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Environmental and energy performance analyses of HVAC systems in office buildings using boosted ensembled regression trees: Machine learning strategy for energy saving of air conditioning and lighting facilities

Ashraf M. Zaki, Mohamed E. Zayed, Mohamed H. S. Bargal, Ahmed Saif, Huanxin Chen, Shafiqur Rehman, Luai M. Alhems, El-Sadek H. NourEldeen

2025Process Safety and Environmental Protection27 citationsDOI

Topics & Concepts

HVACAir conditioningEnergy (signal processing)Architectural engineeringEngineeringRegression analysisAutomotive engineeringEnvironmental scienceComputer scienceMachine learningMechanical engineeringStatisticsMathematicsBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting
Environmental and energy performance analyses of HVAC systems in office buildings using boosted ensembled regression trees: Machine learning strategy for energy saving of air conditioning and lighting facilities | Litcius