Data-driven optimal control of wind turbines using reinforcement learning with function approximation
Shenglin Peng, Qianmei Feng
Topics & Concepts
Reinforcement learningMarkov decision processMathematical optimizationCurse of dimensionalityWind powerControl theory (sociology)Optimal controlComputer scienceDiscretizationFunction approximationDynamic programmingControl variableState variableMarkov processControl (management)Artificial intelligenceMachine learningMathematicsEngineeringArtificial neural networkStatisticsThermodynamicsElectrical engineeringPhysicsMathematical analysisWind Turbine Control SystemsWind Energy Research and DevelopmentEnergy Load and Power Forecasting