Fault diagnosis for wind turbines based on LSTM and feature optimization strategies.
Rongqiang FengHongwei DuTianchi DuXueqiong WuHaiping YuKexin ZhangChenxi HuangLianlian CaoPublished in: Concurr. Comput. Pract. Exp. (2024)
Keyphrases
- fault diagnosis
- wind turbine
- optimization strategies
- wind speed
- wind power
- power generation
- fault detection
- expert systems
- neural network
- bp neural network
- wind farm
- fuzzy logic
- analog circuits
- operating conditions
- monitoring and fault diagnosis
- power plant
- recurrent neural networks
- rbf neural network
- chemical process
- multiple faults
- case study
- multi sensor information fusion
- transformation rules
- optimization methods
- management system
- query language
- database systems
- feature selection
- genetic algorithm
- data mining