Combination of Model-based Observer and Support Vector Machines for Fault Detection of Wind Turbines.
Nassim LaoutiSami OthmanMazen AlamirNida Sheibat-OthmanPublished in: Int. J. Autom. Comput. (2014)
Keyphrases
- fault detection
- support vector
- wind turbine
- fault diagnosis
- learning machines
- power plant
- large margin classifiers
- industrial processes
- fault identification
- tennessee eastman
- failure detection
- condition monitoring
- wind power
- fault detection and diagnosis
- wind speed
- fuel cell
- power generation
- wind farm
- robust fault detection
- support vector regression
- kernel function
- expert systems
- fault detection and isolation
- fault localization
- input output
- intelligent systems
- feature selection
- artificial intelligence
- neural network
- databases