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Cooling load disaggregation using a NILM method based on random forest for smart buildings

Ziwei Xiao, Wenjie Gang, Jiaqi Yuan, Ying Zhang, Cheng Fan

2021Sustainable Cities and Society48 citationsDOI

Topics & Concepts

Cooling loadEstimatorRandom forestRoot mean squareMean squared errorComputer sciencePeak loadEnergy (signal processing)Feature (linguistics)SimulationEnvironmental scienceEngineeringAutomotive engineeringStatisticsMathematicsArtificial intelligenceAir conditioningMechanical engineeringElectrical engineeringPhilosophyLinguisticsSmart Grid Energy ManagementBuilding Energy and Comfort OptimizationEnergy Load and Power Forecasting
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