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Short-term wind power prediction based on two-layer decomposition and BiTCN-BiLSTM-attention model

Dongdong Zhang, Baian Chen, Hongyu Zhu, Hui Hwang Goh, Yunxuan Dong, Thomas Wu

2023Energy145 citationsDOI

Topics & Concepts

Hilbert–Huang transformWind powerMean squared errorWind speedRandomnessWind power forecastingSeries (stratigraphy)Computer scienceAlgorithmTime seriesCorrelation coefficientMathematicsElectric power systemStatisticsPower (physics)MeteorologyEnergy (signal processing)EngineeringPhysicsBiologyQuantum mechanicsPaleontologyElectrical engineeringEnergy Load and Power ForecastingSmart Grid and Power SystemsPower Systems and Renewable Energy
Short-term wind power prediction based on two-layer decomposition and BiTCN-BiLSTM-attention model | Litcius