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A hybrid forecasting method for cooling load in large public buildings based on improved long short term memory

Zongyi Liu, Junqi Yu, Chunyong Feng, Yucong Su, Jun-Wei Dai, Yufei Chen

2023Journal of Building Engineering39 citationsDOI

Topics & Concepts

Cooling loadMean squared errorComputer scienceRandom forestSparrowMean absolute percentage errorGeneralizationArtificial neural networkWind speedTerm (time)SimulationAir conditioningMachine learningMeteorologyStatisticsEngineeringMathematicsMechanical engineeringEcologyBiologyQuantum mechanicsPhysicsMathematical analysisEnergy Load and Power ForecastingBuilding Energy and Comfort OptimizationAir Quality Monitoring and Forecasting
A hybrid forecasting method for cooling load in large public buildings based on improved long short term memory | Litcius