Ocean wave power flux forecasting using a stacking ensemble of LSTM and LightGBM
Mie Wang, Feixiang Ying, Jian Jia
Topics & Concepts
Mean squared errorBuoyGradient boostingStackingAlgorithmPredictabilityLinear regressionFlux (metallurgy)MathematicsWave powerComputer scienceCorrelation coefficientSignificant wave heightEnsemble learningRegressionWind waveEnsemble forecastingPower (physics)Reduction (mathematics)StatisticsWave heightStandard deviationEnergy fluxArtificial intelligenceRemote sensingBoosting (machine learning)Forcing (mathematics)Support vector machineMeteorologyOceanographic and Atmospheric ProcessesEnergy Load and Power ForecastingOcean Waves and Remote Sensing