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Using machine learning algorithm to predict lighting energy consumption of daylight-linked lighting systems from spatial daylight autonomy

Yu Bian, Zhou Yuan, Shiying Yang, Dandan Lin, Yuan Ma

2025Energy and Buildings14 citationsDOI

Topics & Concepts

DaylightEnergy consumptionArtificial lightComputer scienceEnergy (signal processing)DaylightingSmart lightingArtificial intelligenceAlgorithmArchitectural engineeringSimulationEngineeringMathematicsOpticsElectrical engineeringPhysicsIlluminanceStatisticsBuilding Energy and Comfort OptimizationImpact of Light on Environment and HealthColor Science and Applications
Using machine learning algorithm to predict lighting energy consumption of daylight-linked lighting systems from spatial daylight autonomy | Litcius