Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks.
Jacqueline LlanosDoris SáezRodrigo Palma-BehnkeAlfredo NúñezGuillermo Jimenez-EstevezPublished in: IJCNN (2012)
Keyphrases
- load forecasting
- neural network
- short term
- bp neural network
- power generation
- short term load forecasting
- power system
- rbf neural network
- electric power
- long term
- support vector regression
- back propagation
- radial basis function
- neural network model
- artificial neural networks
- wavelet neural network
- pattern recognition
- forecasting accuracy
- power grid
- neural nets
- fault diagnosis
- feed forward
- genetic algorithm
- fuzzy logic
- prediction model
- multilayer perceptron
- training algorithm
- rbf network
- multi layer
- training data
- activation function
- nonlinear functions
- feed forward neural networks
- generalization ability
- soft computing
- machine learning