Spatio-temporal photovolatic power forecasting via Bayesian-optimized dynamic graph convolutional networks with temporal convolutional networks
Xinyu Wang, Man Hu, Xiaoyuan Luo, Xinping Guan
Topics & Concepts
Computer scienceAdaptabilityExploitHyperparameterPhotovoltaic systemGraphMean absolute percentage errorComponent (thermodynamics)Data miningArtificial intelligenceMachine learningIntermittencyMean squared errorConvolutional neural networkDeep learningHyperparameter optimizationRenewable energyGridInterpretabilityData modelingPower (physics)Electricity generationPredictive modellingAlgorithmSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingOptimal Power Flow Distribution