Modified Fuzzy-Q-Learning (MFQL)-Based Mechanical Fault Diagnosis for Direct-Drive Wind Turbines Using Electrical Signals.
Hasmat MalikAbdulaziz AlmutairiPublished in: IEEE Access (2021)
Keyphrases
- fault diagnosis
- wind turbine
- direct drive
- fuzzy logic
- electrical power systems
- wind power
- neural network
- wind speed
- fuzzy sets
- power generation
- expert systems
- wind farm
- fault detection
- robotic manipulator
- bp neural network
- fuzzy rules
- rbf neural network
- reinforcement learning
- condition monitoring
- fault identification
- power plant
- learning rate
- vibration signal
- transmission line
- fuzzy clustering
- membership functions
- state space
- operating conditions
- fuzzy controller
- soft computing
- power transformers
- multi agent
- analog circuits
- long term
- artificial neural networks
- machine learning
- model free
- fuzzy neural network
- short term
- multi agent systems