Deep learning-driven heat load prediction: Investigating the impacts of optimizer and learning rate scheduler strategies
Junda Zhu, Junhong Yang, Mengbo Peng, Xinyue Liang, Chaoran Ben
Topics & Concepts
RandomnessHyperparameterStability (learning theory)Computer scienceMean absolute percentage errorArtificial intelligenceMean squared errorMachine learningDeep learningNonlinear systemScheduling (production processes)Complex systemTraining (meteorology)Heat loadSimulationMathematical optimizationWord error rateEnergy Load and Power ForecastingIntegrated Energy Systems OptimizationBuilding Energy and Comfort Optimization