A novel hybrid approach based on variational heteroscedastic Gaussian process regression for multi-step ahead wind speed forecasting
Chu Zhang, Tian Peng, Muhammad Shahzad Nazir
Topics & Concepts
HeteroscedasticityWind speedProbabilistic forecastingKrigingGaussian processNoise (video)Computer scienceGaussianTime seriesAutoregressive modelMathematical optimizationApplied mathematicsMathematicsArtificial intelligenceEconometricsMachine learningProbabilistic logicMeteorologyPhysicsQuantum mechanicsImage (mathematics)Energy Load and Power ForecastingMachine Fault Diagnosis TechniquesGrey System Theory Applications