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Real-time rotor effective wind speed estimation using Gaussian process regression and Kalman filtering

Wai Hou Lio, Ang Li, Fanzhong Meng

2021Renewable Energy65 citationsDOI

Topics & Concepts

Wind speedEstimatorTurbineKalman filterKrigingWind powerControl theory (sociology)Rotor (electric)Computer scienceBenchmark (surveying)GaussianGaussian processInflowEngineeringMathematicsStatisticsMeteorologyArtificial intelligenceMachine learningPhysicsControl (management)Mechanical engineeringElectrical engineeringGeodesyQuantum mechanicsGeographyWind Energy Research and DevelopmentEnergy Load and Power ForecastingWind Turbine Control Systems
Real-time rotor effective wind speed estimation using Gaussian process regression and Kalman filtering | Litcius