Use of physics to improve solar forecast: Part II, machine learning and model interpretability
Weijia Liu, Yangang Liu, Tao Zhang, Yongxiang Han, Xin Zhou, Yu Xie, Shinjae Yoo
Topics & Concepts
InterpretabilityHierarchyMachine learningAutoregressive integrated moving averageIrradianceComputer scienceArtificial intelligenceAtmospheric physicsCLARITYPersistence (discontinuity)Solar irradianceMeteorologyTime seriesPhysicsAtmosphere (unit)EngineeringBiologyOpticsMarket economyBiochemistryGeotechnical engineeringEconomicsSolar Radiation and PhotovoltaicsClimate variability and modelsMeteorological Phenomena and Simulations