Gaussian processes with logistic mean function for modeling wind turbine power curves
Gustavo C.M. Virgolino, César Mattos, José Augusto Fontenele Magalhães, Guilherme A. Barreto
Topics & Concepts
Probabilistic logicWind powerOverfittingTurbineGaussian processHyperparameterKrigingWind speedExtrapolationComputer scienceParametric statisticsParametric modelCurve fittingGaussianWind power forecastingElectric power systemMachine learningArtificial intelligencePower (physics)MathematicsEngineeringStatisticsArtificial neural networkMeteorologyMechanical engineeringPhysicsQuantum mechanicsElectrical engineeringEnergy Load and Power ForecastingWind Energy Research and DevelopmentEnergy, Environment, and Transportation Policies