[EN] In this work, we combine some of the most relevant artificial intelligence (AI) techniques with a range-resolved interferometry (RRI) instrument applied to the maintenance of a wind turbine. This method of automatic ...
Vives Fuster, Javier(Universitat Politècnica de València, 2016-12-20)
[EN] Most industrial systems present time delays. In the case of MIMO processes the delays are different for each pair output/input. There are some algorithms in the literature to deal with the control design for these ...
[EN] Artificial intelligence (AI) techniques, such as machine learning (ML), are being developed and applied for the monitoring, tracking, and fault diagnosis of wind turbines. Current prediction systems are largely limited ...
Vives-Fuster, Javier(International Institute of Acoustics and Vibration (IIAV), 2022-06)
[EN] The implementation of supervised machine learning techniques classifiers is changing wind turbine maintenance. This automatic and autonomous learning methodology allows one to predict, detect, and anticipate the ...
[EN] With this research, we apply range-resolved interferometry (RRI) to the maintenance of wind turbines using some of the most relevant machine-learning (ML) techniques. The degeneration of electrical and mechanical ...