Abstract
The introduction of Industry 4.0 and rapid development of manufacturing cyber-physical systems, as well as the increasing demand for multivariety, small batch, and personalized customization, pose a huge challenge to traditional manufacturing systems. In order to meet production requirements for fast iteration and realize agile and efficient manufacturing resource allocation, this paper proposes an ontology-based resource reconfiguration method from the perspective of resource utilization. First, an intelligent device ontology that describes the intelligent manufacturing resource is established using the Web Ontology Language. On this basis, the relational database is associated with the ontology of the manufacturing system, which makes the manufacturing resources be mapped to the model instances. Then, we analyze the equipment reconfiguration of the intelligent manipulator as an application case, which explains the proposed method for resource reconfiguration based on ontology, and verifies its feasibility in manufacturing. Finally, this study provides a new method for reconfigurable research of manufacturing resources.
| Original language | English |
|---|---|
| Article number | 8310925 |
| Pages (from-to) | 2537-2546 |
| Number of pages | 10 |
| Journal | IEEE/ASME Transactions on Mechatronics |
| Volume | 23 |
| Issue number | 6 |
| DOIs | |
| State | Published - Dec 2018 |
Keywords
- Intelligent manufacturing
- manufacturing cyber-physical systems (MCPS)
- ontology
- resource reconfiguration
- semantic web rule language (SWRL)
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