(一)科研项目
1. 水体污染控制与治理国家科技重大专项子课题, 溴酸盐去除多级屏障处理及供水管网水质安全保障技术研究, 2017-2022,结题, 主持;
2. 国家重点研发计划项目子课题,高龄服役管线水力输配效能的演化机制,2023-2027,在研,主持;
3. 国家自然科学基金青年项目,基于靶向寻的移动监测的供水管网模型动态校核, 2019-2021,结题,主持;
4. 上海自然科学基金面上项目,雨水调蓄池颗粒污染物动态迁移形态与截留机制研究,上海自然科学基金, 2017-2020,结题, 主持;
5. 住建部科学研究计划项目,暴雨条件下城市排水管道系统气水混合瞬变流压力冲击的影响因素识别及应用研究,2018-2020,结题,主持;
6. 中央高校基本科研项目,复杂水力条件下雨水调蓄池颗粒污染物动态迁移机制研究,2017-2018,结题,主持;
7. 国家自然科学基金面上项目, 供水管网爆管压力波动形态与侦测机制, 2018-2020, 结题, 研究骨干;
8. 国家自然科学基金面上项目, 数据同化驱动的大型供水管网分布式在线水力模拟理论及应用, 2020-2023, 结题, 研究骨干;
9. 国家自然科学基金面上项目,城市排水管网运行状态微机电技术诊断理论与应用,2020-2023,结题, 研究骨干;
10. 国家自然科学基金面上项目,城市雨水系统光滑粒子动力学模拟理论研究, 2018-2021, 结题, 研究骨干;
11. 上海市2022年度“科技创新行动计划” 社会发展科技攻关项目,基于大数据的供水管网智能水力模拟关键技术研究与示范, 2022-2025,在研, 研究骨干。
(二)主要学术论文
1. Song WK, Yan HX, Tao T, Guan MF, Li F, Xin KL. Modeling Transient Mixed Flows in Drainage Networks With Smoothed Particle Hydrodynamics.Water Resources Management, 2024, 38(3):861-879.
2. Wang SY, Zhang XW, Wang JY, Tao T, Xin KL, Yan HX, Li SP. Optimal sensor placement for the routine monitoring of urban drainage systems: A re-clustering method.Journal Of Environmental Management, 2023, 335.
3. Song WK, Yan HX, Li F, Tao T, Duan HF, Xin KL, Li SP. Development of Smoothed Particle Hydrodynamics based water hammer model for water distribution systems.Engineering Applications Of Computational Fluid Mechanics, 2023, 17(1).
4. Li F, Yan JR, Yan HX, Tao T, Duan HF. 2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system.Engineering Applications Of Computational Fluid Mechanics, 2023, 17(1)
5. Zhu W, Tao T, Yan HX, Yan JR, Wang JY, Li SP, Xin KL. An optimized long short-term memory (LSTM)-based approach applied to early warning and forecasting of ponding in the urban drainage system.Hydrology And Earth System Sciences, 2023, 27(10):2035-2050.
6. Chen L, Yan HX, Yan JR, et al. Short-term water demand forecast based on automatic feature extraction by one-dimensional convolution.Journal Of Hydrology, 2022, 606
7. Li ZR, Wang JY, Yan HX, et al. Fast Detection and Localization of Multiple Leaks in Water Distribution Network Jointly Driven by Simulation and Machine learning.Journal Of Water Resources Planning And Management, 2022, 148(9)
8. Chen XR, Zhou X, Xin KL, Yan HX, et al. Sensitivity-Oriented Clustering Method for Parameter Grouping in Water Network Model Calibration.Water Resources Research, 2022, 58(5)
9. Fei X,Yan H,Tao T, et al. Integrated Rainfall-runoff Process with Shallow Water Model By Mass Varied Smoothed Particle Hydrodynamics: Infiltration Effect Implementation. Journal of Hydrodynamics, 2021, 33(6): 1190-1201.
10. Weirong Xu, Xiao Zhou, Kunlun Xin, Joby Boxall, Hexiang Yan, and Tao Tao. Disturbance Extraction for Burst Detection in Water Distribution Networks Using Pressure Measurements. Water Resources Research, 2020, 56(5).
11. Wang J,Yan H,Xin K, et al. Risk Assessment Methodology for Iron Stability Under Water Quality Factors Based on Fuzzy Comprehensive Evaluation. Environmental Sciences Europe, 2020, 32(1): .
12. Xiao Zhou, Weirong Xu, Kunlun Xin, Hexiang Yan, and Tao Tao. Self-adaptive Calibration of Real Time Demand and Roughness of Water Distribution Systems,Water resources research,2018,54(8):5536-5550.
13. Ziyuan Liao, Hexiang Yan, Zhenheng Tang, Xiaowen Chu, and Tao Tao. Deep learning identifies leak in water pipeline system using transient frequency response,Process Safety & Environmental Protection,2021,155:355-365.
14. Hexiang Yan, Nina Vosswinkel, Simon Ebbert, Gislain Lipeme Kouyi, Rainer Mohn, Mathias Uhl, and Jean-Luc Bertrand-Krajewski. Numerical investigation of particles transport, deposition and resuspension under unsteady conditions in constructed stormwater ponds,Environmental Sciences Europe,2020,32(1): 1-17.
15. Lian Sun, Hexiang Yan, Kunlun Xin, and Tao Tao. Contamination source identification in water distribution networks using convolutional neural network,Environmental Science & Pollution Research,2019,26(36): 36786-36797.
16. Jia Liu, Hexiang Yan, Ziyuan Liao, Kui Zhang, Arthur R. Schmidt, and Tao Tao. Laboratory analysis on the surface runoff pollution reduction performance of permeable pavements, Science of the Total Environment,2019,691:1-8.
17. Lingfeng Ni, Ximao Lin, Hexiang Yan, and Yayi Wang. A novel anammox granules-circulating expanded granular sludge bed reactor for the efficient circulation and retention of floating anammox granules,Chemosphere,2019,235:316-326.
18. Jiada Li, Tao Tao, Kunlun Xin, Mason Kreidler, Steven Burian, and Hexiang Yan. Construction Cost-Based Effectiveness Analysis of Green and Grey Infrastructure in Controlling Flood Inundation: A Case Study,Journal of Water Management Modeling,2019.
19. Kunlun Xin, Xiao Zhou, Hao Qian, Hexiang Yan, and Tao Tao. Chlorine-age based booster chlorination optimization in water distribution network considering the uncertainty of residuals,Water Science and Technology : Water Supply,2019,19(3): 796-807.
20. Hexiang Yan, Qiongyu Wang, Jiaying Wang, Kunlun Xin, Tao Tao, and Shuping Li. A simple but robust convergence trajectory controlled method for pressure driven analysis in water distribution system,Science of The Total Environment,2019,659(0): 983-994.
21. Jiaying Wang, Hexiang Yan, Kunlun Xin, and Tao Tao. Iron stability on the inner wall of prepared polyethylene drinking pipe: Effects of multi-water quality factors,Science of the Total Environment,2019,658(1):1006-1012.
22. Kui Zhang, Hexiang Yan, Han Zeng, Kunlun Xin, and Tao Tao. A practical multi-objective optimization sectorization method for water distribution network,Science of the Total Environment,2019,656(0): 1401-1412.
23. Jiaying Wang, Tao Tao, and Hexiang Yan. Effects of Sulfate, Chloride, and Bicarbonate on Iron Stability in a PVC-U Drinking Pipe,International journal of environmental research and public health,2017,14(6): 660.
24. Xiaoming Fei, Hexiang Yan, Tao Tao, Kun-lun Xin, and Shu-ping Li. Integrated rainfall-runoff process with shallow water model by mass varied smoothed particle hydrodynamics: Infiltration effect implementation,Journal of Hydrodynamics,2021,33(6): 1190-1201.
25. Kunlun Xin, Tao Tao, Shuping LI, and Hexiang Yan. Contamination accidents in China's drinking water distribution networks: status and countermeasures,Water Policy,2017,19(1): 13-27.
26. Sun L, Yan H, Xin K, Tao T. Contamination source identification in water distribution networks using convolutional neural network. Environmental Science and Pollution Research. 2019:1-2.
27. Zhang K, Yan H, Zeng H, Xin K, Tao T. A practical multi-objective optimization sectorization method for water distribution network. Science of The Total Environment. 2019;656:1401-12.
28. 王禾,颜合想,信昆仑,张诗佳,陶涛.基于移动压力监测的供水管网水力模型校核. 中国给水排水, 2024.
29. 廖懿,颜合想,张诗佳,信昆仑,陶涛. 监测信息深度挖掘的供水管网污染源定位. 哈尔滨工业大学学报, 2023.
30. 郭维,颜合想,潘瑞军,等. 多水源管网供水压力调整对供水交界面水龄的影响.中国给水排水, 2020, 36(1): 47-51.
31. 陶涛,颜合想,信昆仑,瞿玲芳.基于SCADA压力监测的爆管定位分析.供水技术,2016, 10(4):11-14.
32. 陶涛,颜合想,李树平,信昆仑.城市雨水管理模型关键问题探讨(一)——汇流模型.给水排水,2017,53(3):36-4.
33. 陶涛,颜合想,李树平,信昆仑.城市雨水管理模型中关键问题探讨(二)——下渗模型.给水排水,2017,53(9):115-119.
34. 瞿玲芳,蒋福春,信昆仑,陶涛,颜合想.城乡统筹供水管网加氯优化及水质均匀度评价.给水排水,2017,53(7):124-128.
35. 王琼钰,骆杉杉,颜合想,信昆仑,朱建文,代荣. 供水管网水力计算引擎EPANET3特性及应用. 给水排水. 2018, 10: 131-134.
36. 孙炼,信昆仑,颜合想,陶涛.基于BP神经网络与用户投诉信息的供水管网污染源定位.给水排水,2019,55(08):136-141.
37. 陶涛,肖涛,王林森,颜合想.海绵城市低影响开发设施多目标优化设计.同济大学学报(自然科学版),2019,47(01):92-96.
38. 任俊雯,梁小光,陶涛,信昆仑,颜合想.基于运动波方程的地面集水时间计算及参数研究.中国给水排水,2019,35(01):118-122.
(三)出版专著
1. 陶涛,信昆仑,颜合想. 水文学与水文地质,同济大学出版社,2017.
(四)奖励荣誉
1. 上海市土木工程学会科技进步奖一等奖,上海市土木工程学会,2023
2. 上海市“工人先锋号”,上海市总工会/上海市人力资源与社会保障局,2021.12
(五)专利/软著
1. 供水管网爆管风险评估软件,登记号:2015SR274903,2015.12.23;
2. 基于移动监测的供水管网模型校核软件,登记号:2021SR1539387,2021.10.21;
3. 农村集约化供水管网水质模拟软件,登记号:2015SR274897,2015.12.23;
4. 供水管网多级协同加氯优化软件,登记号:2020SR0350293,2020.4.20;