Convolutional Neural Network Algorithms for Wind Turbine Fault Detection
Description
In this project we evaluate the performance of fault detection algorithms based on Convolutional Neural Networks for application in operational wind turbines.
Key Data
Projectlead
Deputy Projectlead
Gianmarco Pizza
Project team
Markus Ulmer, Jannik Zgraggen
Project partners
Nispera AG; Energie Baden-Württemberg EnBW
Project status
completed, 10/2020 - 12/2021
Funding partner
Nispera AG; Energie Baden-Württemberg EnBW
Technikumstrasse 81
8400 Winterthur