Collective large-scale wind farm multivariate power output control based on hierarchical communication multi-agent proximal policy optimization
Yubao Zhang, Yonghong Cheng, Sumei Gong, Jiehao Chen
Topics & Concepts
Wind powerTurbineMaximizationRenewable energyModel predictive controlMultivariate statisticsWind speedComputer sciencePower (physics)Scale (ratio)Power optimizerControl theory (sociology)EngineeringControl (management)Mathematical optimizationArtificial intelligenceMaximum power point trackingMachine learningMeteorologyElectrical engineeringMathematicsAerospace engineeringVoltageQuantum mechanicsInverterPhysicsWind Energy Research and DevelopmentWind Turbine Control SystemsEnergy Load and Power Forecasting