Particle-swarm optimization of ensemble neural networks with negative correlation learning for forecasting short-term wind speed of wind farms in western China.
Tao MaChen WangJianzhou WangJianjun ChengXiaoyun ChenPublished in: Inf. Sci. (2019)
Keyphrases
- short term
- wind speed
- negative correlation learning
- particle swarm optimization
- ensemble learning
- error function
- artificial neural networks
- long term
- wind power
- wind farm
- weak learners
- neural network
- wind turbine
- forecasting model
- load forecasting
- medium term
- multi objective
- stock market
- generalization ability
- learning rate
- genetic algorithm
- activation function
- back propagation
- short term prediction
- ensemble methods
- feature selection
- hidden layer
- multilayer perceptron
- feed forward
- pattern recognition
- machine learning