Wind Turbine Fault Diagnosis and Predictive Maintenance Through Statistical Process Control and Machine Learning.
Jyh-Yih HsuYi-Fu WangKuan-Cheng LinMu-Yen ChenJenneille Hwai-Yuan HsuPublished in: IEEE Access (2020)
Keyphrases
- fault diagnosis
- wind turbine
- statistical process control
- machine learning
- failure diagnosis
- neural network
- control charts
- wind speed
- wind power
- fault isolation
- fault detection and diagnosis
- fault detection
- expert systems
- operating conditions
- rotating machinery
- gas turbine
- learning algorithm
- wind farm
- bp neural network
- multiple faults
- power plant
- rbf neural network
- power generation
- fuzzy logic
- fault identification
- steam turbine
- monitoring and fault diagnosis
- fault diagnostic
- chemical process
- power transformers
- condition monitoring
- data analysis
- artificial intelligence
- electronic equipment
- data mining
- analog circuits
- computational intelligence