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Experimental investigation of variational mode decomposition and deep learning for short-term multi-horizon residential electric load forecasting

Mohamed Aymane Ahajjam, Daniel Bonilla Licea, Mounir Ghogho, Abdellatif Kobbane

2022Applied Energy53 citationsDOI

Topics & Concepts

ElectricityMode (computer interface)DecompositionDeep learningComputer scienceConsumption (sociology)Term (time)Energy consumptionSequence (biology)Decomposition method (queueing theory)Artificial intelligenceMathematical optimizationIndustrial engineeringEconometricsEngineeringEconomicsMathematicsStatisticsElectrical engineeringQuantum mechanicsPhysicsOperating systemSociologyGeneticsSocial scienceBiologyEcologyEnergy Load and Power ForecastingSmart Grid Energy ManagementImage and Signal Denoising Methods
Experimental investigation of variational mode decomposition and deep learning for short-term multi-horizon residential electric load forecasting | Litcius