师资队伍

教师名录

张志鹏

交通运输工程系

电子邮件:zp.zhang@sjtu.edu.cn
通讯地址:上海市闵行区东川路800号木兰船建大楼

张志鹏,上海交通大学船建学院助理教授、博士生导师、硕士生导师。2016年于伊利诺伊大学香槟分校获硕士学位(导师:Christopher P.L. Barkan 和 Rapik Saat),2020年于罗格斯大学获博士学位(导师:Xiang Liu教授)


【工作经历】
2020.06 - 至今:上海交通大学,交通运输工程系,助理教授
2017.01 - 2020.05: 美国,罗格斯大学轨道交通实验室,研究助理
2015.12 - 2016.12: 美国,美国铁路交通与工程中心(RailTEC) & 美国大学铁路研究中心 (NURail),研究助理
【教育背景】
2017 - 2020:美国,罗格斯大学,土木工程,博士
2014 - 2016:美国,伊利诺伊大学香槟分校,土木工程,硕士
2011 - 2015: 北京交通大学,土木工程,学士

交通安全,智慧轨道交通,计算机视觉,交通安全人因分析

  1. 国家自然科学基金,青年项目,基于多源数据的高影响天气下铁路安全风险演化机理与状态预警,项目负责人

  2. 上海市青年科技英才扬帆计划,基于机器视觉的轨道交通异物侵入智能检测和风险评价模型研究,项目负责人

  3. 轨道交通控制与安全国家重点实验室(北京交通大学)开放课题,基于异构数据的高影响天气下铁路安全事故风险分析与评估,项目负责人

  4. 上海交通大学,青年教师启动基金项目,复杂环境下交通安全状态智慧监测关键技术与预测理论研究,项目负责人

  5. 上海市科委,“科技创新行动计划” 社会发展科技攻关项目,基于人工智能的物业风险管理处置及预测关键技术与系统,项目参与人

  6. 上海市政工程设计研究总院,地下道路交通流全息感知监测与态势预警技术研究,技术负责人

  7. 美国交通部,研究与发展项目,基于主动列车控制系统的铁路限速行驶研究,项目参与人

  8. 美国交通部,研究与发展项目,轨道大数据分析与基础设施病害风险预测研究,项目参与人

  9. 美国交通部,高校研究中心基金项目,轨道交通资产管理和风险管理的运营理念,项目参与人


【期刊论文】

23. Yujie Huang, Zhipeng Zhang*, Yu Tao, Hao Hu, 2022. Causal Chain Analysis of Railroad Intrusion Based on Text Mining and Bow-Tie Model. Advanced Engineering Informatics. 54, p.101726. https://doi.org/10.1016/j.aei.2022.101726

22. Song, B., Zhang, Z.*, Qin, Y., Liu, X. & Hu, H., 2022. Quantitative Analysis of Freight Train Derailment Severity with Structured and Unstructured Data. Reliability Engineering & System Safety. 224 (2022): 108563. https://doi.org/10.1016/j.ress.2022.108563.

21. Xinyu Mei, Xiaojing Zhou, Feng Xu*, Zhipeng Zhang, 2022. Human Intrusion Detection in Static Hazardous Areas at Construction Sites: A Deep-Learning-Based Method. ASCE's Journal of Construction Engineering and Management. (accepted)

20. Peiru Chen, Zhipeng Zhang*, Yujie Huang, Hao Hu, Lei Dai, 2022. Risk Assessment of Marine Accidents with Fuzzy Bayesian Networks and Causal Analysis. Ocean & Coastal Management. 228, p.106323, https://doi.org/10.1016/j.ocecoaman.2022.106323

19. Yubing Wang, Siqing Guo, Lei Dai*, Zhipeng Zhang, Hao Hu, 2022. Shore side electricity subsidy policy efficiency optimization: From the game theory perspective. Ocean and Coastal Management. 228, pp. 106324. https://doi.org/10.1016/j.ocecoaman.2022.106324.

18. Muhammad Saadullah, Zhipeng Zhang*, Hao Hu, 2022. Estimation of Travel Time Variation Caused by Transport Infrastructure Development using Macroscopic Fundamental Diagram Framework. Smart and Resilient Transportation. https://doi.org/10.1108/SRT-04-2022-0006.

17. Zhang, Z., Zaman, A., Xu, J., and Liu, X.*, 2022. Artificial Intelligence-Aided Railroad Trespassing Detection and Data Analytics: Methodology and A Case Study. Accident Analysis and Prevention, 168, 106594. https://doi.org/10.1016/j.aap.2022.106594.

16. Zhang, Z., Lin, C.Y., Liu, X.*, Bian, Z., Dick, C.T., Zhao, J., Kirkpatrick. S., 2022. An Empirical Analysis of Freight Train Derailment Rates for Unit Trains and Manifest Trains. Journal of Rail and Rapid Transit. https://doi.org/10.1177/09544097221080615.

15. 马宝奎,柴浩,张志鹏*2022.后疫情时期城市轨道交通客流特征分析与韧性探讨[J].综合运输(CN11-1197/U.2022(07),44:75-80.

14. 柴浩,张志鹏*,游克思,孙培翔,胡昊,2021. 雷视联合检测技术及在北横通道的应用研究 [J].交通与运输(ISSN 1671-3400.CN31-1476/U. Vol.37, No.6. Page 54-58.

13. Zhang, Z., Liu, X.* and Hu, H., 2021. Statistical Analysis of Seasonal Effect on Freight Train Derailments. ASCE Journal of Transportation Engineering Part A: Systems. 147(10), p. 04021073. https://doi.org/10.1061/JTEPBS.0000583.

12. Zhang, Z., Turla, T., and Liu, X. *, 2021. Analysis of Human-Factor-Caused Freight Train Accidents in the United States. Journal of Transportation Safety & Security, 13(10), pp.1157-1186. https://doi.org/10.1080/19439962.2019.1697774.

11. Zhang, Z., Liu, X. * and Hu, H., 2021. Passenger Rail Station Safety Improvement and Analysis of End-of-Track Collisions based on Systems-Theoretic Accident Modeling and Processes (STAMP). Smart and Resilient Transportation. 3(2): 97-117. https://doi/10.1108/SRT-12-2020-0028.

10. Zhang, Z., Liu, X. * and Holt, K., 2020. Prevention of End-of-Track Collisions in Passenger Terminals via Positive Train Control: Benefit-Cost Analysis and Operational Impact Assessment. Transportation Research Record: Journal of the Transportation Research Board, 2674(7), 16-28. https://doi.org/10.1177/0361198120920628.

9Zhang, Z., and Liu, X. *, 2020. Safety Risk Analysis of Restricted-Speed Train Accidents in the United States. Journal of Risk Research, 23(9), pp.1158-1176. https://doi.org/10.1080/13669877.2019.1617336.

8Zhang, Z., Liu, X. * and Holt, K., 2019. Prevention of End-of-Track Collisions at Passenger Terminals via Positive Train Control. Transportation Research Record: Journal of the Transportation Research Board, 2673(9), pp.471-479. https://doi.org/10.1177/0361198119846104.

7Bian, Z, Zhang, Z., Liu, X. * and Qin, X. 2019.  Unobserved Component Model (UCM) for Predicting Monthly Traffic Volume. ASCE Journal of Transportation Engineering Part A: Systems, 145(12), p.04019052. https://doi.org/10.1061/JTEPBS.0000281.

6Turla, T., Liu, X. * and Zhang, Z., 2018.  Analysis of Freight Train Collision Risk in the United States.  Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, p.0954409718811742.

5Liu, X. *, Turla, T. and Zhang, Z., 2018. Accident-Cause-Specific Risk Analysis of Rail Transport of Hazardous Materials. Transportation Research Record: Journal of the Transportation Research Board, 2672(10), pp.176-187.

4Li, W. *, Roscoe, G. S., Zhang, Z., Saat, M. R. and Barkan, C. P., 2018. Comparison of Loaded and Empty Unit Train Derailment Characteristics. Transportation Research Record: Journal of the Transportation Research Board, 2672(10), pp.156-165.

3Zaman, A., Liu, X. * and Zhang, Z., 2018.  Video Analytics for Railroad Safety Research: An Artificial Intelligence Approach. Transportation Research Record: Journal of the Transportation Research Board, 2672(10), pp.269-277. https://doi.org/10.1177/0361198118792751.

2Zhang, Z., Liu, X. * and Holt, K., 2018. Positive Train Control (PTC) for Railway Safety in the United States: Policy Developments and Critical Issues. Utilities Policy, 51, pp.33-40. https://doi.org/10.1016/j.jup.2018.03.002.

1Zhang, Z., Trivedi, C., and Liu, X. *, 2018. Automated Detection of Grade-Crossing-Trespassing Near Misses Based on Computer Vision Analysis of Surveillance Video Data. Safety Science, 110, pp.276-285. https://doi.org/10.1016/j.ssci.2017.11.023.

 

【专著章节】

1.     Liu, X. and Zhang, Z., 2021. Volume 2: Transport Safety and Security - Railroad Safety. International Encyclopedia of Transportation, ELSEVIER, Amsterdam, Netherlands, May 2021, ISBN: 9780081026724. https://doi.org/10.1016/B978-0-08-102671-7.10169-1.


【会议论文】

13. Chai, H., Bian, Z., and Zhang, Z.*, 2022. Investigation of Two-Wheel Vehicles Conflict Risks at Non-Signalized Intersections. In Transportation Research Board 101st Annual Meeting. No. TRBAM-22- 02933.

12. Song, B., Ma, X., Hu, H., and Zhang, Z.*, 2022. Railroad Accident Causal Analysis with Unstructured Narratives Using Bidirectional Encoder Representations for Transformers. In Transportation Research Board 101st Annual Meeting. No. TRBAM-22-02848.

11. Zhang, Z., Liu, X., Bian, Z., Dick, C.T., Zhao, J., Kirkpatrick, S., 2021. Analysis of Freight Train Derailment Rates for Unit Trains and Manifest Trains. In Transportation Research Board 100th Annual Meeting. No. TRBAM-21-03709.

10. Zhang, Z., Liu, X. *, and Holt, K., 2020.  Safety Analysis of End-of-Track Collisions in Passenger Stations via Systems-               Theoretic Accident Modeling and Processes (STAMP). In Transportation Research Board 99th Annual Meeting.

9Zhang, Z., Zhou, K., and Liu, X. *, 2020.  Broken Rail Prediction with Machine Learning-Based Approach. In 2020 Joint Rail Conference, JRC2020-8102. American Society of Mechanical Engineers. https://doi.org/10.1115/JRC2020-8102.

8Zhang, Z., Zhou, K., and Liu, X. *, 2020.  Probabilistic Risk Analysis of Broken Rail-Caused Train Derailments.  In 2020 Joint Rail Conference, JRC2020-8100. American Society of Mechanical Engineers. https://doi.org/10.1115/JRC2020-8100.

7Zhang, Z., Liu, X. *, Holt, K., Jacobini, F.B., 2020. Field Testing Plan for Positive Train Control Enforcement in Passenger Terminals. In 2020 Joint Rail Conference, JRC2020-8101. American Society of Mechanical Engineers.

6Zhang, Z., Liu, X. *, Holt, K., and Jacobini, F. B., 2019. Prevention of End-of-Track Collisions in Passenger Terminals via Positive Train Control: A Benefit-Cost Analysis. In AREMA Conference Proceedings, Minneapolis, MN.

5Zhang, Z., Casazza A., Liu, X. *, and Turla, T., 2019. Railroad Trespassing Risk Management: A Literature Review. In AREMA Conference Proceedings, Minneapolis, MN.

4Zhang, Z., Liu, X. * and Bian, Z., 2018. Analysis of Restricted Speed Related Train Accidents in the United States, 2000 to 2016. In 2018 Joint Rail Conference (pp. V001T06A001). American Society of Mechanical Engineers.

3Zhang, Z., Liu, X. * and Bian, Z., 2018. Analysis of Restricted-Speed Accidents Using Fault Tree Analysis. In 2018 Joint Rail Conference (pp. V001T06A002-V001T06A002). American Society of Mechanical Engineers.

2Zhang, Z., Liu, X. * and Qin, X., 2018. Statistical Analysis of Seasonal Effect on Freight Railroad Derailment Rate. In Transportation Research Board 97th Annual Meeting. (No. 18-03250)

1.  Turla, T., Liu, X. *, Zhang, Z. and Bian, Z., 2018. Analysis of Train Collision Risk in the United States: 2001 to 2015. In 2018 Joint Rail Conference (pp. V001T06A004). American Society of Mechanical Engineers.


【杂志文章】

  1. Zhang, Z., 2018. Student Chapter RT&S highlight. Railway Track & Structures (RT&S), January 2019.

  2. Rodriguez, D. F. and Zhang, Z., 2018. Rutgers University AREMA Student Chapter 2017-2018 Academic Year. Railway Track & Structures (RT&S), May 2018.

  3. Rodriguez, D. F., Zhang, Z., and Higgins, C., 2017. Student Chapter Update. Railway Track & Structures (RT&S), July 2017.

  1. 【课程】

  2. 人工智能与智慧交通,TE8315,研究生课程

  3. 系统工程,MEM6004,工程管理硕士课程



【教学实践育人】

  1. 䇹政项目:

    • 第九期-后疫情时代下的轨道交通发展及其韧性研究:郭仲杰

  2. 大学生创新计划项目(IPP):

    • 第二十二期-基于机器视觉的施工工地危险区域人员侵入识别:梅心语、周小静

    • 第二十二期-基于计算机视觉和深度学习的铁路沿线异物侵入检测和识别:张一

  3. 本科生研究计划(PRP):

    • 第39期-极端恶劣天气对高速铁路安全运行的影响研究:王钧溥

  4. 科创竞赛:

    • 第十七届“挑战杯”全国大学生课外学术科技作品竞赛红色专项二等奖 — 指导老师

    • 第三届“交通·未来”全国大学生科创作品大赛一等奖 — 指导老师

    • 2020年上海市大学生交通创新大赛二等奖— 指导老师



张志鹏,柴浩,胡昊,游克思,孙培翔,徐峰,戴磊.一种基于雷达和视频数据融合的隧道交通管控方法及系统. 发明专利,2022.


2022年 中国科协科技智库青年人才

2021年 上海市青年科技英才杨帆计划

2021年 第三届“交通·未来”大学生科创作品大赛优秀指导老师

2021年 上海交通大学大学学生社会实践“优秀指导教师”

2020年 美国铁路工程运营维护协会奖

2019年 美国纽约中央火车纪念奖

2018年 美国铁路艺术纪念奖

版权所有 © 2014 上海交通大学船舶海洋与建筑工程学院 沪交ICP备05053   流量统计