Hourly stepwise forecasting for solar irradiance using integrated hybrid models CNN-LSTM-MLP combined with error correction and VMD
Jun Liu, Xiaoqiao Huang, Qiong Li, Zaiqing Chen, Gang Liu, Yonghang Tai
Topics & Concepts
Solar irradianceIrradianceComputer scienceRobustness (evolution)Mean squared errorGeneralizationMean squared prediction errorAlgorithmMathematicsMeteorologyStatisticsPhysicsChemistryBiochemistryMathematical analysisGeneQuantum mechanicsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingGrey System Theory Applications