Greedy compensatory agent based day-ahead photovoltaic power forecasting with a simplified deep Q-network
Zhan Cong, Yuntian Chen, Zhongzheng Wang, Jingchuan Deng, He Chen, Shuang Zhan, Dongxiao Zhang
Topics & Concepts
Photovoltaic systemComputer scienceSolar irradiancePower (physics)Multilayer perceptronVariable (mathematics)Electric power systemControl theory (sociology)Solar powerElectricity generationReinforcement learningEnergy managementWeather forecastingEngineeringArtificial neural networkArtificial intelligenceSolar energyState variableMaximum power point trackingEnergy (signal processing)Reduction (mathematics)PerceptronPoint (geometry)IrradianceControl engineeringMathematical optimizationProbabilistic forecastingElectric powerSimulationMaximum power principleRenewable energyPower stationSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques