Deciphering the nonlinear and synergistic role of building energy variables in shaping carbon emissions: A LightGBM- SHAP framework in office buildings
Congyue Zhou, Zhu Wang, Xuanli Wang, Rui Guo, Zhao Zhang, Xingwei Xiang, Yiqun Wu
Topics & Concepts
Architectural engineeringNonlinear systemGreenhouse gasEnvironmental scienceCarbon fibersEnergy (signal processing)EngineeringCivil engineeringComputer scienceMathematicsStatisticsPhysicsGeologyAlgorithmComposite numberOceanographyQuantum mechanicsBuilding Energy and Comfort OptimizationEnvironmental Impact and SustainabilityEnergy Efficiency and Management