Rotor current-based fault diagnosis for DFIG wind turbine drivetrain gearboxes using frequency analysis and a deep classifier.
Fangzhou ChengJun WangLiyan QuWei QiaoPublished in: IAS (2017)
Keyphrases
- wind turbine
- fault diagnosis
- frequency analysis
- fed induction generator
- neural network
- wind power
- expert systems
- fault detection
- operating conditions
- fuzzy logic
- wind farm
- chemical process
- power generation
- wind speed
- condition monitoring
- frequency domain
- bp neural network
- power plant
- monitoring and fault diagnosis
- rbf neural network
- fault identification
- real time
- feature set
- multi sensor information fusion
- short term
- subband
- fault isolation
- data warehouse
- feature space
- feature selection
- artificial intelligence