A Combined Model Based on Neural Networks, LSSVM and Weight Coefficients Optimization for Short-Term Electric Load Forecasting.
Caihong LiZhaoshuang HeYachen WangPublished in: WAIM Workshops (2016)
Keyphrases
- electric load forecasting
- short term
- neural network
- ls svm
- forecasting model
- long term
- least squares support vector machine
- least squares
- bp neural network
- short term and long term
- prediction model
- linear combination
- optimization algorithm
- radial basis function
- generalization ability
- cross validation
- variable selection
- neural network model
- multilayer perceptron
- optimization method
- fuzzy logic
- artificial neural networks
- rbf neural network
- basis functions
- test set
- markov random field
- training set
- pattern recognition
- image sequences