Ultra-short-term exogenous forecasting of photovoltaic power production using genetically optimized non-linear auto-regressive recurrent neural networks
Muhammed A. Hassan, Nadjem Bailek, Kada Bouchouicha, Samuel Chukwujindu Nwokolo
Topics & Concepts
Photovoltaic systemNonlinear autoregressive exogenous modelArtificial neural networkTime horizonComputer scienceAutoregressive modelTerm (time)Electric power systemRecurrent neural networkElectricity generationPower (physics)EconometricsMathematical optimizationEngineeringArtificial intelligenceMathematicsQuantum mechanicsElectrical engineeringPhysicsSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesEnergy Load and Power Forecasting