A multi-step ahead global solar radiation prediction method using an attention-based transformer model with an interpretable mechanism
Yong Zhou, Yizhuo Li, Dengjia Wang, Yanfeng Liu
Topics & Concepts
Mean squared errorComputer scienceTransformerRadiationTime seriesAlgorithmMachine learningStatisticsPhysicsMathematicsOpticsVoltageQuantum mechanicsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques