E. Kurvinen et al., "Physics-Based Digital Twins Merging With Machines: Cases of Mobile Log Crane and Rotating Machine," in IEEE Access, vol. 10, pp. 45962-45978, 2022, doi: 10.1109/ACCESS.2022.3170430
Physics-based digital twins merging with machines : cases of mobile log crane and rotating machine
|Author:||Kurvinen, Emil1; Kutvonen, Antero2; Ukko, Juhani3;|
1Materials and Mechanical Engineering, Department of Mechanical Engineering, University of Oulu, 90570 Oulu, Finland
2School of Engineering Science, Lappeenranta-Lahti University of Technology LUT, 53850 Lappeenranta, Finland
3School of Engineering Science, Lappeenranta-Lahti University of Technology LUT, 15140 Lahti, Finland
4Department of Mechanical Engineering, School of Energy Systems, Lappeenranta-Lahti University of Technology LUT, 53850 Lappeenranta, Finland
5VTT Technical Research Centre of Finland, 02044 Espoo, Finland
|Online Access:||PDF Full Text (PDF, 3.6 MB)|
|Persistent link:|| http://urn.fi/urn:nbn:fi-fe2022061446336
Institute of Electrical and Electronics Engineers,
|Publish Date:|| 2022-06-14
Real-world products and physics-based simulations are becoming interconnected. In particular, real-time capable dynamic simulation has made it possible for simulation models to run in parallel and simultaneously with operating machinery. This capability combined with state observer techniques such as Kalman filtering have enabled the synchronization between simulation and the real world. State estimator techniques can be applied to estimate unmeasured quantities, also referred as virtual sensing, or to enhance the quality of measured signals. Although synchronized models could be used in a number of ways, value creation and business model development are currently defining the most practical and beneficial use cases from a business perspective. The research reported here reveals the communication and collaboration methods that lead to economically relevant technology solutions. Two case examples are given that demonstrate the proposed methodology. The work benefited from the broad perspective of researchers from different backgrounds and the joint effort to drive the technology development towards business relevant cases.
|Pages:||45962 - 45978|
|Type of Publication:||
A1 Journal article – refereed
|Field of Science:||
214 Mechanical engineering
This work was supported by the Business Finland Digibuzz-LUT and Digibuzz-VTT Projects under Grant 4329/31/2019 and Grant 4437/31/2019.
© The Author(s) 2022. This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/.