A novel hierarchical hyper-parameter search algorithm based on greedy strategy for wind turbine fault diagnosis.
Yan ZhangWenyi LiuXin WangMirza Ali ShaheerPublished in: Expert Syst. Appl. (2022)
Keyphrases
- fault diagnosis
- wind turbine
- greedy strategy
- search algorithm
- hyperparameters
- greedy algorithm
- expert systems
- neural network
- wind power
- power generation
- wind speed
- model selection
- bp neural network
- fault detection
- closed form
- fuzzy logic
- operating conditions
- prior information
- bayesian inference
- parameter settings
- bayesian framework
- random sampling
- chemical process
- support vector
- search space
- monitoring and fault diagnosis
- fault identification
- multiple faults
- multi sensor information fusion
- power plant
- sample size
- em algorithm
- worst case
- evolutionary algorithm
- artificial intelligence
- cross validation
- maximum likelihood
- rough sets
- genetic algorithm