| Zugriffsnummer | 46662 |
| Dokumenttyp | Konferenzartikel |
| Peer Review | unbekannt |
| Sprache | Englisch |
| Titel | Semantics in sensor networks: an ontology for dynamic transfer behavior in calibrated sensors |
| Autor(in); Institution |
Vedurmudi, Anupam Prasad; 9.4, Metrologie für die digitale Transformation, PTB-Braunschweig
Eichstädt, Sascha; 9.4, Metrologie für die digitale Transformation, PTB-Braunschweig
Gruber, Maximilian; 9.4, Metrologie für die digitale Transformation, PTB-Braunschweig; 8.4, Mathematische Modellierung und Datenanalyse, PTB-Berlin
Paschke, Andrian; Data Analytics Center, Fraunhofer FOKUS, Berlin, GERMANY
|
| Quelle/Jahr | 2021 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT):(2021) |
| ISBN | 978-1-6654-1980-2 (PDF) ; 978-1-6654-1979-6 (USB) ; 978-1-6654-2994-8 (PoD) |
| DOI | |
| Verlag | Piscataway, NJ: IEEE |
| Konferenzangaben | 2021 IEEE International Workshop on Metrology for Industry 4.0 & IoT, Virtual Conference, 07-09, June, 2021 |
| Freie Schlagworte | Systematics ; Data analysis ; Electric breakdown ; Semantics ; Merging ; Measurement uncertainty ; Ontologies |
| Zusammenfassung | The enrichment of raw sensor data with contextual information is essential to enabling interoperability and the automation of data analysis in Industry 4.0 applications. In this paper an ontology to describe the dynamic transfer behavior of calibrated sensors in a metrologically consistent manner is presented. By merging and extending commonly used ontologies, a new ontology is constructed that describes the mathematical details of transfer models in a consistent and machine-interpretable manner. Incorporating measurement uncertainty as an integral part of the ontology, the applicability of the model is demonstrated for a calibrated sensor with a defined transfer model as well as through a series of Competency Questions. |
| Themenbereich der Metrologie | Mathematik und metrologische Informationstechnik |
| Forschungsprojekt | GEMIMEG-II |
| Förderinformationen (1) |
Förderername: Bundesministerium für Wirtschaft und Energie (BMWi)
Förderer ID: 0000 0001 1092 3392 Förderer ID Typ: ISNI Förderprogramm: GEMIMEG-II |
Zitierung
Vedurmudi, A. P., Eichstädt, S., Gruber, M., & Paschke, A. (2021). Semantics in sensor networks: an ontology for dynamic transfer behavior in calibrated sensors. 2021 IEEE International Workshop on Metrology for Industry 4.0 & IoT, Virtual Conference, 07-09, June, 2021. https://doi.org/10.1109/metroind4.0iot51437.2021.9488554