Refined offshore wind speed prediction: Leveraging a two-layer decomposition technique, gated recurrent unit, and kernel density estimation for precise point and interval forecasts
Mie Wang, Feixiang Ying, Qianru Nan
Topics & Concepts
Computer scienceInterval (graph theory)Offshore wind powerKernel (algebra)Kernel density estimationPoint estimationLayer (electronics)Interval estimationPoint (geometry)DecompositionAlgorithmArtificial intelligenceReal-time computingWind powerStatisticsConfidence intervalMathematicsGeometryEstimatorOrganic chemistryBiologyEcologyCombinatoricsChemistryElectrical engineeringEngineeringEnergy Load and Power ForecastingMeteorological Phenomena and SimulationsWind Energy Research and Development