Prediction of wind turbine blades icing based on feature Selection and 1D-CNN-SBiGRU.
Yuanyuan LiLingyu HouMing TangQichun SunJiahang ChenWanqing SongWei YaoLe CaoPublished in: Multim. Tools Appl. (2022)
Keyphrases
- wind speed
- meteorological data
- wind turbine
- feature selection
- wind power
- short term
- relative humidity
- text categorization
- prediction accuracy
- air temperature
- long term
- prediction model
- machine learning
- automatic relevance determination
- wind farm
- cellular neural networks
- mutual information
- classification models
- information gain
- models built
- feature set
- artificial neural networks
- feature extraction
- feature selection algorithms
- monitoring system
- text classification
- decision support system
- data sources
- neural network