1. Multi-scale modelling of manufacturing systems using ontologies and delta-lenses.
- Author
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Terkaj, Walter, Qi, Qunfen, Urgo, Marcello, Scott, Paul J., and Jiang, Xiangqian
- Subjects
MULTISCALE modeling ,DIGITAL technology ,POSITION sensors ,INTELLIGENT control systems ,ASSEMBLY line methods ,DIGITAL maps ,LENSES - Abstract
The adoption of digital technologies in manufacturing enables intelligent dynamic control approaches, at the cost of increased design complexity. In this paper, ontologies and delta-lenses are exploited to enable multi-scale models of a manufacturing system to map digital models at different scales and let data flow according to the level of fidelity. A workflow is designed to assess the capability of models with a lower level of details to approximate the behaviour of the original system, through the application of a hybrid delta-lens. The approach is illustrated with a user case and applied to an industrial case, aiming at deciding the positions of sensors in an assembly line. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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