Research on Mid-long Load Forecasting Based on SVM and Wavelet Neural Network.
Qian ZhangPublished in: MVHI (2010)
Keyphrases
- wavelet neural network
- load forecasting
- generalization ability
- support vector regression
- support vector machine svm
- support vector
- training algorithm
- support vector machine
- prediction model
- wavelet analysis
- rbf neural network
- knn
- bp neural network
- convergence rate
- neural network
- adaptive learning
- learning rate
- kernel function
- back propagation
- nonlinear functions
- function approximation
- feature selection
- feed forward neural networks
- electric power
- learning algorithm
- radial basis function
- data fusion
- particle swarm optimization algorithm
- feature vectors
- k nearest neighbor
- short term
- power system
- feature extraction
- input output
- neural nets
- multiresolution
- expert systems
- pattern recognition
- training data
- machine learning