鄭飛飛(浙江大學研究員、博導、百人計畫入選者)

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鄭飛飛，博士，研究員，博導。

基本介紹

  • 中文名：鄭飛飛
  • 國籍：中國
  • 職業：教師
  • 畢業院校：四川大學、同濟大學
  • 學位/學歷：博士
  • 職稱：研究員、教授
教育及工作經歷,教學,研究方向,科研項目,主要榮譽獎勵,期刊論文,國際會議論文,發表軟體,

教育及工作經歷

Ø 2015.10至今： 浙江大學建築工程學院市政工程研究所， 研究員，博導
Ø 2012.07-2015.09： 澳大利亞阿德萊德大學土木、環境與採礦學院，博士後
Ø 2009.07-2012.07： 澳大利亞阿德萊德大學土木、環境與採礦學院，工學博士
Ø 2006.09-2009.03： 同濟大學環境科學與工程學院市政工程系， 市政工程碩士
Ø 2001.09-2005.07： 四川大學建築與環境學院環境工程系， 環境工程學士

教學

《環境流體力學》（研究生課程）

研究方向

Ø 城市給水系統模擬、最佳化設計與運行控制
城市給水系統的數位化模擬與線上監測；基於圖論技術的複雜供水系統最佳化分區與漏損控制；智慧型算法的研發及在供水管網規劃與設計中的套用。
Ø 氣候變化驅動下的城市內澇災害風險評估與控制
揭示氣候變化驅動下極端水文事件（暴雨、潮水位等）的演變規律，開發空間統計模型模擬水文變數的空間分布規律，提高水文預測預報精度；研究城市內澇發生機理，構建水文過程變異與城市內澇趨勢的內在關聯模型。
Ø 城市排水系統設計、改擴建與運行控制
構建城市排水系統的動力學模型，模擬與控制排水系統的水力水質變數；建立基於多水文變數（如上游降雨和下遊河（海）水位頂托關係）聯合發生機率的城市排水系統設計、改擴建與運行的基礎理論並提出技術方法系統。

科研項目

1. 國家組織部2016“國家青年千人計畫”科研啟動經費（優先推薦），300萬，2016-2019, 主持
2. 浙江大學“百人計畫”科研啟動經費，200萬，2016-2021, 主持。
3. 基於強降雨和高海（河）水位聯合分布機率密度的城市內澇風險評估，50萬，澳大利亞水利部(Australian Rainfall and Runoff)，2012-2013，主持，已結題。
4. 澳大利亞悉尼地區短歷時暴雨在氣候變化驅動下的特性研究，50萬，澳大利亞水利部(Australian Rainfall and Runoff)，2014-2015，主持，已結題。
5. 澳大利亞珀斯(Perth)地區城市內澇風險評估與改擴建，14萬，Water Corporation，2013-2014，主持，已結題。
6. 珠海原水系統最佳化調度，35萬，珠海供水總公司，2008-2009，主要參與，已結題。

主要榮譽獎勵

1. 澳大利亞水資源協會“GN Alexander Medal”，2015。
2. 澳大利亞政府的全額國際留學生博士獎學金(IPRS)，2009。
3. 上海市優秀碩士畢業生，2009。
4. 同濟大學楊欽獎學金，2008。
5. 同濟大學楊欽獎學金，2007。
6. 四川大學優秀本科畢業生，2005。

期刊論文

1. Zheng, F（通訊作者）., 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，影響因子:2.676
2. Zheng, F（通訊作者）., 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, 影響因子:3.549.
3. 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, 2015, 影響因子:1.388
4. Cortés-Hernández, V. E., Zheng, F（通訊作者）., Evans, J., Lambert, M., Sharma, A., and Westra, S. (2015). "Evaluating regional climate models for simulating sub-daily rainfall extremes." Climate Dynamics, 1-16, 2015. 影響因子:4.673.
5. Zheng, F., Westra, S., and Leonard, M, “Opposing local precipitation extremes”, Nature Climate Change, 5(5), 389-390, 2015, 影響因子:14.547
6. Zheng, F（通訊作者）., 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, 影響因子:4.420
7. Zheng, F（通訊作者）., 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, 影響因子:4.420
8. Zheng, F（通訊作者）., 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, 影響因子:1.19
9. Zheng, F（通訊作者）. "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影響因子:2.676
10. Zheng, F（通訊作者）., Leonard, M., and Westra, S. "Efficient joint probability analysis of flood risk", Journal of Hydroinformatics, doi:10.2166/hydro.2015.052, 2015, 影響因子:1.388
11. Zheng, F（通訊作者）., 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, 影響因子:3.549
12. Zheng, F（通訊作者）., 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, 影響因子:4.420.
13. Zheng, F（通訊作者）., 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; 影響因子:3.549.
14. Zheng, F（通訊作者）., 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, 影響因子:2.676.
15. Zheng, F（通訊作者）., 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, 影響因子:2.676.
16. Zheng, F（通訊作者）., 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, 影響因子:3.709.
17. Zheng, F（通訊作者）., 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: 3.549.
18. Zheng, F（通訊作者）., 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, 影響因子:1.268.
19. Zheng, F（通訊作者）., 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, 影響因子:3.053.
20. Zheng, F（通訊作者）., 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, 影響因子:3.549.
21. Zheng, F（通訊作者）., 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, 影響因子:2.676.

國際會議論文

1.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.
2.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).
3.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).
4.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 (EWRI2012), Albuquerque, New Mexico.
5.Zheng,F., A. R. Simpson, and A. C. Zecchin (2012c). “A new hybrid optimization model for water distribution system optimization.”Proc., Water Distribution System Analysis2012(WDSA2012), ASCE, Adelaide, SA, Australia.
6.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 Analysis2012(WDSA2012), ASCE, Adelaide, SA, Australia.
7.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 Congress2011, ASCE, Palm Springs, California.
8.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) OzWater2011, Adelaide, SA, Australia.
9.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 (CCWI2011), Exeter, UK.
10.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 Analysis2010(WDSA2010), ASCE, Tucson, AZ, USA.

發表軟體

1.Zheng, F., M. Leonard and S, Westra (2014), 'jointPm' R package.

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