A novel dynamic ensemble of numerical weather prediction for multi-step wind speed forecasting with deep reinforcement learning and error sequence modeling
Jing Zhao, Yiyi Guo, Yihua Lin, Zhiyuan Zhao, Zhenhai Guo, Zhenhai Guo
Topics & Concepts
Numerical weather predictionReinforcement learningEnsemble forecastingComputer scienceEnsemble learningNorth American Mesoscale ModelMarkov decision processSequence (biology)Data assimilationWind power forecastingArtificial intelligenceGlobal Forecast SystemWind speedWeather forecastingMarkov processMeteorologyPower (physics)Electric power systemMathematicsStatisticsGeneticsQuantum mechanicsBiologyPhysicsEnergy Load and Power ForecastingMeteorological Phenomena and SimulationsElectric Power System Optimization