Short-term electric load forecasting using an EMD-BI-LSTM approach for smart grid energy management system
Nada Mounir, Hamid Ouadi, Ismael Jrhilifa
Topics & Concepts
Hilbert–Huang transformComputer scienceSmart gridElectricityPreprocessorMode (computer interface)Time seriesProbabilistic forecastingNonlinear systemTerm (time)Autoregressive integrated moving averageData pre-processingElectricity generationElectrical loadComponent (thermodynamics)Data miningArtificial intelligencePower (physics)Machine learningEngineeringProbabilistic logicFilter (signal processing)Electrical engineeringOperating systemQuantum mechanicsPhysicsThermodynamicsComputer visionEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsStock Market Forecasting Methods