个人简历

于海洋，北京航空航天大学交通科学与工程学院研究员、博士生导师，国家万人计划科技创新领军人才。担任北航智能车路协同创新中心主任、北航合肥创新研究院智慧交通研究中心主任。“全国城市道路交通文明畅通提升行动计划”专家组专家、中国智能交通协会青年专家委员会副主任委员、中国自动化学会车辆控制与智能化专委会委员、中国汽车工程学会汽车智能共享出行工作委员会委员、北京市自动驾驶车辆道路测试专家委员会委员；入选中国智能交通协会中青年科技创新领军人才和协会优秀中青年专家。

研究领域

"智能车路协同系统、交通大数据、交通控制与仿真"

近期论文

Haiyang Yu, Zhihai Wu, Dongwei Chen, Xiaolei Ma*,Probabilistic Prediction of Bus Headway Using Relevance Vector Machine Regression, IEEE Transactions on Intelligent Transportation Systems(2016)PP(99):1-10(SCI,Q1)\r
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Haiyang Yu, Dongwei Chen, Zhihai Wu, Xiaolei Ma*, Yunpeng Wang，Headway-based bus bunching prediction using transit smart card data，Transportation Research Part C，72 (2016) 45–59(SCI,Q1)\r
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Xiaolei Ma, Haiyang Yu*, Yunpeng Wang and Yinhai Wang, Large-scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory, PLOS ONE, 10(3): e0119044, 2015. (SCI,Q1，ESI高被引)\r
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Gang Yang, Yunpeng Wang, Haiyang Yu *, Yilong Ren and Jindong Xie. Short-Term Traffic State Prediction Based on the Spatiotemporal Features of Critical Road Sections[J]. Sensors（SCI，Q1）\r
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Jun Bi, Ting Zhang, Haiyang Yu*, Yanqiong Kang，State-of-health estimation of lithium-ion battery packs in electric vehicles based on genetic resampling particle filter，Applied Energy 182 (2016) 558–568(SCI,Q1)\r
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Haiyang Yu, Zhihai Wu, Shuqin Wang, Yunpeng Wang and Xiaolei Ma*， Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks，Sensors，17（7）： 2017. (SCI,Q1)\r
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Jiyuan Tan, Xiangyun Shi,Zhiheng Li,Kaidi Yang,Na Xie, Haiyang Yu*,Li Wang and Zhengxi Li，Continuous and Discrete-Time Optimal Controls for an Isolated Signalized Intersection，Journal of Sensors，2017.9. (SCI,Q2)\r
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Yawen Hu，YunpengWang, Junfeng Zhang and Haiyang Yu*，Correlation degree analysis of arterial adjacent intersections for coordinated control subunit partition，Advances in Mechanical Engineering,2018. （SCI，Q4）\r
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Haiyang Yu, Shuai Yang, Zhihai Wu, Xiaolei Ma*. Vehicle trajectory reconstruction from automatic license plate reader data[J]. International Journal of Distributed Sensor Networks，（SCI，Q4）\r
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Wanli DONG，Yunpeng WANG，Haiyang YU*，An identification model of urban critical links with macroscopic fundamental diagram theory Frontiers of Computer Science(2016) (SC，Q4I)
北京市自动驾驶车辆道路测试专家委员会委员
中国智能交通协会青年专家
中国自动化学会车辆控制与智能化专委会委员