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Nan Zheng:Network level traffic flow modeling and control - Some basics and recent advances

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2024年04月08日 11:19 来源:交通运输工程学院

报告承办单位:交通运输工程学院

报告内容: 网络级交通流建模与控制-宏观基本图模型特性与相关研究进展(Network level traffic flow modeling and control - Some basics and recent advances)

报告人姓名: Nan Zheng

报告人所在单位: Monash University

报告人职称/职务及学术头衔: Associate Professor/ Assistant to Dean (International Relations), Faculty of Engineering, Deputy Director (International Relations), Civil Engineering Department.

报告时间: 2024年4月10日(周三) 上午11:00-12:00

报告地点:工科二楼 B413

报告人简介: Dr. Zheng is an internationally-recognised researcher in the area of traffic flow modelling and control theory, autonomous vehicle systems, and data-driven approaches for transport studies. Dr. Zheng holds a PhD degree at Swiss Federal Institute of Technology, Lausanne (EPFL, 2010-2014), Postdoc Research at Swiss Federal Institute of Technology, Zurich (ETHZ, 2014-2016), then an Associate Professor (2016-2018) at the School of Transportation Engineering and Technology, Beihang University.

One research direction of Dr. Zheng’s group is well-known to apply the Macroscopic Fundamental Diagram (MFD) to traffic flow modelling, transport network design, demand management policies, and real-time traffic monitoring and control in large-scale road networks. In this presentation, Dr. Zheng will provide an overview of the MFD model, a shammed of his works in this direction, and provide details on the most recent works, including a percolation-based congestion characterisation and the application to network control, and an MFD- and region-flow-dynamic-based OD estimation.

 

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