Deep Learning Approach for Sensor Data Prediction and Sensor Fault Diagnosis in Wind Turbine Blade.
Wai-Xi LiuRui-Peng YinPing-Yu ZhuPublished in: IEEE Access (2022)
Keyphrases
- sensor data
- wind turbine
- deep learning
- fault diagnosis
- sensor networks
- wind speed
- wind power
- power generation
- unsupervised learning
- expert systems
- neural network
- multiple sensors
- data streams
- fault detection
- operating conditions
- fuzzy logic
- bp neural network
- machine learning
- sensor measurements
- prediction model
- health monitoring
- mental models
- weakly supervised
- condition monitoring
- power plant
- rbf neural network
- sensor readings
- real time
- knowledge discovery
- monitoring and fault diagnosis
- long term
- heterogeneous sensor networks