Wind turbine fault diagnosis based on ReliefF-PCA and DNN.
Xiaoqiang WenZiang XuPublished in: Expert Syst. Appl. (2021)
Keyphrases
- wind turbine
- fault diagnosis
- neural network
- wind power
- wind farm
- expert systems
- power generation
- fault detection
- power plant
- feature extraction
- operating conditions
- fault detection and diagnosis
- fuzzy logic
- wind speed
- electronic equipment
- multiple faults
- bp neural network
- condition monitoring
- monitoring and fault diagnosis
- rbf neural network
- chemical process
- artificial neural networks
- power transformers
- fault identification
- rotating machinery
- analog circuits
- gas turbine
- industrial systems
- k means
- feature space
- real time
- fault isolation
- knowledge base
- decision support system
- artificial intelligence
- data mining
- electrical power systems