Dynamic-parameter physics-informed neural networks for short-term photovoltaic power prediction: Integrating physics-informed and data driven
Weiru Wang, Hanyang Guo, Shaofeng Liu, Yechun Xin, Guoqing Li, Yanxu Wang
Topics & Concepts
Mean squared errorPhotovoltaic systemArtificial neural networkComputer scienceData-drivenCluster analysisRenewable energyOversamplingPower (physics)Numerical weather predictionAlgorithmControl theory (sociology)Quantization (signal processing)Constraint (computer-aided design)MathematicsMathematical optimizationMultilayer perceptronWind powerSample (material)Sample size determinationElectricity generationWeather forecastingBoosting (machine learning)SimulationSilhouetteWind speedSupport vector machineSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesEnergy Load and Power Forecasting