Journal
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
Volume 96, Issue 9-12, Pages 4173-4193Publisher
SPRINGER LONDON LTD
DOI: 10.1007/s00170-018-1862-8
Keywords
Process knowledge graph; Heterogeneous; CAM model; Structured modeling
Funding
- National Science Foundation of China [51605142, 51375397]
- Equipment Pre-Research Domain Foundation of China [61409230102-3]
Ask authors/readers for more resources
With the rapid development of customized production and globalization, a vast number of heterogeneous CAM models are generated and stored in enterprises, which contain lots of experts' knowledge and experience. Sharing and reusing these models is a favorable method to improve the NC process planning efficiency, and the structuralized representation of these heterogeneous CAM models is the precondition. In this paper, a structured heterogeneous CAM models based on process knowledge graph is presented. Firstly, the multilevel and multifactor process knowledge graph is constructed, which describes the CAD models and NC processes in a unified way to guide the data mapping and exchange. Then, the CAM system ontology is established to organize the inherent concepts/terms of heterogeneous CAM systems accurately and consistently. And the concept/semantic match between ontology model and process knowledge graph is achieved through the multistrategy ontology mapping. Finally, the implicit semantics is obtained through rule-based reasoning and the precision of match results is checked, which enriches and guarantees the unity of the process knowledge graph. A prototype system has been developed to verify the effectiveness of the proposed approach.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available