I mainly engages in research on traffic operation risk assessment, big data analysis of traffic safety, identification of bad driving behaviors, and intelligent infrastructure traffic safety assurance technology. I have published more than 20 SCI/SSCI papers in prestigious international journals in the field of transportation, such as Transportation Research Part C and Part F, Accident Analysis and Prevention. I have received funding from the National Natural Science Foundation of China, the Shanghai Pujiang Talent Program, and the Excellent Young Talent Program of Tongji University. I am also a reviewer for several prestigious international transportation journals and has participated in several provincial and ministerial-level scientific research projects.
Education
Texas A&M University, USA, Doctor of Transportation Engineering
Tongji University, Master of Road Engineering
Tongji University, Bachelor of Transportation Engineering
Experience
Associate Professor, School of Transportation Engineering, Tongji University, January 2020 - present
Assistant Professor, School of Transportation Engineering, Tongji University, September 2015 - December 2019
Research interests
Traffic safety, risk analysis，driver behavior，big data analysis
Publications
(1) Peng, Yichuan; Abdel-Aty, Mohamed; Shi, Qi; Yu, Rongjie ; Assessing the impact of reduced visibility on traffic crash risk using microscopic data and surrogate safety measures, TRANSPORTA TION RESEARCH PART C-EMERGING TECHNOLOGIES, 2017, 74: 295-305
(2) Peng Yichuan; Abdel Aty Mohamed; Lee Jaeyoung; Zou Yajie ; Analysis of the Impact of FogRelated Reduced Visibility on Traffic Parameters, Journal of Transportation Engineering Part A-Sy stems, 2018, 144(2): 0-04017077
(3) Peng,Yichuan; Li Chongyi; Wang Ke; Gao Zhen; Yu Rongjie ; Examining imbalanced classifica tion algorithms in predicting real-time traffic crash risk, Accident Analysis and Prevention, 202 0, 144: 0-105610
(4) Yang, Xiaoxue; Zou, Yajie; Wu, Lingtao; Zhong, Xinzhi; Wang, Yinhai; Ijaz, Muhammad; Peng , Yichuan ; Comparative Analysis of the Reported Animal-Vehicle Collisions Data and Carcass Remov al Data for Hotspot Identification, Journal of Advanced Transportation, 2019, 1(1): 0-3521793
(5) Zou, Yajie; Zhong, Xinzhi; Ash, John; Zeng, Ziqiang; Wang, Yinhai; Hao, Yanxi; Peng, Yich uan ; Developing a Clustering-Based Empirical Bayes Analysis Method for Hotspot Identification, J OURNAL OF ADVANCED TRANSPORTATION, 2017, 1(1)