Prediction of wind turbines power with physics-informed neural networks and evidential uncertainty quantification
Alfonso Gijón, Ainhoa Pujana-Goitia, E. Perea, Miguel Molina-Solana, Juan Gómez‐Romero
Topics & Concepts
Computer scienceWind powerRobustness (evolution)Artificial neural networkTurbineUncertainty quantificationWind power forecastingScalabilityPrediction intervalConsistency (knowledge bases)Power (physics)Wind speedData miningArtificial intelligenceMachine learningPredictive modellingElectric power systemData consistencyReplicateEnergy (signal processing)Efficient energy useData modelingCoherence (philosophical gambling strategy)Uncertainty analysisDeep learningDecision treeWind Energy Research and DevelopmentEnergy Load and Power ForecastingMachine Fault Diagnosis Techniques