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Mattia Beretta
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An ensemble learning solution for predictive maintenance of wind turbines main bearing
M Beretta, A Julian, J Sepulveda, J Cusidó, O Porro
Sensors 21 (4), 1512, 2021
302021
Wind fleet generator fault detection via SCADA alarms and autoencoders
M Beretta, JJ Cárdenas, C Koch, J Cusidó
Applied Sciences 10 (23), 8649, 2020
202020
Improved ensemble learning for wind turbine main bearing fault diagnosis
M Beretta, Y Vidal, J Sepulveda, O Porro, J Cusidó
Applied Sciences 11 (16), 7523, 2021
152021
Quantification of the information loss resulting from temporal aggregation of wind turbine operating data
M Beretta, K Pelka, J Cusidó, T Lichtenstein
Applied Sciences 11 (17), 8065, 2021
52021
Fault-tolerant control of a wind turbine generator based on fuzzy logic and using ensemble learning
J Cusidó, A López, M Beretta
Energies 14 (16), 5167, 2021
32021
Use of advanced analytics for health estimation and failure prediction in wind turbines
M Beretta
Universitat Politècnica de Catalunya, 2022
2022
Optimized solutions for smart microgrids
M Beretta
Universitat Politècnica de Catalunya, 2017
2017
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