Wind Speed and Direction Predictions Based on Multidimensional Support Vector Regression with Data-Dependent Kernel.
Dingcheng WangYujia NiBeijing ChenZhili CaoYuhang TianYouzhi ZhaoPublished in: ICCCS (2015)
Keyphrases
- data dependent
- support vector regression
- wind speed
- kernel function
- kernel learning
- support vector
- reproducing kernel hilbert space
- short term prediction
- short term
- meteorological data
- kernel methods
- regression model
- wind turbine
- generalization bounds
- hybrid model
- support vector machine
- feature space
- long term
- support vector classification
- kernel matrix
- power plant
- high dimensional
- generalization ability
- forecasting model
- pattern recognition