| Publication type: | Contribution to magazine or newspaper |
| Title: | Deep Learning und Predictive Maintenance : Anwendungsfall Windturbinen |
| Authors: | Goren Huber, Lilach Pizza, Gianmarco |
| et. al: | No |
| Published in: | fmpro service |
| Volume(Issue): | 2021 |
| Issue: | 6 |
| Page(s): | 6 |
| Pages to: | 8 |
| Issue Date: | 2021 |
| Publisher / Ed. Institution: | fmpro, Schweizerischer Verband für Facility Management und Maintenance |
| ISSN: | 1664-6312 |
| Language: | German |
| Subjects: | Predictive maintenance; Fault detection; Anomalieerkennung; Windturbine; Erneuerbare Energie; Condition based maintenance; Vorausschauende Instandhaltung |
| Subject (DDC): | 006: Special computer methods 620: Engineering |
| Abstract: | Aus einer kürzlich erfolgten Zusammenarbeit zwischen Nispera, EKZ und dem Smart Maintenance Team der ZHAW ist ein neues, auf Deep-Learning-Algorithmen basierendes Softwaremodul zur vorausschauenden Wartung entstanden. Die Algorithmen sind in der Lage, Abweichungen von der normalen Aktivität der Windturbinen zu erkennen, zukünftige Wartungsmassnahmen planbar zu machen und unnötige Stillstandzeiten zu reduzieren. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/23776 |
| Fulltext version: | Published version |
| License (according to publishing contract): | Licence according to publishing contract |
| Departement: | School of Engineering |
| Organisational Unit: | Institute of Data Analysis and Process Design (IDP) |
| Published as part of the ZHAW project: | Machine Learning Based Fault Detection for Wind Turbines |
| Appears in collections: | Publikationen School of Engineering |
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Goren Huber, L., & Pizza, G. (2021). Deep Learning und Predictive Maintenance : Anwendungsfall Windturbinen. fmpro service, 2021(6), 6–8.
Goren Huber, L. and Pizza, G. (2021) ‘Deep Learning und Predictive Maintenance : Anwendungsfall Windturbinen’, fmpro service, 2021(6), pp. 6–8.
L. Goren Huber and G. Pizza, “Deep Learning und Predictive Maintenance : Anwendungsfall Windturbinen,” fmpro service, vol. 2021, no. 6, pp. 6–8, 2021.
GOREN HUBER, Lilach und Gianmarco PIZZA, 2021. Deep Learning und Predictive Maintenance : Anwendungsfall Windturbinen. fmpro service. 2021. Bd. 2021, Nr. 6, S. 6–8
Goren Huber, Lilach, and Gianmarco Pizza. 2021. “Deep Learning und Predictive Maintenance : Anwendungsfall Windturbinen.” fmpro service 2021 (6): 6–8.
Goren Huber, Lilach, and Gianmarco Pizza. “Deep Learning und Predictive Maintenance : Anwendungsfall Windturbinen.” fmpro service, vol. 2021, no. 6, 2021, pp. 6–8.
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