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Probabilistic forecasting method for mid-term hourly load time series based on an improved temporal fusion transformer model

Dan Li, Ya Tan, Yuanhang Zhang, Shuwei Miao, Shuai He

2022International Journal of Electrical Power & Energy Systems90 citationsDOI

Topics & Concepts

Probabilistic forecastingQuantileProbabilistic logicComputer scienceUnivariateTerm (time)Prediction intervalTime pointGridTransformerStatisticsMathematicsArtificial intelligenceMachine learningEngineeringAestheticsMultivariate statisticsElectrical engineeringQuantum mechanicsGeometryPhysicsPhilosophyVoltageEnergy Load and Power ForecastingGrey System Theory ApplicationsForecasting Techniques and Applications
Probabilistic forecasting method for mid-term hourly load time series based on an improved temporal fusion transformer model | Litcius