Fault Classification of Wind Turbine: A Comparison of Hyperparameter Optimization Methods.
Danielle R. PinnaRodrigo F. TosoGustavo SemaanFernando P. G. de SáAna I. PereiraÂngela Paula FerreiraJorge SoaresDiego BrandãoPublished in: OL2A (2) (2023)
Keyphrases
- optimization methods
- optimization method
- optimization problems
- fault diagnosis
- support vector
- simulated annealing
- wind turbine
- model selection
- pattern recognition
- stochastic methods
- optimization approaches
- machine learning
- unconstrained optimization
- quasi newton
- efficient optimization
- global convergence
- supervised learning
- support vector machine
- wind speed
- gaussian processes
- loss function
- optimization algorithm
- neural network
- direct optimization