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A novel hybrid ensemble approach for wind speed forecasting with dual-stage decomposition strategy using optimized GRU and transformer models

Sajid Ullah, Xi Chen, Han Han, Junhao Wu, Jinghan Dong, Ruiqing Liu, Weijie Ding, Min Liu, Qingli Li, Honggang Qi, Yonggui Huang, Philip L. H. Yu

2025Energy23 citationsDOI

Topics & Concepts

Dual (grammatical number)TransformerDecompositionComputer scienceEngineeringElectrical engineeringVoltageChemistryLiteratureArtOrganic chemistryEnergy Load and Power ForecastingElectric Power System OptimizationMachine Fault Diagnosis Techniques
A novel hybrid ensemble approach for wind speed forecasting with dual-stage decomposition strategy using optimized GRU and transformer models | Litcius