个人简介
于海洋,北京航空航天大学教授、博士生导师,国家级领军人才。北航前沿院智能交通研究院院长、北航杭州创新研究院智能交通研究中心主任、车路一体智能交通全国重点实验室副主任。兼任“全国城市道路交通文明畅通提升行动计划”专家组专家、工业和信息化部科技委委员、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、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优秀中青年专家。
主要从事智能车路协同控制、车联网信息安全、自主式交通系统互操作等教学和科研工作。主持国家科技支撑计划项目、国家重点研发计划项目、国家自然科学基金等各类科研项目30余项,获国家科技进步二等奖2项,省部级一等奖4项。
荣誉及奖励
安徽省科技奖励
安徽省科学技术奖
教育部科学技术奖
国家科技进步奖励
近期论文
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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)
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)
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)
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)
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)
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)
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)
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)
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)
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)