Short-Term Load Forecasting of LSSVM Based on Improved PSO Algorithm.
Qianhui GongWenjun LuWenlong GongXueting WangPublished in: CCPR (1) (2014)
Keyphrases
- short term load forecasting
- ls svm
- rbf neural network
- least squares support vector machine
- load forecasting
- radial basis function
- least squares
- power system
- fault diagnosis
- cross validation
- neural network
- bp neural network
- prediction model
- variable selection
- short term
- neural network model
- fuzzy clustering
- data fusion
- support vector machine
- generalization ability
- support vector
- electric power
- parameter estimation
- long term
- particle swarm optimization algorithm
- artificial neural networks
- fuzzy c means
- correlation coefficient
- artificial intelligence
- genetic algorithm
- machine learning