深圳大学主页平台管理系统崔海鹏--中文主页--科研工作

崔海鹏

个人信息

Personal information

学位：博士
职称：助理教授
学术荣誉：鹏城孔雀计划特聘岗位C档人才

科研工作

中文主页 - 科研工作

研究方向及兴趣

交通/物流运输建模与算法设计，包含低空无人机物流、无人机-卡车协同运输、公路运输、多式联运、公交/轨道系统运输优化等；深度学习（智能交通）、交通大数据挖掘；交通安全、学科交叉等。

1、低空物流

基于强化学习的动态无人机-卡车协同运输

2、公路物流运输方案优化、算法设计

3、交通状态预测深度学习算法

4、交通大数据挖掘

纵向项目

[1] 国家自然科学基金,末端运输中集卡-货车-无人机协同动态调度优化研究,在研.
[2] 深圳大学,考虑灾害影响的城市集卡-货车协同动态调度算法研究,在研.
[3] 深圳大学,基于多源数据的交通运行状态智能预测建模研究,在研.

期刊论文

[1] Cui Haipeng.Li Keyu.Jia Shuai*.Meng Qiang.Dynamic collaborative truck-drone delivery with en-route synchronization and random requests,Transportation Research Part E: Logistics and Transportation Review,2024-12-01.
[2] Cui Haipeng.Meng Qiang*.Wang Hua.Chen Shukai.Network-level short-term traffic state prediction incorporating critical nodes: A knowledge-based deep fusion approach,Information Sciences,2024-02-01.
[3] Cui Haipeng.Meng Qiang*.Teck-Hou Teng.Yang Xiaobo.Spatiotemporal correlation modelling for machine learning-based traffic state predictions: state-of-the-art and beyond,Transport Reviews,2023-07-01.
[4] Jia Shuai.Cui Haipeng*.Chen Rui.Meng Qiang.Dynamic container drayage with uncertain request arrival times and service time windows,Transportation Research Part B: Methodological,2022-12-01.
[5] Cui Haipeng.Chen Shukai*.Chen Rui.Meng Qiang.A two-stage hybrid heuristic solution for the container drayage problem with trailer reposition,European Journal of Operational Research,2022-06-01.

会议论文

[1] Keyu Li.Xuxin Zhang.Haipeng Cui*.Dynamic Truck-Drone Delivery with Synchronization on Routes and Uncertain Requests Arrival Times,,.
[2] Kai Xiao.Xuxin Zhang.Haipeng Cui*.Vehicle Trajectory Prediction with Temporal-Spatial Fusion Attention based on Lane Flow Learning,,.
[3] Haipeng Cui.Kun Xie*.A Full Bayesian Space-time Random Effect Approach for Hexagon-based Crash Frequency Modeling,,.
[4] Bin Hu.Kun Xie*.Haipeng Cui.Hangfei Lin.A Bayesian Spatiotemporal Approach for Bus Speed Modeling,,.
[5] Haipeng Cui*.Hangfei Lin.Performance Evaluation of Dedicated Bus Lanes on Major Urban Roads based on GPS Data: case study of Shenzhen, China,,.

软件著作权登记

[1] 动态卡车无人机协同运输系统 V1.0，2024SR0588154