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Learning global and local features of power load series through transformer and 2D-CNN: An image-based multi-step forecasting approach incorporating phase space reconstruction

Zihan Tang, Tianyao Ji, Tianyao Ji, Yunlin Huang, Wenhu Tang, Wenhu Tang

2024Applied Energy18 citationsDOI

Topics & Concepts

TransformerThree-phasePhase spaceSeries (stratigraphy)Artificial intelligenceImage (mathematics)Computer sciencePattern recognition (psychology)EngineeringElectrical engineeringVoltagePhysicsPaleontologyThermodynamicsBiologyEnergy Load and Power ForecastingImage and Signal Denoising MethodsAdvanced Image Fusion Techniques
Learning global and local features of power load series through transformer and 2D-CNN: An image-based multi-step forecasting approach incorporating phase space reconstruction | Litcius