杨煜洁----中国科学院广州能源研究所

人才队伍

专家人才库

姓名:	杨煜洁	性别:	男
职务:		职称:	副研究员
通讯地址:	广州市天河区能源路2号
邮政编码:	510640	电子邮件:

简历：

曾在南丹麦大学从事博士后研究工作，于奥胡斯大学获得博士学位。主要从事能源系统建模、优化控制与低碳能源技术研究，围绕机理模型与数据驱动方法融合、多目标优化调控等方向开展系统性工作。

在研究过程中，围绕多源计量数据的采集、处理与分析，建立了较为完善的数据分析与建模方法体系，能够熟练运用 Python、R 和 MATLAB 等工具开展相关研究。相关工作聚焦于提升能源系统运行效率与降低碳排放，在区域供热、热泵系统及建筑能源系统等领域具有一定研究基础与工程实践经验。

长期关注可持续能源发展与能源系统低碳转型问题，对建筑能源体系及其运行机制具有较深入理解，相关研究为能源系统优化与实际工程应用提供了有价值的理论与方法支撑。

研究领域：
	建筑节能，辐射制冷，数字孪生，智能控制

社会任职：

获奖及荣誉：

代表论著：

1. Zhang, C., Fan, L., Yang, Y., Tan, Y., 2020. An extended sequential limit analysis based on moving coordinates for pressurized spherical cap membranes with large shape change. Applied Mathematical Modelling 81, 752–767. https://doi.org/10.1016/j.apm.2020.01.023

2. Zhang, C., Yang, Y.*, Fan, L., Huang, X., 2020. Numerical study on operating characteristics of self-driven total heat recovery system for wet-hot flue gas. Applied Thermal Engineering 173, 115223. https://doi.org/10.1016/j.applthermaleng.2020.115223

3. Yang, Y., Zhang, G., Rong, L., 2022. Impact of cloud and total column water vapor on annual performance of passive daytime radiative cooler. Energy Conversion and Management 273, 116420. https://doi.org/10.1016/j.enconman.2022.116420

4. Zhang, C., Huang, X., Huang, H., Yang, Y., 2022. Numerical study on operating characteristics of direct-fired ejector air source heat pump. Applied Thermal Engineering 203, 117853. https://doi.org/10.1016/j.applthermaleng.2021.117853

5. Yang, Y., Zhang, G., Rong, L., 2024. Assessing energy saving potential of wavelength-dependent passive daytime radiative cooler implemented with Energy Plus by a roof model. Heliyon 10, e26428. https://doi.org/10.1016/j.heliyon.2024.e26428

6. Yang, Y., Zhang, G., Rong, L., 2022. Impact of cloud and total column water vapor on annual performance of passive daytime radiative cooler. Energy Conversion and Management 273, 116420. https://doi.org/10.1016/j.enconman.2022.116420

7. Yang, Y., Zhang, G., Rong, L., 2024. Temperature adaptive passive daytime radiative cooling: The impact of their essential properties on energy performance of different building types. Energy and Buildings 325, 114955. https://doi.org/10.1016/j.enbuild.2024.114955

8. Yang, Y., Jradi, M., 2025. Adaptive Grey-Box Modelling for Energy-Efficient Building Retrofits: Case Studies in Denmark. Sustainability 17, 1702. https://doi.org/10.3390/su17041702

9. Yang, Y., Bjørnskov, J., Jradi, M., 2025. Optimizing HVAC systems with model predictive control: integrating ontology-based semantic models for energy efficiency and comfort. Front. Energy Res. 13, 1542107. https://doi.org/10.3389/fenrg.2025.1542107

10. Yang, Y., Jradi, M., 2025. Multi-objective optimization for balancing CO₂ emissions and thermal comfort in a central heat pump system: A case study of a Danish office building. Energy and Buildings 342, 115870. https://doi.org/10.1016/j.enbuild.2025.115870

承担科研项目情况：

DanRETwin：一种用于丹麦建筑存量最优节能改造决策与脱碳的数字孪生解决方案（DanRETwin: A Digital Twin solution for optimal energy retrofit decision-making and decarbonization of the Danish building stock），2023年4月~2026年4月 660 万，丹麦能源署Energy Technology Development and Demonstration Program项目，参与。

Twin4Build：面向建筑全生命周期决策支持的整体化数字孪生平台（Twin4Build: A holistic Digital Twin platform for decision-making support over the whole building life cycle），2021年10月~2024年9月，1,200万，丹麦能源署Energy Technology Development and Demonstration Program项目，参与。

丹麦参与国际能源署第83号附录（Danish participation in IEA Annex 83 – Positive Energy Districts），2020年6月~2024年6月，460万，丹麦能源署Energy Technology Development and Demonstration Program项目，参与。