A PSO based NN-SVM for Short-Term Load Forecasting.
Zhenyuan XuJunzo WatadaJiliang XuePublished in: IDT/IIMSS/STET (2014)
Keyphrases
- short term load forecasting
- knn
- neural network
- rbf neural network
- support vector machine svm
- radial basis function
- load forecasting
- support vector
- nearest neighbor
- k nearest neighbor
- training process
- artificial neural networks
- power system
- support vector machine
- bp neural network
- particle swarm optimization
- rbf network
- particle swarm optimization pso
- generalization ability
- training algorithm
- feature space
- kernel function
- support vector regression
- pattern recognition
- pso algorithm
- genetic algorithm ga
- feature vectors
- neural network model
- back propagation
- fuzzy logic
- learning algorithm
- electric power
- multi layer perceptron
- machine learning
- hidden layer
- artificial intelligence
- multilayer perceptron
- fault diagnosis
- multi objective