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Short-term multi-step wind power prediction model based on Pt-Transformer neural network integrating spatio-temporal feature and sparse attention

Zhiyan Zhang, Zhenyang Sun, Xianghui Guo, Ruipeng Guo, Xiaoliang Yang, Pengju Yang

2025Electric Power Systems Research12 citationsDOI

Topics & Concepts

Artificial neural networkTerm (time)Feature (linguistics)TransformerComputer scienceArtificial intelligenceWind powerPattern recognition (psychology)EngineeringVoltageElectrical engineeringPhysicsQuantum mechanicsPhilosophyLinguisticsEnergy Load and Power ForecastingSmart Grid and Power SystemsPower Systems and Renewable Energy
Short-term multi-step wind power prediction model based on Pt-Transformer neural network integrating spatio-temporal feature and sparse attention | Litcius