An ensemble learning solution for predictive maintenance of wind turbines main bearing

HIGHLIGHTS

  • who: Mattia Beretta and colleagues from the Universitat Politu00e9cnica Catalunya, Barcelona, Spain have published the research work: An Ensemble Learning Solution for Predictive Maintenance of Wind Turbines Main Bearing, in the Journal: Sensors 2021, 21, 1512. of 24/03/2018
  • what: The results of this analysis in the two wind-farms are shown in Figure 9.
  • how: The multivariate nature of this approach is suited to capture complex relations between turbines` sensors advanced algorithms and neural_network architectures can be used to detect non-linearities in the data and model turbine behavior. This algorithm . . .

     

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