Fault Diagnosis of Wind Turbine Power Converter Considering Wavelet Transform, Feature Analysis, Judgment and BP Neural Network.
Jingxuan ZhangHexu SunZexian SunWeichao DongYan DongPublished in: IEEE Access (2019)
Keyphrases
- wind turbine
- fault diagnosis
- bp neural network
- feature analysis
- wavelet transform
- feature extraction
- wind power
- expert systems
- neural network
- power generation
- multiresolution
- rbf neural network
- fault detection
- face recognition
- bp algorithm
- fuzzy logic
- multiscale
- power plant
- vibration signal
- operating conditions
- evaluation model
- load forecasting
- forecasting model
- high frequency
- pattern recognition
- pid controller
- fault identification
- reactive power
- wavelet analysis
- ant colony algorithm
- artificial neural networks
- neural network model
- power consumption
- basis functions
- data mining techniques
- feature space
- machine learning