俞灏
上岗副研究员
无
办公室：1201
邮箱：seuyu@seu.edu.cn
国家工信部“启明计划”青年项目、南京市留学回国人员择优资助人才计划、西汉姆联官方网站至善青年学者计划入选者；主要研究方向包括智能交通管控，交通仿真、交通风险管控等；先后主持/参与国家自然科学基金、江苏省自然科学基金等重要科研项目10余项；在国内外知名期刊发表学术论文40余篇，授权国家发明专利20余项、软件著作权4项；成果获美国交通运输协会交通安全管理常务委员会最佳青年学者奖、教育部自然科学奖一等奖、中国公路学会科技奖特等奖等科研奖励；担任世界交通大会（WTC）自动驾驶与共享交通学科委员会委员，中国交通运输协会青年科技工作者工作委员会委员，TRB系统与技术常务委员会及农业与食品运输常务委员会委员。
教育背景

2010年9月 - 2017年1月，中国南京，bw必威西汉姆联官方网站，交通运输工程，博士

2013年12月 - 2015年6月，美国加利福尼亚州戴维斯，加州大学戴维斯分校，联合培养博士

2006年9月 - 2010年6月，中国南京，bw必威西汉姆联官方网站，交通工程，学士


工作经历

2022年11月 - 至今，bw必威西汉姆联官方网站智慧交通与空间信息系，信息助理、副研究员

2021年5月 – 2022年10月，bw必威西汉姆联官方网站交通工程系，副研究员

2019年9月 – 2021年1月，夏威夷大学马诺阿分校土木与环境系，Research Associate

2017年9月 – 2019年8月，夏威夷大学马诺阿分校土木与环境系，Postdoc Fellow


研究领域

智能网联交通管理与控制

动态交通分配

交通安全与风险管控

大数据及人工智能在交通科学中的应用


科研项目

  • 国家自然科学基金重点项目，车路协同环境下新型混合交通流事故风险演化机理与控制策略，2023年1月-2027年12月，课题负责人

  • 江苏省自然科学基金面上项目，网联环境下的城市路网事故风险辨识与信号交叉口群协同管控方法道路安全设计，2023年9月-2026年8月，2023年9月-2026年8月，课题负责人

  • 智慧城市物联网国家重点实验室（澳门大学）开放课题，交叉口智能网联车辆协同控制研究，2024年1月-2025年12月，课题负责人

  • 国家自然科学基金青年项目，2019年1月-2021年12月，考虑数据环境不确定性的区域信号优化控制机理研究，项目负责人

  • 夏威夷交通部项目，DUI 跟踪系统开发与数据挖掘，2018年10月-2019年9月，共同负责人

  • 夏威夷交通部项目，州内公路海岸线防护工程，2017年8月-2019年7月，主要参与人


发明专利

  • (授权专利) 俞灏,汪昱辰,李志斌,李佩颖,季彦婕,万思伟,刘攀. 基于交通流运行状态的快速道路智能道钉主动控制方法、系统及存储介质,专利号: ZL202310735508.5, 专利授权日: 2024年6月7日. 

  • (授权专利) 俞灏,杨梦琳,刘攀. 针对智能网联车辆轨迹误差的无控制交叉口安全评价方法,专利号: ZL202210072956.7, 专利授权日: 2023年2月14日. 

  • (授权专利)俞灏.基于交叉口平均饱和度的信号控制优化目标切换系统,专利号: ZL2018115132270,专利授权日: 2021年2月26日. 

  • (授权专利)俞灏,基于下游路段承载能力的信号控制优化系统,专利号: ZL2018115114944, 专利授权日: 2021年7月9日

  • (授权专利)徐铖铖,欧阳鹏瑛,刘攀,俞灏.高速公路交通安全仿真分析的两阶段参数标定方法,专利号: ZL2016110704857, 专利授权日: 2019年7月30日. 

  • (软件) 俞灏, 高艺萍, 刘攀. 乡村事故数据可视化和分析系统,登记号: 2022SR0310249

学术著作
学术论文

  • Zou, R., Yu, H., Yang, H., Chen, C., Zhang, G., 2024, Severity Analyses of Urban Two-Vehicle-Involved Rear-End Crashes Characterized by Different Configurations Using Mixed Logit Models. Journal of Transportation

    Engineering, Part A: Systems, 150(2).

  • Zou, R., Yang, H., Yu, H., Chen, C., Zhang, G., Ma, D., 2023, Analyzing driver injury severity in two-vehicle rear-end crashes considering leading-following configurations based on passenger car and light truck involvement.  Accident Analysis & Prevention, 193, 107298.

  • Zhang, Q.#, Yu, H., Zhang, G., Ma, D., 2023, Optimal planning of flood-resilient electric vehicle charging stations.  Computer-Aided Civil and Infrastructure Engineering, 38(4), 489-507.

  • Wang,Y., Xiong, R., Yu, H., Bao, J., Yang, Z., 2022, A semantic embedding methodology for motor vehicle crash  records: A case study of traffic safety in Manhattan Borough of New York City. Journal of Transportation Safety  and Security, 14(11), 1913-1933.

  • Yang, M.#, Yu, H., Bai, L. 2021. Simulation-based evaluation of variation in left-turn paths in the coordinated  intersection management, Journal of Advanced Transportation, 6243530.

  • Han, Y., Yu, H.,Li, Z., Xu, C., Ji, Y., Liu, P., 2021, An optimal control-based vehicle speed guidance strategy to improve traffic safety and efficiency against freeway jam waves. Accident Analysis and Prevention, 163, 106429.

  • Yu, H., Li, Z.#, Zhang, G.∗, Liu, P., Ma, D., 2021, A Fusion Convolutional Neural Network Approach for Driver Injury Severity Analysis Considering Unobserved Heterogeneity. Analytic Methods in Accident Research, 30, 100157.

  • Li, Z.#, Yu, H.∗, Zhang, G., Dong, S., Xu, C., 2021, Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning, Transportation Research Part C: Emerging Technologies, 125, 103059.

  • Yu, H., Liu, P.∗, Fan, Y., Zhang, G., 2021, Developing a Decentralized Signal Control Strategy Considering Link

    Storage Capacity, Transportation Research Part C: Emerging Technologies, 124, 102971.

  • Guo, Y.∗, Yu, H., Zhang, G., Ma, D., 2021, Exploring the impacts of travel-implied policy factors on COVID-19 spread within communities based on multi-source data interpretations, Health and Place, 69, 102538.

  • Wu, J., Liu, P.∗, Zhou, Y., Yu, H., 2021, Stationary condition based performance analysis of the contraflow left-turn lane design considering the influence of the upstream intersection,  Transportation Research Part C: Emerging  Technologies, 122, 102919.

  • Yu, H., Yuan, R.#, Li, Z.#, Zhang, G.∗, Ma, D., 2020. Investigate Factors Affecting Driver Injury Severity in Snow-Related Rural Single-Vehicle Crashes.Accident Analysis and Prevention, 144, 105587.

  • Yu, H., Li, Z.#, Zhang, G.∗, Liu P., 2020, Extracting and Predicting Taxi Hotspots in Spatiotemporal Dimensions Using Conditional Generative Adversarial Neural Networks, IEEE Transactions on Vehicular Technology, 69(4), 3680-3692.

  • Zhang, Q.#, Yu, H., Li, Z., Zhang, G.∗, Ma, T., 2020, Assessing Potential Likelihood and Impacts of Landslides on  Transportation Network Vulnerability. Transportation Research Part D: Transport and Environment, 82, 102304.

  • Yu, H., Liu, P., Li, Z.#, Zhang, G.∗, Pu, Z., 2020. Quantifying Significance of Young Traveler Characteristics  in Travel Mode Choices Impacted by E-hailing Services. ASCE Journal of Transportation Engineering, Part A: Systems, 146(3).

  • Yu, H., Liu, P.∗, Bai, L., Lu, X., 2019, Dynamic Traffic Signal Control Strategies Considering Traffic Incident,  Journal of Traffic and Transportation Engineering (Chinese), 19(6), 182-190.

  • Yu, H., Li, Z.#, Zhang, G.∗, Liu, P., 2019, A latent class approach for driver injury severity analysis in highway  single vehicle crash considering unobserved heterogeneity and temporal influence, Analytic Methods in Accident  Research, 24, 100110.

  • Li, Z.#, Yu, H., Chen, X., Zhang, G.∗, Ma, D., 2019, Tsunami-induced traffic evacuation strategy optimization. Transportation Research Part D: Transport and Environment, 77, 535-559.

  • Li, Z.#, Yu, H., Zhang, G.∗, Wang, J., 2019, A Bayesian vector autoregression-based data analytics approach  to enable irregularly-spaced mixed-frequency traffic collision data imputation with missing values. Transportation Research Part C: Emerging Technologies, 108, 302-319.

  • Yu, H., Chen, X., Li, Z.#, Liu, P., Zhang, G.∗, 2019.Taxi-based Mobility Demand Formulation and Prediction Using Conditional Generative Adversarial Network-Driven Learning Approaches. IEEE transactions on Intelligent  Transportation System, 20(10), 3888-3899.

  • Li, Z.#, Wu, Q., Yu, H., Chen, C., Zhang, G., Tian, Z., Prevedouros, P., 2019. Temporal-Spatial Dimension Extension-Based Intersection Control Formulation for Connected and Autonomous Vehicle Systems.  Transportation  Research Part C: Emerging Technologies 104, 234-248.

  • Bao, J., Yu, H.∗, Wu, J., 2019. Short-term FFBS demand prediction with multi-source data in a hybrid deep learning framework. IET Intelligent Transport Systems, 13(9), 1340-1347.

  • Yu, H., Ma, R., Zhang, H.∗, 2018. Optimal traffic signal control under dynamic user equilibrium and link constraints  in a general network. Transportation Research Part B: Methodological 110, 302-325.

  • Yu, H.∗, Liu, P., Ma, R., Bai, Lu, 2018. Performance evaluation of integrated strategy of vehicle route guidance  and traffic signal control using traffic simulation. IET Intelligent Transport Systems 12(7), 696-702.

  • Yu, H.∗, Li, Z.#, Yuan, R., Zhang, G., 2020. Driver Injury Severity Prediction Using Highway Single-Vehicle  Crash Data: A Fusion Convolutional Neural Network Approach. Presentation at the 99th Annual Meeting of the  Transportation Research Board.

  • Yu, H., Bao, J.∗#, Bai, L., Liu, P., 2020. Simulation based Traffic Signal Control Strategies Comparison under Normal and Incident Conditions. Presentation at the 99th Annual Meeting of the Transportation Research Board.

  • Yuan, R.#,Yu, H.∗, Li, Z.#, Zhang, G., Ma, D., 2020. Investigate Factors Affecting Driver Injury Severity in Snow Related Rural Single-Vehicle Crashes. Presentation at the 99th Annual Meeting of the Transportation Research Board[Best Young Researcher Award at ANB10].

  • Zhang, Q.#, Yu, H.∗, Li, Z.#, Zhang, G., 2020, Vulnerability Analysis of the Road Network on Oahu under Landslide Susceptibility. Presentation at the 99th Annual Meeting of the Transportation Research Board.

  • Yu, H.∗, Liu, P., Li, Z.#, Zhang, G., Shen, H, 2019. Exploring Factors Affecting Young Travelers’ Mode Choice Considering E-hailing Services. Presented at the 98th Annual Meeting of the Transportation Research Board.  

  • Yu, H., Liu, P.∗, Zhou, X., 2018. Developing a Decentralized Signal Control Strategy Considering Link Storage Capacity. Presented in the 97th Annual Meeting of the Transportation Research Board. 

  • Yu, H., Ma, R., Liu, P., Zhang, H.∗, 2015. Optimal Traffic Signal Control Considering DUE Route Choice and  Queue Spillbacks. Presented at the 94th Annual Meeting of the Transportation Research Board. 

  • Yu, H.∗, Fan, R.#, Luo, X., Liu, P., 2014. Performance evaluation of combined vehicle route guidance and traffic signal control using traffic simulation. Presented at the 93rd Annual Meeting of the Transportation Research Board. 

  • Yu, H., Liu, P.∗, Wang, H., Liang, Q., 2012. Kernel density estimation based method for hazardous road segments  identification. In Proceedings of CICTP 2012. 

  • Yu, H., Liu, P.∗, Huang, J., Zhang, X., 2011. Developing the simulation module of traffic operations in vicinity of  speed bumps on highways in VISSIM. In Proceedings of ICCTP 2011.

  • 俞灏, 刘攀∗, 柏璐, 路小波, 2019, 考虑交通事件影响的动态交通信号控制策略, 交通运输工程学报,19(6), 182-190.


荣誉奖项

  • 多源数据驱动的道路交通安全分析理论与方法,教育部自然科学一等奖,2021,排第4  

  • 高快速路交通流状态辨识与主动控制关键技术及应用,中国公路学会科学技术奖特等奖,2023,排第10  

  • Investigate factors affecting driver injury severity in snow-related rural single-vehicle crashes. Standing Committee on Transportation Safety Management (ANB10) of Transportation Research Board 美国交通运输大会交通安全管理常务委会,Best Young Researcher Award 最佳青年学者奖, 2020, 排第2  

  • Integration of Traffic Route Guidance and Signal Control Considering Traffic Dynamics, COTA 海外华人交通协会, Final List of Best Dissertation Award  最佳博士学位论文提名奖, 2018, 排第2

教授课程

数据结构与算法B ,车路协同控制（研讨），智能网联车辆控制


学术兼职

学术组织 

  • 美国交通研究委员会(Transportation Research Board) 信息系统与技术常务委员会

    (Standing Committee on Informa tion Systems and Technology, AED50)，聘期：2019年4月 ∼ 2028年4月

  • 美国交通研究委员会(Transportation Research Board) 农业与食品运输常务委员会

    (Standing Committee on Agricul ture and Food Transportation, AT030)，聘期：2019年4月 ∼ 2028年4月

  • 世界交通运输大会自动驾驶与共享交通技术委员会，聘期: 2018年3月∼至今

期刊编委

  • 青年编委, 交通运输工程学报,2021年1月 ∼ 2023年12月 

  • 首席客座主编, Journal of Advanced Transportation特刊: Infrastructure Adaptability in Connected and Autonomous Vehicle-Enabled Traffic Flow Dynamics, 2020

  • 首席客座主编,Applied Sciences特刊: Smart, Safe and Reliable Transportation Systems,2022

期刊审稿人 

  • Transportation Research Part B: Methodological, Transportation Research Part C: Emerging Technologies, IEEE transactions on Intelligent Transportation Systems,IEEE Transactions on Vehicular Technology, Accident Analysis Prevention, ACM Transactions on Management Information Systems, Applied Intelligence, KSCE Journal of  Civil Engineering, Journal of Transportation Engineering, IET Intelligent Transport System, Journal of Advanced Transportation, Plos One

会议审稿人 

  • Transportation Research Board Annual Meeting 2012-2023, World Transport Conference 2017-2023, COTA International Conference of Transportation Professionals 2011-2022

招生需求

欢迎对科研有深入兴趣，具有交通、数学、计算机、自动化等相关专业背景的同学报考硕士、博士研究生。