Markus Ulmer

Markus Ulmer
ZHAW
School of Engineering
Forschungsschwerpunkt Data Analysis and Statistics
Rosenstrasse 3
8400 Winterthur
Projects
- Convolutional Neural Network Algorithms for Wind Turbine Fault Detection / Team member / Project ongoing
- Machine Learning Based Fault Detection for Wind Turbines / Team member / Project ongoing
Publications
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Ulmer, Markus; Jarlskog, Eskil; Pizza, Gianmarco; Goren Huber, Lilach,
2021.
Deep learning for fault detection : the path to predictive maintenance of wind turbines [paper].
In:
Sammelband zu den 6. Energieforschungsgesprächen Disentis.
Energieforschungsgespräche Disentis 2021, Online, 20.-22. Januar 2021.
Disentis:
Stiftung Alpines Energieforschungscenter AlpEnForCe.
pp.24-26.
-
Ulmer, Markus; Jarlskog, Eskil; Pizza, Gianmarco; Goren Huber, Lilach,
2020.
In:
Proceedings of the Annual Conference of the PHM Society 2020.
12th Annual Conference of the PHM Society, virtual, 9-13 November 2020.
PHM Society.
Available from: https://doi.org/10.36001/phmconf.2020.v12i1.1205
-
Ulmer, Markus; Jarlskog, Eskil; Pizza, Gianmarco; Manninen, Jaakko; Goren Huber, Lilach,
2020.
Early fault detection based on wind turbine SCADA data using convolutional neural networks [paper].
In:
PHME 2020 : Proceedings of the 5th European Conference of the PHM Society.
5th European Conference of the Prognostics and Health Management Society, Virtual Conference, 27-31 July 2020.
PHM Society.
Available from: https://doi.org/10.21256/zhaw-20433