A novel probabilistic short-term wind energy forecasting model based on an improved kernel density estimation
Jiansheng Guan, Jiansheng Guan, Jie Lin, JianJie Guan, JianJie Guan, Elham Mokaramian
Topics & Concepts
Wind powerKernel density estimationComputer scienceProbabilistic forecastingProbabilistic logicReliability (semiconductor)Term (time)Wind speedRenewable energyKernel (algebra)Wind power forecastingProbability density functionTurbineMathematical optimizationStatistical modelSample (material)Electric power systemPower (physics)Machine learningArtificial intelligenceMathematicsStatisticsEngineeringMeteorologyQuantum mechanicsElectrical engineeringPhysicsMechanical engineeringCombinatoricsChromatographyChemistryEstimatorEnergy Load and Power ForecastingElectric Power System OptimizationWind Energy Research and Development