何方 - 清华大学 - 工业工程系

个人简介

工作经历系党委副书记，2021.04至今系党委研究生工作组组长，2017.07-2021.01 副教授，2016.12至今，清华大学工业工程系助理教授，2014.10—2016.12，清华大学工业工程系教育背景工学博士（2010.08—2014.08），美国佛罗里达大学土木与海岸工程系, 导师：Professor Yafeng Yin（殷亚峰教授）工学学士（2006.09—2010.07），清华大学土木工程系荣誉与奖励国家级青年人才计划，2020 清华大学疫情防控期间在线教学优秀教师优秀奖，2020 Elsevier 2019年中国高被引学者清华大学大学生研究训练（SRT）计划优秀指导教师一等奖，2019 第18届COTA 国际交通科技年会最佳论文奖，2018 第11届计算交通科学国际研讨会最佳论文奖，2019 综合考核优秀奖，清华大学工业工程系，2015，2016，2019 科研优秀奖，清华大学工业工程系，2016，2017，2018，2019 教学优秀奖，清华大学工业工程系，2016， 2018，2019 Stella Dafermos最佳论文提名奖，美国交通研究委员会网络建模委员会（ADB30）, 2015 杰出学术奖，美国佛罗里达大学可持续工程学院，2014

研究领域

交通网络建模与优化 “互联网+交通”平台运营管理考虑汽车智能化与网联化技术的城市交通组织优化与需求管理智慧物流电动汽车设施规划与运营管理大数据驱动的交通管理

近期论文

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Chen, Xiangdong; Li, Meng; Lin, Xi; Yin, Yafeng; HE, FANG*, 2021. Rhythmic Control of Automated Traffic-Part I: Concept and Properties at Isolated Intersections. Transportation Science, Accepted. Lin, X., Li, M., Shen, Z.-J., Yin, Y., He, F.*, 2021. Rhythmic Control of Automated Traffic Part II: Grid Network Rhythm and Online Routing. Transportation Science. Accepted. Lin, X., Yin, Y., He, F.*, 2020. Credit-based mobility management considering travelers' budgeting behaviors under uncertainty. Transportation Science, accepted. Lin, X., He, F.*, Li, M., Liu, Y., 2019. On the existence of system-optimum-inducing tolling functions for transportation networks. Transportation Science, accepted. Chen, Z., He, F., and Yin, Y.*, 2017. Optimal design of autonomous vehicle zones in transportation networks. Transportation Research Part B. Vol. 99, 44-61. Chen, Z., He, F. and Yin, Y.*, 2016. Optimal deployment of charging lanes in transportation networks. Transportation Research Part B. Vol. 91, 344-365. 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. He, F., Yin, Y.*, and Lawphongpanich, S., 2014. Network equilibrium models with battery electric vehicles. Transportation Research Part B. Vol. 67, 306-319. 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. 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. An, Y., Lin, X., Li, M.*, He, F., 2021. Dynamic Governance Decisions on Multi-modal Inter-city Travel during a Large-scale Epidemic Spreading. Transport Policy. Accepted Huang, K., Wu, J.*, Liao, F.*, Sun, H., He, F., Gao, Z., 2020. Incorporating multimodal coordination into timetabling optimization of the last trains in an urban railway network. Transportation Research Part C: Emerging Technologies, accepted. Zhang, Z., He, F., Lin, X., Wang, Y., Li, M.*, 2020. High-performance traffic speed forecasting based on spatiotemporal clustering of road segments. IET Intelligent Transport Systems, accepted Wang, Y., Li, M., Lin, X., He, F.*, 2020. Online operations strategies for automated multistory parking facilities. Transportation Research Part E: Logistics and Transportation Review, accepted. Chengzhang Wang, Xi Lin, Fang He, Max Zuo-Jun Shen and Meng Li*，2020. Hybrid of Fixed and Mobile Charging Systems for Electric Vehicles: System Design and Analysis. Accepted in ISTTT24 Symposium, Published in Special Issue of Transportation Research Part C. Tang, X., Li, M., Lin, X., He, F.*, 2020. Online operations of automated electric taxi fleets: a two-step reinforcement learning framework. Transportation Research Part C: Emerging Technologies, accepted. Chen, X., Lin, X., He, F., Li, M., 2020. Modeling and Control of Automated Vehicle Access on Dedicated Bus Rapid Transit Lanes. Transportation Research Part C: Emerging Technologies, accepted. Zhang, K., He, F., Zhang, Z., Lin, X., Li, M.*, 2020. Graph attention temporal convolutional network for traffic speed forecasting on road networks Transportmetrica B: Transport Dynamics, accepted. Tang, P., He, F., Lin, X., Li, M.*, 2020. Online-to-offline mobile charging system for electric vehicles: strategic planning and online operation. Transportation Research Part D: Transport and Environment, accepted. Zhang, K., He, F., Zhang, Z., Lin, X., Li, M.*, 2020. Multi-vehicle routing problems with soft time windows: a multi-agent reinforcement learning approach. Transportation Research Part C: Emerging Technologies, accepted. An, Y., Li, M., Lin, X., He, F.*, Yang, H., 2020. Conflict-free routing in dedicated automated vehicle zones. Transportation Research Part C: Emerging Technologies, accepted. Li, H., Li, M., Lin, X., He, F.*, Wang, Y., 2020 Traffic data imputation with complicated missing patterns: a combined approach with prophet time series and iterative random forest. Transportation Research Part C: Emerging Technologies, accepted. Luo Z., He F., Lin, X., Wu, J., Li, M.*, 2020. Joint deployment of charging stations and photovoltaic power plants for electric vehicles. Transportation Research Part D: Transport and Environment, accepted. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. He, F.*, and Yin, Y., 2015. Deploying public charging stations on urban road networks. Transportation Research Part C. Vol. 60, 227-240. He, F.* and Shen, Z.M., 2015. Modeling taxi services with smartphone-based e-hailing applications. Transportation Research Part C. Vol. 58, 93-106. 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. 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.