An artificial neural network-based forecasting model of energy-related time series for electrical grid management
Annalisa Di Piazza, Maria Carmela Di Piazza, Giuseppe La Tona, Massimiliano Luna
Topics & Concepts
Computer scienceArtificial neural networkAutoregressive modelNonlinear autoregressive exogenous modelTime horizonTime seriesAutoregressive integrated moving averageRange (aeronautics)Wind powerEnergy managementGridElectric powerTerm (time)Electric power systemPower (physics)Artificial intelligenceEnergy (signal processing)Mathematical optimizationMachine learningEconometricsEngineeringMathematicsQuantum mechanicsAerospace engineeringGeometryStatisticsPhysicsElectrical engineeringEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsGrey System Theory Applications