# Deciphering the Nonlinear and Synergistic Role of Building Energy Variables in Shaping Carbon Emissions: A Lightgbm-Shap Framework in Office Buildings

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/deciphering-the-nonlinear-and-synergistic-role-of-building-energy-variables-in/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Congyue Zhou,Zhu Wang,Xuanli Wang,Rui Guo,Zhao Zhang,Xingwei Xiang,Yiqun Wu |
| Citations | 4 |
| DOI | 10.2139/ssrn.4814517 |
| Fields | Energy,Engineering |
| Open Access | true |
| OA Status | green |
| OA URL | https://doi.org/10.2139/ssrn.4814517 |
| OpenAlex ID | https://openalex.org/W4396594047 |
| Type | preprint |
| Year | 2024 |

## Paper authors

- [Congyue Zhou](https://scholariq.org/researchers/congyue-zhou/)

## Paper journal

- [SSRN Electronic Journal](https://scholariq.org/journals/ssrn-electronic-journal/)

## Paper primary topic

- [Building Energy and Comfort Optimization](https://scholariq.org/topics/building-energy-and-comfort-optimization/)

## Paper topics

- [Building Energy and Comfort Optimization](https://scholariq.org/topics/building-energy-and-comfort-optimization/)
- [Energy Efficiency and Management](https://scholariq.org/topics/energy-efficiency-and-management/)
- [Energy Load and Power Forecasting](https://scholariq.org/topics/energy-load-and-power-forecasting/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.