Two-stage short-term wind power probabilistic prediction using natural gradient boosting combined with neural network
Siyi Zhang, Mingbo Liu, Min Xie, Shunjiang Lin
Topics & Concepts
Gradient boostingProbabilistic logicComputer scienceArtificial neural networkMean squared errorBoosting (machine learning)Prediction intervalWind powerProbabilistic forecastingWind speedProbabilistic neural networkStatistical modelStatisticsArtificial intelligenceMachine learningMathematicsRandom forestMeteorologyEngineeringElectrical engineeringTime delay neural networkPhysicsEnergy Load and Power ForecastingElectric Power System OptimizationSolar Radiation and Photovoltaics