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个人简介

郑飞飞研究员一直从事城市供排水管网的模拟、优化调度与控制研究(智慧水务和海绵城市研究)。围绕上述研究方向,申请人近五年发表学术论文47篇,其中第一/通讯作者SCI 30篇(篇均影响因子4.6,SCI他引220次,Web of Science H指数13)。过去五年的创新研究成果具有重要科学价值,并产生一定的社会影响,其发表在Nature子刊Nature Climate Change上的研究成果得到了澳大利亚新闻媒体的广泛报道,其建立的城市洪涝风险评估理论与技术方法已被澳大利亚政府采纳并已写进城市洪涝灾害风险评估与设计规范,并在2015年被澳大利亚水资源协会授予“GN Alexander Medal”奖(此奖项每1.5年只颁发给一个研究人员或团队)。 全职回国后,郑飞飞继续深入开展城市供排水相关科研工作。现主持国家自然科学基金项目1项(25万),主持国家水专项“嘉兴市城乡一体化安全供水保障技术集成与综合示范”漏损控制与节能运行子课题1项(150万元),主持国家十三五重点研发计划项目《城镇供水管网漏损监测与控制技术及应用》子课题1项(75万元),主持中央高校基本科研业务专项项目《城镇供水管网水质监测系统优化构建技术研究》1项(42万元),参与中国工程院咨询研究项目《我国海绵城市建设中现状调查与问题诊断》子课题1项,以及多项企业委托横向项目。科研成果在澳大利亚悉尼和珀斯等城市的供水系统漏损控制和内涝风险评估中进行了应用,取得了良好的效果,其中内涝风险评估技术体系已被写进澳大利亚防洪设计规范。回国工作后,部分研究成果在浙江云和、合肥和珠海重要工程进行了应用。 教学与课程 《环境流体力学》(研究生课程) 研究与成果 国家自然科学基金委项目“暴雨空间分布结构对城市内涝影响机理研究”,25万,2018-2021,负责人。 国家十三五重点专项“嘉兴市城乡一体化安全供水保障技术集成与综合示范”漏损控制与节能运行子课题,150万,2017-2020,负责人。 国家重点研发计划水资源高效利用项目“城镇供水管网漏损监测与控制技术及应用”子课题,75万,2017-2021,负责人。 浙江大学“百人计划”科研启动经费,200万,2016-2021,负责人。 中央高校浙江大学基本科研业务专经费“城镇供水管网水质监控系统优化构建技术研究”,42万,2017-2018,负责人。 中国工程院咨询研究项目“我国海绵城市建设中水污染防控战略研究”,2017-2018,42万,参与。 浙江省丽水市云和县供水管网智能化建设横向项目,45万,2016-2019,负责人。 金华多水源供水管网优化调度与规划设计横向项目,7.5万,2016-2017,负责人。 基于强降雨和高海(河)水位联合分布概率密度的城市内涝风险评估,50万,澳大利亚水利部(Australian Rainfall and Runoff),2012-2013,负责人,已结题。 澳大利亚悉尼地区短历时暴雨在气候变化驱动下的特性研究,50万,澳大利亚水利部(Australian Rainfall and Runoff),2014-2015,负责人,已结题。 澳大利亚珀斯(Perth)地区城市内涝风险评估与改扩建,14万,Water Corporation,2013-2014,负责人,已结题。 珠海原水系统优化调度,35万,珠海供水总公司,2008-2009,主要参与,已结题。 发表指南(导则) 1.澳大利亚防洪设计规范章节(排名第1):基于暴雨与下游潮水位耦合的城市内涝风险评估与设计,ISBN:978-085825-9935,Engineering Australia,澳大利亚. 2.国家标准《城市供水泵站一体化综合调控系统》(排名第2) 发表软件 Zheng,F.,M.Leonard and S,Westra(2014),'jointPm'R package,http://cran.r-project.org/web/packages/jointPm/index.html.This freely available R package is used to estimate the flood risk caused by bivariate inputs such as extreme rainfall and storm tides

研究领域

城市给水排水系统;城市内涝;海绵城市;智慧水务

近期论文

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发表SCI期刊论文 1.Zhexian Qi,Zheng,F(通讯作者),Danlu Guo,H.R.Maier,Tuqiao Zhang,Tingchao Yu and Yu Shao(2017).“Towards better understanding of pressure sensor systems to detect pipe bursts within water distribution networks.”Journal of Water Resources Planning and Management,in press.影响因子:3.5. 2.Zheng,F(通讯作者).,H.R.Maier,Wenyan Wu,G.C.Dandy,H.V.Gupta and Tuqiao Zhang(2017).“On lack of robustness in hydrological mode development due to absence of guidelines for selecting calibration and evaluation data:Demonstration for data-driven models.”Water Resources Research,in press.影响因子:4.4. 3.Zheng,F.,Jiawen Du,Kegong Diao,Tuqiao Zhang,TingchaoYu,and Yu Shao(2017).“Improved understanding of the effectiveness of sensor placement in contamination detection within water distribution systems.”Journal of Water Resources Planning and Management,in press.影响因子:3.5. 4.Zheng,F(通讯作者).,Zecchin,A.,Newman,J.,Maier,H.,Dandy,G.“An Adaptive Convergence-Trajectory Controlled Ant Colony Optimization Algorithm with Application to Water Distribution System Design Problems.”IEEE Transactions on Evolutionary Computation,2017,影响因子:10.6 5.Beh,E.H.Y.,Zheng,F(通讯作者).,Dandy,G.C.,Maier,H.R.,Kapelan,Z.“Robust optimization of water infrastructure planning under deep uncertainty using metamodels.”Environmental Modelling&Software,2017,93:92-105.影响因子:4.4 6.Zheng,F.,Qi,Z.,Bi,W.,Zhang,T.,Yu,T.,Shao,Y.“Improved Understanding on the Searching Behavior of NSGA-II Operators Using Run-Time Measure Metrics with Application to Water Distribution System Design Problems.”Water Resources Management,2017,31(4)1121-1138.影响因子:2.8. 7.Cortés-Hernández,V.E.,Zheng,F(通讯作者).,Evans,J.,Lambert,M.,Sharma,A.,and Westra,S.(2016).'Evaluating regional climate models for simulating sub-daily rainfall extremes.'Climate Dynamics,1-16,2016.影响因子:4.1. 8.Zheng,F(通讯作者).,Zecchin,A.C.,Maier,H.R,and Simpson,A.R“Comparison of the searching behavior of NSGA-II,SAMODE and Borg MOEAs applied to water distribution system design problems”,Journal of Water Resources Planning and Management,2016,10.1061/(ASCE)WR.1943-5452.0000650,影响因子:3.5. 9.Zhang,T.,Zheng,F(通讯作者).,and Yu,T.(2016).'Industrial waste:Citizens arrest river pollution in China.'Nature,535(7611),231-231.注:评论短文(报道浙江省五水共治)。 10.Zheng,F(通讯作者).,Thibaud,E.,Leonard,M.,and Westra,S.“Assessing the performance of the independence method in modeling spatial extreme rainfall”,Water Resources Research,51(9),7744-7758,2015,影响因子:4.4. 11.Sheikholeslami,R.,Zecchin,A.C.,Zheng,F.,and Talatahari,S.'A hybrid cuckoo–harmony search algorithm for optimal design of water distribution systems.'Journal of Hydroinformatics,jh2015174,2016,影响因子:1.6 12.Zheng,F.,Westra,S.,and Leonard,M,“Opposing local precipitation extremes”,Nature Climate Change,5(5),389-390,2015,影响因子:19.3 13.Zheng,F(通讯作者).,Simpson,A.R.,and Zecchin,A.C.“Improving the efficiency of multi-objective evolutionary algorithms through decomposition:An application to water distribution network design”,Environmental Modelling&Software,69,240-252,2015,DOI:10.1016/j.envsoft.2014.08.022,影响因子:4.4 14.Zheng,F(通讯作者).,Zecchin,A.C.,and Simpson,A.R.“Investigating the run-time searching behavior of the differential evolution algorithm applied to water distribution system optimization”,Environmental Modelling&Software,69,292-307,2015,DOI:10.1016/j.envsoft.2014.09.022,影响因子:4.4 15.Zheng,F(通讯作者).,Leonard,M.,and Westra,S,“Application of the design variable method to estimate coastal flood risk”,Journal of Flood Risk Management,doi:10.1111/jfr3.12180,2015,影响因子:3.1 16.Zheng,F(通讯作者).'Comparing the Real-Time Searching Behavior of Four Differential-Evolution Variants Applied to Water-Distribution-Network Design Optimization',Journal of Water Resources Planning and Management,2015,doi:10.1061(ASCE)WR.1943-5452.0000534.I影响因子:3.5 17.Zheng,F(通讯作者).,Leonard,M.,and Westra,S.'Efficient joint probability analysis of flood risk',Journal of Hydroinformatics,doi:10.2166/hydro.2015.052,2015,影响因子:1.6 18.Zheng,F(通讯作者).,Simpson,A.R.,and Zecchin,A.C.“An efficient hybrid approach for multiobjective optimization of water distribution systems”,Water Resources Research,2014,50(5),P3650-3671,影响因子:4.4 19.Zheng,F(通讯作者).,and Zecchin,A.“An efficient decomposition and dual-stage multi-objective optimization method for water distribution systems with multiple supply sources”,Environmental Modelling&Software,2014,55(0),143-155,影响因子:4.4. 20.Zheng,F(通讯作者).,Westra,S.,Leonard,M.,and Sisson,S.A.“Modeling dependence between extreme rainfall and storm surge to estimate coastal flooding risk”,Water Resources Research,2014,50(3),P2050-2071;影响因子:4.4. 21.Zheng,F(通讯作者).,Simpson,A.,and Zecchin,A.“Coupled Binary Linear Programming–Differential Evolution Algorithm Approach for Water Distribution System Optimization”,Journal of Water Resources Planning and Management,2014,140(5),P585-597,影响因子:3.5. 22.Zheng,F(通讯作者).,Simpson,A.R.,Zecchin,A.C.,and Lambert,M.F.“Noncrossover Dither Creeping Mutation-Based Genetic Algorithm for Pipe Network Optimization”,Journal of Water Resources Planning and Management,ASCE,2014,140(4),P553-557,影响因子:3.5. 23.Zheng,F(通讯作者).,Simpson,A.R.,and Zecchin,A.C.“A decomposition and multistage optimization approach applied to the optimization of water distribution systems with multiple supply sources”,Water Resources Research,2013,49(1),P380-399,影响因子:4.4. 24.Zheng,F(通讯作者).,Simpson,A.R.,Zecchin,A.C.,and Deuerlein,J.W.“A graph decomposition-based approach for water distribution network optimization”,Water Resources Research,2013,49(4),P2093-2109,IF:4.4. 25.Zheng,F(通讯作者).,Zecchin,A.,and Simpson,A.“Self-Adaptive Differential Evolution Algorithm Applied to Water Distribution System Optimization”,Journal of Computing in Civil Engineering,2013,27(2),P148-158,影响因子:2.3. 26.Zheng,F(通讯作者).,Westra,S.,and Sisson,S.A.“Quantifying the dependence between extreme rainfall and storm surge in the coastal zone”,Journal of Hydrology,2013,505(0),P172-187,影响因子:3.5. 27.Zheng,F(通讯作者).,Simpson,A.R.,and Zecchin,A.C.“A combined NLP-differential evolution algorithm approach for the optimization of looped water distribution systems”Water Resources Research,2011,47(8),W08531,影响因子:4.4. 28.Zheng,F(通讯作者).,Simpson,A.R.,and Zecchin,A.C.“Dynamically expanding choice-table approach to genetic algorithm optimization of water distribution systems”,Journal of Water Resources Planning and Management,2011,137(6),P547-551,影响因子:3.5. 发表EI论文 1.Leonard,M.,S,Westra,F.Zheng,M.Babister,and I.Varga(2015),“Developing water level maps in the joint probability zone influenced by tide and rainfall events.”36th Hydrology and Water Resources Symposium:The art and Science of Water,pp.96,EI收录 2.Zheng,F.,S,Westra,S.A.Sisson and M,Leonard(2014),'Flood risk estimation in Australia’s coastal zone:modelling the dependence between extreme rainfall and storm surge.'Hydrology and Water Resources Symposium 2014,24-27 February,Perth,Western Australia,Australia,EI收录 3.Zheng,F.,A.R.Simpson,and A.C.Zecchin(2012b).“A performance comparison of differential evolution and genetic algorithm variants applied to water distribution system optimization.”Proc.,World Environmental&Water Resources Congress(EWRI 2012),Albuquerque,New Mexico,EI收录 4.Zheng,F.,A.R.Simpson,and A.C.Zecchin(2012c).“A new hybrid optimization model for water distribution system optimization.”Proc.,Water Distribution System Analysis 2012(WDSA 2012),ASCE,Adelaide,SA,Australia,EI收录 5.Zheng,F.,A.R.Simpson,and A.C.Zecchin(2012d).“A performance comparison between differential evolution variants and genetic algorithms for water network optimization.”Proc.,Water Distribution System Analysis 2012(WDSA 2012),ASCE,Adelaide,SA,Australia,EI收录 6.Zheng,F.,A.R.Simpson,and A.Zecchin(2011a).“Performance study of differential evolution with various mutation strategies applied to water distribution system optimization.”Proc.,World Environmental and Water Resources Congress 2011,ASCE,Palm Springs,California,EI收录 7.Zheng,F.,A.R.Simpson,and A.C.Zecchin(2011c).“Parametric analysis of differential evolution algorithm applied to water distribution system optimization.”Proc.,11th International Conference on Computing and Control for the Water Industry(CCWI 2011),Exeter,UK,EI收录 8.Zheng,F.,A.R.Simpson,and A.C.Zecchin(2010).“A method for assessing the performance of genetic algorithm optimization for water distribution design.”Proc.,Water Distribution System Analysis 2010(WDSA2010),ASCE,Tucson,AZ,USA,EI收录 发表国内学术论文 1.郑飞飞,信昆仑,和刘遂庆(2008),给水管网耦合优化调度模型的建立及应用,中国给水排水,24(17),102-104. 2.郑飞飞,陶涛,信昆仑,和刘遂庆(2009),交互式细菌生长动力学模型的建立及应用,中国给水排水,25(13),108-110. 3.王康乐,郑飞飞,和刘遂庆(2009),多水源供水管网余氯浓度优化调度,同济大学学报自然科学版,37(9),1217-1220. 发表会议论文 1.贾月怡,张清周,郑飞飞*,张土乔,张燕,城市供水管网漏损区域智能化辨识技术研究,中国土木工程学会水工业分会全国水系统智能化技术研究会2017年年会论文集,291-299. 2.贾月怡,方咸根,郑飞飞*,张土乔,张燕,基于大数据分析的污水管网智能化监测与控制技术,中国土木工程学会水工业分会全国水系统智能化技术研究会2017年年会论文集,211-216. 3.贾月怡,张清周,郑飞飞*,张土乔,张燕,基于大数据分析的城市供水管网漏损精细化诊断研究,中国土木工程学会水工业分会全国水系统智能化技术研究会2017年年会论文集,300-307. 4.Maier,H.R.,EHY,Beh,F.Zheng,G.C.,Dandy and Z.Kapelan(2015),“Robust,optimal water infrastructure planning under deep uncertainty using metamodels.”AGU Meeting. 5.Zheng,F.,S,Westra,S.A.Sisson(2013),'Dependence between extreme rainfall and storm surge in the coastal zone.'European Geosciences Union General Assembly 2013(EGU 2013),Vienna,Austria,07-12 April 2013(poster). 6.Zheng,F.,S,Westra(2012a),'The analysis of dependence between extreme rainfall and storm surge in the coastal zone.'American Geosciences Union Fall meeting 2012(AGU Fall meeting 2012),San Francisco,California,3–7 December(poster). 7.Zheng,F.,A.R.Simpson,and A.C.Zecchin(2011b).“Optimal rehabilitation for large water distribution systems using genetic algorithms.”Proc.,Australia Water Association(AWA)OzWater 2011,Adelaide,SA,Australia.

学术兼职

郑飞飞研究员目前担任住房和城乡建设部高等学校土建学科给水排水工程专业指导委员会市政工程学科青年委员会副主任委员,国际水协会(IWA)SCI期刊Water Science and Technology 副主编,以及Water Science and Technology:Water Supply 副主编,中国土木工程学会水工业分会水系统智能化技术研究会理事,以及哈尔滨工业大学“青年拔尖人才选聘计划”评审专家。郑飞飞研究员的研究成果具有一定的国际影响力,现已被邀请担任国际知名行业会议International Conference on Hydroinformatics(2016年)和International Perspective on Water Resources and the Environment (EWRI-ASCE)2017年会议分会场主席。

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