Regional wind power probabilistic forecasting based on an improved kernel density estimation, regular vine copulas, and ensemble learning
Weichao Dong, Hexu Sun, Jianxin Tan, Zheng Li, Jingxuan Zhang, Huifang Yang
Topics & Concepts
Kernel density estimationProbabilistic logicProbabilistic forecastingWind powerProbability density functionJoint probability distributionComputer scienceVine copulaMarginal distributionBoosting (machine learning)Benchmark (surveying)Artificial intelligenceData miningMachine learningMathematicsEngineeringStatisticsMultivariate statisticsRandom variableGeographyEstimatorGeodesyElectrical engineeringEnergy Load and Power ForecastingElectric Power System OptimizationIntegrated Energy Systems Optimization