Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine Variables.
Pablo-Andrés Buestán-AndradeMatilde SantosJesús Enrique Sierra-GarcíaJuan-Pablo Pazmiño-PiedraPublished in: SOCO (2) (2023)
Keyphrases
- wind turbine
- fault diagnosis
- target variable
- wind speed
- prediction accuracy
- databases
- wind farm
- power system
- prediction model
- wind power
- fuzzy logic
- decision support system
- prediction error
- prediction algorithm
- computational intelligence
- data mining techniques
- real time
- power plant
- power generation
- management system
- artificial intelligence
- neural network
- electrical power
- incipient fault