Gradient boosting-based approach for short- and medium-term wind turbine output power prediction
Robert Adam Sobolewski, Medane A. Tchakorom, Raphaël Couturier
Topics & Concepts
Wind powerComputer scienceTurbineGradient boostingBoosting (machine learning)PreprocessorData pre-processingElectric power systemPredictive modellingMachine learningWind speedRandom forestArtificial intelligencePower (physics)Data miningEngineeringMeteorologyMechanical engineeringPhysicsElectrical engineeringQuantum mechanicsEnergy Load and Power ForecastingIntegrated Energy Systems OptimizationWind Energy Research and Development