Short-term global horizontal irradiance forecasting based on a hybrid CNN-LSTM model with spatiotemporal correlations
Haixiang Zang, Ling Liu, Li Sun, Lilin Cheng, Zhinong Wei, Guoqiang Sun
Topics & Concepts
IrradianceComputer scienceBenchmark (surveying)Term (time)Convolutional neural networkGeneralizationSolar irradianceArtificial intelligenceArtificial neural networkDeep learningPhotovoltaic systemPattern recognition (psychology)Data miningMeteorologyCartographyGeographyMathematicsEngineeringMathematical analysisPhysicsQuantum mechanicsElectrical engineeringSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques