Solar power forecasting using weather type clustering and ensembles of neural networks.
Mashud RanaIrena KoprinskaVassilios G. AgelidisPublished in: IJCNN (2016)
Keyphrases
- genetic algorithm
- neural network
- clustering algorithm
- self organizing maps
- artificial neural networks
- weather forecasting
- fuzzy logic
- clustering method
- short term
- solar energy
- k means
- back propagation
- pattern recognition
- data clustering
- long term
- hierarchical clustering
- unsupervised learning
- neural network ensemble
- categorical data
- electricity markets
- support vector regression
- word sense induction
- feature selection
- load forecasting
- forecasting model
- multi layer perceptron
- ensemble learning
- document clustering
- cluster analysis
- benchmark datasets
- high dimensional data