姓名：彭志鹏 性别：男 出生年月：1991年12月
职称：副教授 专业：交通运输规划与管理 联系邮箱：pengzhipengcdlw@163.com
个人简介
彭志鹏，男，汉族，1991年12月生。主要从事交通大数据分析、交通安全与环境、管理科学与工程等方向的研究。主持国家自然科学基金青年项目1项，陕西省社会科学基金项目1项，陕西省教育厅科研计划项目1项，参与国家社科基金项目1项，省、厅级项目多项，纵向课题研究经验丰富。在国内外重要期刊和国际会议发表论文30余篇，以第一作者/通讯作者身份发表SCI/SSCI论文12篇，EI等核心期刊3篇。
研究方向
1. 交通大数据分析
2. 交通安全与环境
3. 管理科学与工程
教学方向
1. 人工智能基础
2. 交通建模与仿真
教学奖励
无
科研奖励
1. 2025年度陕西高等学校人文社会科学研究优秀成果奖二等奖
2. 第十四届“挑战杯”大学生课外学术科技作品陕西省一等奖
科研项目
1. 2024.01-2026.12，交通环境和多重次任务交互作用下工作负荷演变分析及预测研究(52302443)，国家自然科学基金青年项目，主持人。
2. 2023.10-2025.10，基于出行大数据挖掘的城市交通碳减排潜力评估研究(2023R059)，陕西省社会科学基金项目，主持人。
3. 2026.01-2028.12，基于多源数据的城市低空运输碳减排综合效益评估及其适用性研究（25JZ040），陕西省教育厅科学研究计划重点项目，主持人。
4. 2023.01-2024.12，大数据驱动下出租车违法停靠行为识别与改善方法研究，陕西省教育厅专项科研计划项目(23JK0126)，主持人。
5. 2019.01-2021.12，共享经济影响下出租车交通事故致因机理及预防政策研究，国家社会科学基金项目(19BGL239)，参与。
出版专著
1. 王永岗 彭志鹏，共享经济时代出租车交通事故致因机理及预防政策研究
出版教材
无
发表论文
1. Peng ZP, Ji H, Easa SM, Wang CZ, Wang YG, Pan HY. Analyzing spatiotemporal truck emission pattern using explainable machine learning: A case study in Xi’an, China. Transportation Research Part D: Transport and Environment. 2024, 137, 104489. (SCI, 1区TOP)
2. Peng ZP, Pan HY, Huo YH, Wang CZ, Easa SM, Wang, YG. Harmony or hazard? Quantifying driver workload under music and navigation distractions using interpretable AI. Safety Science. 2026, 193, 107024. (SSCI, Q1 TOP)
3. Peng ZP, Wang YG, Truong L. Individual and combined effects of working conditions, physical and mental conditions, and risky driving behaviors on taxi crashes in China. Safety Science. 2022, 151, 105759. (SSCI, Q1 TOP)
4. Peng ZP, Ji H, Yuan RT, Wang YG, Easa SM, Wang CZ, Cui HS, Zhang, XT. Modeling and Spatial Analysis of Heavy-Duty Truck CO2 Using Travel Activities. Journal of Transport Geography. 2025, 124, 104158. (SCI, 1区 TOP)
5. Peng ZP, Huo YH, Wang CZ, Easa SM, Li FL, Zhang SQ, Liu ZY, Pan HY. Optimizing In-Vehicle Auditory Systems: How Music and Navigation Shape Driver Workload via Machine Learning. Transportation Research Part F: Psychology and Behaviour. 2025, 115, 103349. (SCI, 2区)
6. Peng ZP, Wang YG, Luo XY. How does financial burden influence the crash rate among taxi drivers? A self-reported questionnaire study in China. Traffic Injury Prevention. 2020, 21(5), 324-329.(SCI, 3区)
7. Wang Y, Peng ZP*, Zhao XT, Zuo JP, Ji H, Wang YG. Exploring the role of occupational factors in taxi crashes: a comparison of traditional and ride-hailing taxi drivers. 2025. Published Online.
8. Peng ZP, Zhang H, Wang YG. Work-related factors, fatigue, risky behaviours and traffic accidents among taxi drivers: A comparative analysis among age groups. International Journal of Injury Control and Safety Promotion, 2021, 28(1), 58-67. (SSCI, Q2)
9. Peng ZP, Wang YG, Wang LJ. A comparative analysis of factors influencing the injury severity of daytime and nighttime crashes on a mountainous expressway in China. International Journal of Injury Control and Safety Promotion, 2021, 28(4), 503-512. (SSCI, Q2)
10. Peng ZP, Pan HY, Yuan RT, Wang YG. A comparative analysis of risk factors influencing crash severity between full-time and part-time riding-hailing drivers in China. Transportation Letters: The International Journal of Transportation Research, 2024, 17(4): 612-627. (SSCI, Q2)
11. Peng ZP, Zuo JP, Ji H, Yuan RT, Wang YG. A comparative analysis of risk factors in taxi-related crashes using XGBoost and SHAP. International Journal of Injury Control and Safety Promotion. 2024, 31(3):508-520. (SSCI, Q2)
12. Peng ZP, Yuan RT, Qin Y, Wang YG, Gu X. A comparative analysis of factors affecting injury severity in speeding-related crashes on rural and urban roads. International Journal of Crashworthiness. 2024, 29(5):794-805. (SCI, 4区)
13. 彭志鹏, 潘恒彦, 王永岗. 基于贝叶斯网络的网约车交通事故致因机理分析. 东北大学学报（自然科学版）, 2023, 44(1): 145-152. (EI收录)
14. 彭志鹏, 王永岗. 基于双变量有序probit模型的出租车事故致因分析. 安全与环境学报, 2022, 22(02): 800-809. (CSCD收录)
15. 彭志鹏, 王妍，姬浩，赵夏童，崔鸿帅. 基于可解释机器学习的网约出租车事故致因机理分析. 安全与环境学报, 2026, 网络首发. (CSCD收录)
16. Pan HY, Logan DB, Stephens AN, Payre W, Wang YG, Peng ZP, Qin Y, Koppel S. Exploring the effect of driver drowsiness on takeover performance during automated driving: An updated literature review. Accident Analysis & Prevention. 2025, 216, 108023. (SSCI, 1区TOP)
17. Huo YH, Peng ZP, Pan HY, Li D, Wang YG. Impact of Music Tempo on Driving Behavior and Vigilance in Speed-Limited Areas on Urban Roads. Traffic Injury Prevention. 2025. Published online. (SCI, 3区)
18. Huo YH, Peng ZP, Li D, Wang YG. The interaction of navigation and music in shaping driver behavior and cognitive load: A simulation study under urban driving conditions. International Journal of Human-Computer Interaction. 2026. Published online. (SCI, 3区)
19. Cao Y, Xie XW, Peng ZP, Wang YG. Investigating crash mechanisms: Occupational factors among traditional and ride-hailing taxi drivers. Traffic Injury Prevention. 2025, Published online. (SCI, 3区)
20. Yuan RT, Jing G, Peng ZP, Xiang QJ. Injury severity analysis of two-vehicle crashes at unsignalized intersections using mixed logit models. International Journal of Injury Control and Safety Promotion, 2022, 29(6): 1-12. (SSCI, Q2)
21. Yuan RT, Gu X, Peng ZP, Xiang QJ. Analysis of factors affecting occupant injury severity in rear-end crashes by different struck vehicle groups: A random thresholds random parameters hierarchical ordered probit model. Journal of Transportation Safety & Security. 2023,15(6):636-657. (SCI, 3区)
22. Yuan RT, Gu X, Peng ZP, Xiang QJ. Exploring differences in injury severity between occupant groups involved in fatal rear-end crashes: a correlated random parameter logit model with mean heterogeneity. Transportation Letters: The International Journal of Transportation Research, 2023, Published Online. (SSCI, Q2)
23. Zuo JP, Qian CC, Su B, Ji H, Xu Y, Peng ZP. Evaluation of future renewable energy drought risk in China based on CMIP6. Renewable Energy, 2024, 225, 120308. (SCI, 1区TOP)
24. 王永岗, 赵梓乔, 魏文欣, 彭志鹏, 等.人机共驾模式下驾驶人心智游移预测.公路交通科技, 2025, 42 (07): 21-29.
25. 王永岗, 张衡, 彭志鹏, 等. 基于结构方程模型的出租车事故影响因素分析. 重庆交通大学学报（自然科学版）, 2021, 40(6): 36-42. (CSCD收录)
26. 戴学臻, 王妍, 彭志鹏, 等. 基于双重Logistic曲线模型汽车保有量预测方法.重庆交通大学学报(自然科学版) ,2019, 38(11):21-26. (CSCD收录)
27. 潘恒彦, 张文会, 梁婷婷, 彭志鹏, 等.基于MIMIC与机器学习的出租车驾驶员交通事故诱因分析.吉林大学学报(工学版), 2023, 53(02):457-467. (EI收录)
28. 戴学臻, 苑仁腾, 裴文杰, 彭志鹏. 基于集对分析的城市道路交通运行状况判别.重庆交通大学学报(自然科学版), 2019, 38(07): 96-101+118. (CSCD收录)
29. 李贵阳, 彭志鹏, 王永岗. 基于随机森林与FP-growrh算法的山区追尾事故数据分析. 交通科技, 2019, 6: 5-9.
30. 陈光会,徐英赫,李森森,等.考虑时间紧迫度的应急救援车辆路径问题建模与优化[J].物流技术,2024,43(08):151-160.
发表专利
1. 彭志鹏; 赵夏童; 刘子怡; 崔鸿帅; 姬浩; 刘家林; 潘恒彦; 霍一鹤; 王永岗.多种听觉干扰下基于皮电信号的驾驶员工作负荷评估方法. 2025. 专利号：ZL 202511247639.4
2. 彭志鹏; 赵夏童; 刘子怡; 崔鸿帅; 姬浩; 刘家林; 潘恒彦; 霍一鹤; 王永岗. 多种听觉干扰下基于多生理信号的驾驶员工作负荷预测方法. 2025. 专利号：ZL 202511311209.4
3. 苑仁腾; 彭志鹏; 王妍. 一种驾驶员操作习惯的检测装置. 2018. 专利号：CN201721671816.2
