of-concept prototypes related to digital twin development. The experiences show that good-quality Application Programming Interfaces (APIs) are significant enablers for the development of digital twins. Hence, we recommend that traditional industrial companies start building their API portfolios. The experiences in digital twin application development led to the discovery of a novel API-based business network framework that helps organize digital twin data supply chains.
API, Crane, Digital twins, Integration, Machine design, Maintenance, Open source, Operation
Autiosalo , J , Ala-Laurinaho , R , Mattila , J , Valtonen , M , Peltoranta , V & Tammi , K 2021 , ' Towards integrated digital twins for industrial products : Case study on an overhead crane ' , Applied Sciences (Switzerland) , vol. 11 , no. 2 , 683 , pp. 1-35 . https://doi.org/10.3390/app11020683