New ridge regression, artificial neural networks and support vector machine for wind speed prediction.
Yun ZhengYisu GeSami MuhsenShifeng WangDalia H. ElkamchouchiElimam AliH. Elhosiny AliPublished in: Adv. Eng. Softw. (2023)
Keyphrases
- ridge regression
- support vector machine
- wind speed
- meteorological data
- artificial neural networks
- conformal prediction
- multi layer perceptron
- relative humidity
- short term prediction
- wind power
- support vector
- computational intelligence
- short term
- support vector machine svm
- svm classifier
- generalization ability
- training data
- training set
- linear regression
- neural network
- prediction accuracy
- machine learning
- k nearest neighbor
- ls svm
- radial basis function
- predictive model
- regression methods
- feature vectors
- kernel function
- parameter optimization
- expert systems
- support vector regression
- wind farm
- genetic algorithm
- solar radiation
- feature selection
- data mining
- feature space
- soft computing
- neural network model
- knn
- back propagation
- least squares