Forecasting Daily Electricity Load by Wavelet Neural Networks Optimized by Cuckoo Search Algorithm.
Jeng-Fung ChenQuang Hung DoPublished in: IIAI-AAI (2017)
Keyphrases
- load forecasting
- wavelet neural network
- search algorithm
- support vector regression
- prediction model
- forecasting accuracy
- wavelet analysis
- learning rate
- convergence rate
- rbf neural network
- bp neural network
- back propagation
- particle swarm optimization algorithm
- short term
- function approximation
- search space
- neural network
- adaptive learning
- generalization ability
- feed forward neural networks
- hidden layer
- least squares
- training algorithm
- convergence speed
- network model
- regression model
- activation function
- levenberg marquardt
- power system
- faster convergence
- electric power
- support vector
- reinforcement learning
- particle swarm optimization