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A novel framework for ultra-short-term interval wind power prediction based on RF-WOA-VMD and BiGRU optimized by the attention mechanism

Min Yu, Dongxiao Niu, Tian Gao, Keke Wang, Lijie Sun, Mingyu Li, Xiaomin Xu

2023Energy216 citationsDOI

Topics & Concepts

Computer scienceWind powerRenewable energyRandomnessTerm (time)AlgorithmSimulationEngineeringMathematicsStatisticsElectrical engineeringPhysicsQuantum mechanicsEnergy Load and Power ForecastingElectric Power System OptimizationIntegrated Energy Systems Optimization
A novel framework for ultra-short-term interval wind power prediction based on RF-WOA-VMD and BiGRU optimized by the attention mechanism | Litcius