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何冠楠
助理教授,研究员,博士生导师
电子邮箱:gnhe at pku dot edu dot cn
工作经历:
2021/09-至 今 助理教授 新葡萄8883国际官网工业工程与管理系,新葡萄8883国际官网大数据分析与应用技术国家工程实验室
2019/09-2021/08 博士后 麻省理新葡萄8883国际官网 MIT Energy Initiative
教育经历:
2016/08-2019/08 博士,美国卡耐基梅隆大学,工程与公共政策系
2014/08-2016/07 硕士,清华大学电机工程与应用电子技术系
2010/08-2014/07 学士,清华大学电机工程与应用电子技术系,经济与管理学院(第二学位)
研究领域:
低碳能源数智化,能源大数据,能源系统优化,智能电网,电化学能源,能源经济与政策
主要荣誉:
2024 IEEE PES Prize Paper Award
2024年国际工业与系统工程师学会能源系统杰出青年科学家奖
2022日内瓦国际发明特别展金奖
MIT Energy Fellow, Massachusetts Institute of Technology, 2021
招聘信息:
本课题组长期招收本科生、硕士/博士研究生、博士后、研究助理,诚挚欢迎有扎实数理基础、对低碳智慧能源感兴趣的同学加入团队。
部分论文列表:


†Equal contribution, *Corresponding author

1.  R. Liu†, G. He†*, X. Wang, D. Mallapragada, H. Zhao, Y. Shao-Horn*, and B. Jiang*, "A cross-scale energy optimization framework for evaluating the flexibility values of electric vehicles”, Nature Communications, 15(1), 280 (2024).

2.  J. Zhang†, Y. Wang†, B. Jiang†, H. He, S. Huang, C. Wang, Y. Zhang, X. Han, D. Guo, G. He*, and M. Ouyang*, "Realistic fault detection of li-ion battery via dynamical deep learning," Nature Communications, 14(1), 5940 (2023). (Editors’ Highlight)

3.  J. Wang†, L. Chen†, Z. Tan, E. Du, N. Liu, J. Ma, M. Sun, C. Li, J. Song, X. Lu*, C. W. Tan*, and G. He*, "Inherent spatiotemporal uncertainty of renewable power in China," Nature Communications, 14(1), 5379 (2023).

4.  Y. Zhang, V. Cheng, D. Mallapragada, J. Song, and G. He*, "A model-adaptive clustering-based time aggregation method for low-carbon energy system optimization," IEEE Transactions on Sustainable Energy, 14(1), 55-64 (2022).

5.  G. He, J. Michalek, S. Kar, Q. Chen, D. Zhang*, and J. F. Whitacre*, "Utility-Scale Portable Energy Storage Systems," Joule, 5, 379-392 (2021).

6.  G. He*, D. S. Mallapragada, A. Bose, C. F. Heuberger, and E. Gençer, "Hydrogen Supply Chain Planning with Flexible Transmission and Storage Scheduling," IEEE Transactions on Sustainable Energy, 12, 1730-1740 (2021). (2024 IEEE PES Prize Paper Award)

7.  G. He*, D. S. Mallapragada, A. Bose, C. F. Heuberger, and E. Gençer, "Sector coupling via hydrogen to lower the cost of energy system decarbonization," Energy & Environmental Science, 14, 4635-4646 (2021).

8.  G. He*, S. Kar, J. Mohammadi, P. Moutis, and J. F. Whitacre, "Power System Dispatch with Marginal Degradation Cost of Battery Storage,” IEEE Transactions on Power Systems, 36, 3552-3562 (2021).

9.  G. He, Q. Chen, P. Moutis, S. Kar, and J. F. Whitacre*, "An Intertemporal Decision Framework for Electrochemical Energy Storage Management," Nature Energy, 3, 404-412 (2018).

10.G. He, Q. Chen, C. Kang, P. Pinson, and Q. Xia, "Optimal Bidding Strategy of Battery Storage in Power Markets Considering Performance-Based Regulation and Battery Cycle Life,” IEEE Transactions on Smart Grid, 7, 2359–2367 (2016).