The Research of Ontology-based Digital Twin Machine Tool Modeling

As a core manufacturing resource, CNC machine tool acts a pivotal part in the new trend of smart manufacturing. Aiming at the intelligent demands of CNC machine tool, this paper proposes a digital twin modeling framework for CNC machine tool. Furthermore, a semantic model of CNC machine tool based o...

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Published in2020 IEEE 6th International Conference on Computer and Communications (ICCC) pp. 2130 - 2134
Main Authors Liu, Jinsong, Yu, Dong, Bi, Xiaoxue, Hu, Yi, Yu, Haoyu, Li, Beibei
Format Conference Proceeding
LanguageEnglish
Published IEEE 11.12.2020
Subjects
Data models
Digital twin
Machine tools
Manufacturing industries
Ontologies
ontology
semantic model
Semantics
smart manufacturing
Online AccessGet full text
DOI10.1109/ICCC51575.2020.9344997

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Abstract As a core manufacturing resource, CNC machine tool acts a pivotal part in the new trend of smart manufacturing. Aiming at the intelligent demands of CNC machine tool, this paper proposes a digital twin modeling framework for CNC machine tool. Furthermore, a semantic model of CNC machine tool based on ontology is established to solve the issues of multi-source heterogeneous data fusion and insufficient semantic information, which contributes to condition monitoring service to fully perceive the running status of machine tool.
AbstractList As a core manufacturing resource, CNC machine tool acts a pivotal part in the new trend of smart manufacturing. Aiming at the intelligent demands of CNC machine tool, this paper proposes a digital twin modeling framework for CNC machine tool. Furthermore, a semantic model of CNC machine tool based on ontology is established to solve the issues of multi-source heterogeneous data fusion and insufficient semantic information, which contributes to condition monitoring service to fully perceive the running status of machine tool.
Author Liu, Jinsong
Hu, Yi
Li, Beibei
Bi, Xiaoxue
Yu, Dong
Yu, Haoyu
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SubjectTerms Data models
Digital twin
Machine tools
Manufacturing industries
Ontologies
ontology
semantic model
Semantics
smart manufacturing
Title The Research of Ontology-based Digital Twin Machine Tool Modeling
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