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A short-term electric load forecast method based on improved sequence-to-sequence GRU with adaptive temporal dependence

Dan Li, Guangfan Sun, Shuwei Miao, Yingzhong Gu, Yuanhang Zhang, Shuai He

2021International Journal of Electrical Power & Energy Systems86 citationsDOI

Topics & Concepts

Computer scienceSequence (biology)AlgorithmAutocorrelationTerm (time)Categorical variableSineRobustness (evolution)Trigonometric functionsMathematicsStatisticsMachine learningGeometryChemistryQuantum mechanicsGeneBiologyPhysicsGeneticsBiochemistryEnergy Load and Power ForecastingGrey System Theory ApplicationsImage and Signal Denoising Methods
A short-term electric load forecast method based on improved sequence-to-sequence GRU with adaptive temporal dependence | Litcius