Sliding window approach with first-order differencing for very short-term solar irradiance forecasting using deep learning models
Ankit Bhatt, Weerakorn Ongsakul, Nimal Madhu M., Jai Govind Singh
Topics & Concepts
Mean absolute percentage errorMean squared errorSliding window protocolComputer sciencePrediction intervalTerm (time)Artificial neural networkSolar irradianceConvolutional neural networkDeep learningIrradianceIntermittencyStatisticsArtificial intelligenceAlgorithmMathematicsMachine learningWindow (computing)MeteorologyQuantum mechanicsPhysicsOperating systemTurbulenceSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques