Preceding Project
ModernWindABS
Modern Methods for new Appliences in Operation & Maintenance of Wind Energy Turbines in the Flow of Information of Industry 4.0
https://www.iee.fraunhofer.de/en/research_projects/search/laufende/ModernWindABS.html
The stage of development of the preceding project ModernWindABS is described in the following publications as well as in the final report:
- Autoencoder-based anomaly root cause analysis for wind turbines https://doi.org/10.1016/j.egyai.2021.100065
- Evaluation of Anomaly Detection of an Autoencoder Based on Maintenace Information and Scada-Data https://doi.org/10.3390/en13051063
- Final report https://doi.org/10.2314/KXP:175725739X