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Short term electricity price forecasting using a new hybrid model based on two-layer decomposition technique and ensemble learning

Tingting Zhang, Zhenpeng Tang, Junchuan Wu, Xiaoxu Du, Kaijie Chen

2022Electric Power Systems Research60 citationsDOI

Topics & Concepts

Electricity price forecastingExtreme learning machineResidualHilbert–Huang transformTerm (time)Computer scienceElectricity marketDecompositionElectricityEnsemble learningEnsemble forecastingVolatility (finance)ModalArtificial intelligenceMachine learningAlgorithmEconometricsArtificial neural networkEngineeringMathematicsEcologyChemistryBiologyQuantum mechanicsElectrical engineeringPolymer chemistryFilter (signal processing)PhysicsComputer visionEnergy Load and Power ForecastingMachine Learning and ELMElectric Power System Optimization
Short term electricity price forecasting using a new hybrid model based on two-layer decomposition technique and ensemble learning | Litcius