Fault Diagnosis of Wind Turbine Gearbox Based on the Optimized LSTM Neural Network with Cosine Loss.
Aijun YinYinghua YanZhiyu ZhangChuan LiRené-Vinicio SánchezPublished in: Sensors (2020)
Keyphrases
- fault diagnosis
- wind turbine
- neural network
- recurrent neural networks
- bp neural network
- wind power
- fuzzy logic
- fault detection
- operating conditions
- power generation
- electronic equipment
- wind farm
- analog circuits
- expert systems
- fault identification
- power plant
- multi sensor information fusion
- power transformers
- monitoring and fault diagnosis
- fault detection and diagnosis
- artificial neural networks
- electrical power systems
- gas turbine
- chemical process
- multiple faults
- condition monitoring
- rbf neural network
- back propagation
- rotating machinery
- bp algorithm
- feed forward
- multilayer perceptron
- radial basis function
- fault diagnostic
- wind speed