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何方,副教授

聯系信息

姓名:何方 辦公電話: +86-010-62783205 郵箱:發送郵件 傳真號碼:+86-010-62794399 地點:舜德樓北502 教師主頁:

個人簡介

何方 (博士、副教授) 的研究致力于綜合運用運籌優化、經濟學分析及人工智能等方法,解決與交通科學及工程相關的管理優化問題,特別關注于未來城市及交通系統的規劃及運營問題的建模與優化求解。

何方博士的研究興趣具體包括以下幾個方面:

  • 自動化交通
  • 電動化交通
  • 數據化交通

何方老師的研究團隊每年都有計劃招收博士后、博士生、碩士生,歡迎有志學術研究、愛好創新探索研究的同學發送簡歷到fanghe@tsinghua.edu.cn

工作經歷

  • 工業工程系黨委紀檢委員、研究生工作組組長,2017年6月至今
  • 副教授,2016.12至今,清華大學工業工程系
  • 助理教授,2014.10—2016.12,清華大學工業工程系

教育背景

  • 工學博士 (2010.08—2014.08),美國佛羅里達大學可持續工程學院,交通科學與工程專業,導師:Professor Yafeng Yin(殷亞峰教授)
  • 工學學士 (2006.09—2010.07),清華大學土木工程系,結構工程專業

論文發表 (Google Scholar Citation=1164, H-index=16, as of 2019.11)

  1. Lin, X., He, F.*, Li, M., Liu, Y., 2019. On the existence of system-optimum-inducing tolling functions for transportation networks. Transportation Science, accepted.
  2. He, F., Wu, D., Yin, Y.*, and Guan, Y., 2013. Optimal deployment of public charging stations for plug-in hybrid electric vehicles. Transportation Research Part B. Vol. 47, 87-101.
  3. He, F., Yin, Y.*, Nima, S., and Nie, Y., 2013. Tradable credit schemes on networks with mixed equilibrium behaviors. Transportation Research Part B. Vol. 57, 47-65.
  4. He, F., Yin, Y.*, and Lawphongpanich, S., 2013. Network equilibrium models with battery electric vehicles. Transportation Research Part B. Vol. 67, 306-319.
  5. He, F., Yin, Y.*, Chen, Z., and Zhou, J., 2015. Pricing of parking games with atomic players. Transportation Research Part B. Vol. 73, 1-12.
  6. Chen, Z., He, F. and Yin, Y.*, 2016. Optimal deployment of charging lanes in transportation networks. Transportation Research Part B. Vol. 91, 344-365.
  7. Chen, Z., He, F., and Yin, Y.*, 2016. Optimal design of autonomous vehicle zones in transportation networks. Transportation Research Part B. Vol. 99, 44-61.
  8. He, F., Yin, Y.*, and Zhou, J., 2013. Integrated pricing of roads and electricity enabled by wireless power transfer. Transportation Research Part C. Vol. 34, 1-15.
  9. He, F.*, and Yin, Y., 2015. Deploying public charging stations on urban road networks. Transportation Research Part C. Vol. 60, 227-240.
  10. He, F.* and Shen, Z.M., 2015. Modeling taxi services with smartphone-based e-hailing applications. Transportation Research Part C. Vol. 58, 93-106.
  11. He, F., Yin, Y.*, Wang, J., and Yang, Y., 2016. Optimal prices of electricity at public charging stations for plug-in electric vehicles. Networks and Spatial Economics. Vol. 16, 131-154.
  12. Wang, X.*, He, F., Yang, H. and Gao, H.O., 2016. Pricing strategies for a taxi-hailing platform. Transportation Research Part E. Vol. 93, 212-231.
  13. Chen, Z., He, F., Zhang L.* and Yin Y., 2016. Optimal deployment of autonomous vehicle lanes with endogenous market penetration. Transportation Research Part C. Vol. 72, 143-156.
  14. Chen, Z., Yin, Y.*, He, F. and Lin, J.L., 2015. Parking reservation for managing downtown curbside parking. Transportation Research Record. Vol. 2498, 12-18.
  15. Li, M., Lin, X., He, F.* and Jiang, H., 2016. Optimal locations and travel time display for variable message signs. Transportation Research Part C. Vol. 69, 418-435.
  16. Li, M., Jia, Y., Shen, Z.M., He, F.*, 2017. Improving the electrification rate of the vehicle miles traveled in Beijing: A data-driven approach. Transportation Research Part A. Vol. 97, 106-120.
  17. Kontou, E.*, Yin, Y., Lin, Z., He, F., 2017. Socially optimal replacement of conventional with electric vehicles for the US household fleet. International Journal of Sustainable Transportation, 11(10), 749-763.
  18. He, F*., Wang, X., Lin, X. and Tang, X., 2018. Pricing and penalty/compensation strategies of a taxi-hailing platform. Transportation Research Part C: Emerging Technologies, 86, pp.263-279.
  19. Lin, X., Li, M., and He, F*., 2018. Nonlinear pricing in linear cities with elastic demands. Transportation Research Part C: Emerging Technologies, 95, 616-635.
  20. He, F., Yang, J., and Li, M.*, 2018. Vehicle scheduling under stochastic trip times: An approximate dynamic programming approach. Transportation Research Part C: Emerging Technologies, 96, 144-159.
  21. Yang, Y.*, Li, M., Yu, J. and He, F., 2019. Expressway bottleneck pattern identification using traffic big data—The case of ring roads in Beijing, China. Journal of Intelligent Transportation Systems, pp.1-14.
  22. Li, H., He, F., Lin, X., Wang, Y. and Li, M.*, 2019. Travel time reliability measure based on predictability using the Lempel–Ziv algorithm. Transportation Research Part C: Emerging Technologies, 101, pp.161-180.
  23. Wang, C., He, F., Lin, X., Shen, Z.J.M. and Li, M., 2019. Designing locations and capacities for charging stations to support intercity travel of electric vehicles: An expanded network approach. Transportation Research Part C: Emerging Technologies, 102, pp.210-232.
  24. Yan, H., He, F., Lin, X., Yu, J., Li, M. and Wang, Y., 2019. Network-level multiband signal coordination scheme based on vehicle trajectory data. Transportation Research Part C: Emerging Technologies, 107, pp.266-286.
  25. Tang, X., Lin, X. and He, F.*, 2019. Robust scheduling strategies of electric buses under stochastic traffic conditions. Transportation Research Part C: Emerging Technologies, 105, pp.163-182.
  26. Zhang, Z., Li, M., Lin, X., Wang, Y. and He, F.*, 2019. Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies. Transportation Research Part C: Emerging Technologies, 105, pp.297-322.

科研項目
 縱向課題

  • 科學技術部,國家重點研發計劃課題,新興交通形態應用邊界與協同管控模式研究(冬奧會交通與安保協同管控體系),主持
  • 國家自然科學基金面上項目,城市交通電動化:規劃與運營關鍵理論研究,主持
  • 國家自然科學基金青年項目,基于鏈式出行行為的電動汽車公共充換電設施規劃研究,主持
  • 國家自然科學基金聯合基金項目重點項目,能源網-信息網-交通網三網融合的規劃與運行關鍵技術研究,共同負責人
  • 北京市自然科學基金預探索項目,考慮手機招車軟件的城市出租車網絡均衡建模與運營機制優化,主持
  • 交通運輸部,大數據時代交通運輸治理與服務模式創新,共同負責人

企業橫向

  • 豐田公司,橫向合作,考慮自動駕駛出行的城市多模式交通系統效率提升探究,主持
  • 豐田預探索項目,橫向合作,數據驅動的擁堵收費研究,主持
  • 戴姆勒奔馳,橫向項目,自動駕駛輔助系統通用評價標準,子課題負責人
  • 高德地圖,橫向項目,交通大數據分析及應用,子課題負責人
  • 高德地圖,橫向項目,交通狀況預測,子課題負責人
  • 高德地圖,橫向項目,交通與污染物排放關聯性分析,子課題負責人
  • 戴姆勒奔馳,橫向項目,多模式交通大數據分析,主持
  • 高德地圖,橫向項目,基于大數據分析的交通擁堵緩解政策探究,子課題負責人
  • 上海銳力健身裝備有限公司,橫向項目,基于機器學習模型的銷量預測,主持
  • 高德地圖,橫向項目,基于過飽和狀態的多模式交通大數據分析與治堵政策研究,主持
  • 中國民航科學技術研究院,橫向項目,航班監控系統開發,子課題負責人
  • 高德地圖,橫向項目,交通大數據挖掘與信息分析,主持

專業活動

  • 編委,Transportation Research Part C (IF=5.775,Q1)
  • 委員,中國管理科學與工程學會交通運輸管理分會,
  • 客座編輯,《IET Smart Grid》
  • 執行委員,清華-戴姆勒可持續交通研究中心
  • 委員,世界交通運輸大會交通網絡設計技術委員會
  • 聯合項目主任,清華大學人工智能創新創業輔修專業
  • 函評專家,國家自然科學基金委
  • 專家庫成員,北京交管局
  • 審稿人,近20本國際期刊 (including MS, TS, POMS, TR-Part A- E)

講授課程

  • 交通工程與管理理論 ,研究生,春季學期(課號80160182-0)
  • 交通系統規劃與控制,本科生, 春季學期(課號40160343-0)

公眾演講

  • 2019. 12. Towards Future Mobility: Opportunities, Challenges, and Paths, Beijing, International Workshop on Optimization Challenges and Opportunities in Logistics and Mobility
  • 2019. 6.A Rhythmic Control Framework for Connected and Automated Vehicles on One-Way Grid Networks, Nanjing, Workshop on Ride-sourcing Systems and Data-driven Transportation Management
  • 2019.4基于車道的交替通行策略(LACS):一種全新的交叉口控制模式, 南京,2019年交通工程與管理青年學者論壇
  • 2019.4 Credit-based Mobility Management Considering Travelers,rsquo; Budgeting Behavior under Uncertainty, Beijing, International Workshop on Multi-modal Transportation
  • 2018. 11 Infrastructure-based  Cloud Control of Automated Transportation, Hawaii, IEEE International ITS Conference
  • 2018.9.21 The Date That Can't Be Late-Traffic Status Forecasting Based on Deep Learning Method, Hangzhou, The Computing Conference (Invited Speech)(云棲大會)
  • 2018.8 Multi-source Big Data Driven Transportation Management Decision and Optimization, Chongqing, 2018 Smart China Expo Transportation Forum (Invited Speech)(智博會)
  • 2018.7 Vehicle Scheduling under Stochastic Trip Times: An Approximate Dynamic Programming Approach, Tsinghua University, Alumni Forum - Department of Civil Engineering (Invited Speech) (清華土木系系友論壇)
  • 2018.6 Vehicle Scheduling under Stochastic Trip Times: An Approximate Dynamic Programming Approach, China National Convention Center, Beijing, 2018 World Transport Convention - Traffic network modeling  session (Invited Speech) (世界交通運輸大會)
  • 2017.11 Big Data Driven Transportation Management, Beijing Carsmart Technology Co., Ltd. (Seminar) (車網互聯公司)
  • 2017.10 A Systematic Investigation of General Nonlinear Road Pricing, University of Michigan, Ann Arbor, USA (Seminar) (美國密歇根大學)
  • 2017.10 Optimal Design of Urban Taxi Fleet Electrification: A Simulation-Based Optimization Approach, Houston, USA, 2017 INFORMS Annual Meeting (Invited Presentation) (INFOMRS)
  • 2017.10 Vehicle Scheduling under Stochastic Trip Times: An Approximate Dynamic Programming Approach, University of Michigan, Ann Arbor, USA (Seminar) (美國密歇根大學)
  • 2017.3 , 2017.10 A Systematic Investigation of General Nonlinear Road Pricing, Beihang University , Beijing Jiao Tong University , Shanghai Jiao Tong University (Seminar) (北航,北交大,上交大)
  • 2016.10 Improving the Electrification Rate of the Vehicle Miles Traveled in Beijing: A Data-driven Approach, Anhui Polytechnic University, China, 2016 NSFC Conference for Yong Scholars - Management Science and Engineering (Invited Speech)
  • "Optimal travel time displays for dynamic message signs". Transportation Research Board 91st Annual Meeting, Washington, D.C., USA, January 2012.
  • "Integrated management of road and power networks coupled by electric and plug-in hybrid electric vehicles". 2012 NSF Engineering Research and Innovation Conference, Boston, MA, USA, July 2012.
  • "Integrated pricing of road and power networks coupled by electric vehicles". INFORMS Annual Meeting 2012, Phoenix, AZ, USA, October 2012.
  • "Integrated pricing of roads and electricity enabled by wireless power transfer". Transportation Research Board 92ndAnnual Meeting, Washington, D.C., USA, January 2013.
  • "Optimal prices of electricity at public charging stations for plug-in electric vehicles". University Transportation Center (UTC) Conference for the Southeastern Region, Orlando, FL, USA, April 2013.
  • "Analysis and design of tradable credit schemes on networks with mixed equilibrium behaviors". INFORMS Annual Meeting 2013, Minneapolis, MN, USA, October 2013.
  • "Optimal prices of electricity at public charging stations for plug-in electric vehicles". INFORMS Annual Meeting 2013, Minneapolis, MN, USA, October 2013.
  • "Network equilibrium models with battery electric vehicles". Transportation Research Board 93rd Annual Meeting, Washington, D.C., USA, January 2014.
  • "Analysis and design of tradable credit schemes on networks with mixed equilibrium behaviors". Transportation Research Board 93rd Annual Meeting, Washington, D.C., USA, January 2014.

媒體報道:

  • "Intelligent Transportation Construction Needs to Fully Utilize the Value of Big Data", Chongqing Daily, 2018.8.25. (重慶日報)
  • "Smart China Expo Will Bring Greater Power to Chongqing Development" Chongqing Morning Post, 2018.8.25. (重慶晨報)
  • "A Long Way to Go, but Winning in the Future- An Exclusive Interview with Professor Fang He", Scientific Chinese, Vol. 2, 2018. (科學中國人專訪)
  • "Future Transportation and Urban Computing Lab Announces Traffic Forecasting Research Findings on the Computing Conference", China.com, 2018.9.19.

 

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