专职教师

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姓名:孟凡琳

联系电话:010-62771131

邮箱:fmeng@tsinghua.edu.cn

办公地址:华业大厦2504

个人主页:https://www.env.tsinghua.edu.cn/info/1271/7687.htm

研究领域: 流域复杂系统模拟、流域污染物排放精准管控、韧性水系统管理

教师简介

教育经历

2012.6-2016.1,英国埃克塞特大学工程系,获工程博士学位。

2009.9-2012.7,清华大学环境学院,获环境工程硕士学位。

2005.9-2009.7,山东大学环境科学与工程学院,获环境工程学士学位。

工作经历

2022.4至今,清华大学智库中心/环境学院,助理研究员

2016.8-2021.2,英国埃克塞特大学工程系,博士后研究员

【研究领域】

流域韧性管理,包括流域复杂系统模拟、韧性设施、污染排放清单、水质预测与预警、水设施运行优化与实时控制、排污许可管理等。

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代表性成果

【重大项目】

1.绿色小流域构建技术系统与应用示范(2022YFC3203500),国家重点研发计划长江黄河等重点流域水资源与水环境综合治理

2.面向精准管理的流域水环境多源协同调度指挥项目,成都市环境应急指挥保障中心

3.成都市水污染源排放清单,成都市环境保护科学研究院

4.滇池生态环境绿色治理体系研究,清华大学—昆明滇池高原湖泊联合研究中心

5.关于构建长江流域水生态考核指标体系的政策咨询,生态环境部,主要参与人。

【论文】

1. X. Yu, Y. Wu, F. Meng, X. Zhou, S. Liu, Y. Huang, et al. A review of graph and complex network theory in water distribution networks: Mathematical foundation, application and prospects. Water Research. 2024, 253.

2. Y. Huang, Y. Xie, Y. Wu, F. Meng, C. He, H. Zou, et al. Modeling Indirect Greenhouse Gas Emissions Sources from Urban Wastewater Treatment Plants: Integrating Machine Learning Models to Compensate for Sparse Parameters with Abundant Observations. Environmental science & technology. 2023, 57(48): 19860-19870.

3. Y. Huangǂ, F. Mengǂ, S. Liu, S. Sun, K. Smith. China's Enhanced Urban Wastewater Treatment Increases Greenhouse Gas Emissions and Regional Inequality. Water Research. 2022.

4. X. Zhou, S. Liu, W. Xu, K. Xin, Y. Wu, F. Meng. Bridging hydraulics and graph signal processing: A new perspective to estimate water distribution network pressures. Water Research. 2022, 217, 118416.

5. M. Gong, Q. Yuan, Y. Liu, F. Meng, C. Wang, Z. Wei, S. Zhao. How Local Industries Respond to the Emission Permit Regulation: An Agent-Based Modelling Approach. Resources, Conservation and Recycling. 2022, 182, 106280.

6. X. Zhou, S. Liu, W. Xu, K. Xin, Y. Wu, F. Meng. Bridging hydraulics and graph signal processing: A new perspective to estimate water distribution network pressures. Water Research. 2022.

7. J. Li, S. Liu, F. Meng, X. Wu, K. Smith. An efficient constraint-based pruning method to improve chlorine dosage optimization. Journal of Water Resources Planning and Management. 2022.

8. W. Xu, F. Meng, W. Guo, X. Li, G. Fu. Deep reinforcement learning for optimal hydropower reservoir operation. Journal of Water Resources Planning and Management, 2021, 147(8): 04021045.

9. F. Meng, G. Fu, D. Butler. Regulatory implications of integrated real-time control technology under environmental uncertainty. Environmental Science and Technology. 2020, 54(3): 1314-1325.

10. X. Zhan, F. Meng*, S. Liu, G. Fu. Performance indicators for assessing and building resilient water distribution systems. Journal of Water Resources Planning and Management. 2020, 146(12): 06020012.

11. G. Fu, F. Meng*, M. Rivas Casado, R.S. Kalawsky. Towards Integrated Flood Risk and Resilience Management. Water. 2020, 12, 1789.

12. A. Pagani, F. Meng, G. Fu, M. Musolesi, W. Guo. Resilience Assessment of Water Distribution Systems by Trophic Coherence Analysis. Journal of Water Resources Planning and Management. 2020, 146(6): 04020039.

13. S. Ward, F. Meng, S. Bunney, K. Diao and D. Butler. Animating inter-organisational resilience: a social network analysis of water governance in the UK. Heliyon. 2020, 6(10): e05069.

14. D. Paez, Y. Filion, M. Castro-Gama, C. Quintiliani, S. Santopietro, C. Sweetapple, F. Meng et al. The battle of post-disaster response and restoration. Journal of Water Resources Planning and Management. 2020, 146(8): 04020067.

15. X. Zhou, Z. Tang, W. Xu, F. Meng*, X. Chu, K. Xin*, G. Fu. Identification of Burst Location in Water Distribution Networks by Fully-Linear DenseNet. Water Research. 2019, 166, 115058.

16. Y. Wang, F. Meng*, H. Liu, C. Zhang*, G. Fu. Assessing urban drainage catchment scale flood resilience using a grid cell based metric. Water Research. 2019, 163, 114852.

17. N. Masuda and F. Meng. Dynamical stability of water distribution networks. Proceedings of the Royal Society A. 2019, 475: 20190291.

18. D. Joannou, R. Kalawsky, S. Saravi, M. Rivas-Casado, G. Fu, F. Meng. A Model-Based Resilience Methodology for Systems-of-Systems: A Case of Water Supply Resilience to Flooding. Water. 2019, 11, 496.

19. S. Saravi, R. Kalawsky, D. Joannou, M. Rivas-Casado, G. Fu, F. Meng. Use of Artificial Intelligence to Improve Resilience and Preparedness Against Adverse Flood Events. Water. 2019, 11, 973.

20. C. Zhang, W. Ding, Y. Li, F. Meng, and G. Fu. Cost-benefit framework for optimal design of inter-basin water transfer projects. Journal of Water Resources Planning and Management. 2019, 145(5): 04019007.

21. F. Meng, G. Fu, R. Farmani, C. Sweetapple, D. Butler. Topological attributes of network resilience: a study in water distribution systems. Water Research. 2018, 143: 376-386.(Top 10 Cited IWA Publishing Papers on Modelling and Simulation from 2016 to 2020)

22. W. Qiu, F. Meng, Y. Wang, G. Fu, J. He, D. Savic, H. Zhao. Assessing spatial and temporal variations in regional sustainability in mainland China from 2004 to 2014. Clean Technologies and Environmental Policy. 2018, 20(6): 1185-1194.

23. H. Liu, C. Zhang, Y. Jiang, F. Meng, G. Fu. Measuring the sewer system performance for multi-objective optimal design. Urban Water. 2018, 15(8): 723-731.

24. C. Sweetapple, G. Fu, R. Farmani, F. Meng, S. Ward, D. Butler. Attribute-based intervention development for increasing resilience of urban drainage systems. Water Science & Technology. 2018, 77(6), 1757-1764.

25. F. Meng, G. Fu, D. Butler. Cost-effective river water quality management using integrated real-time control technology. Environmental Science and Technology. 2017, 51 (17): 9876–9886.

26. F. Meng, G. Fu and D. Butler. Water quality permitting: from end-of-pipe to operational strategies. Water Research. 2016, 101: 114-126.

27. F. Meng, S. Liu, A. Ostfeld, C. Chen and A. Burchard-Levine. A deterministic approach for optimization of booster disinfection placement and operation for a water distribution system in Beijing. Journal of Hydroinformatics. 2013, 15 (3): 1042-1058.

【图书章节】

F. Meng and R. Saagi (2021). Integrated modelling and control of urban wastewater systems. In Wang, X. and Fu, G. (editors) Water-Wise Cities and Sustainable Water Systems: Concepts, Technologies, and Applications. IWA Publishing. 259-273.

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