交通运输系统工程与信息2024,Vol.24Issue(5) :309-317.DOI:10.16097/j.cnki.1009-6744.2024.05.028

基于扩展决策场的机场落客区车辆-旅客行为建模分析

Modeling and Analysis of Vehicle-passenger Behavior in Airport Drop-off Areas Based on Extended Decision Fields Theory

唐铁桥 钟静燃 袁小婷 覃梦欣
交通运输系统工程与信息2024,Vol.24Issue(5) :309-317.DOI:10.16097/j.cnki.1009-6744.2024.05.028

基于扩展决策场的机场落客区车辆-旅客行为建模分析

Modeling and Analysis of Vehicle-passenger Behavior in Airport Drop-off Areas Based on Extended Decision Fields Theory

唐铁桥 1钟静燃 2袁小婷 2覃梦欣2
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作者信息

  • 1. 北京航空航天大学,交通科学与工程学院,北京 100191;杭州市北京航空航天大学国际创新研究院,杭州 311115
  • 2. 北京航空航天大学,交通科学与工程学院,北京 100191
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摘要

近年来,随着航空旅客运输的发展,机场陆侧交通资源愈发紧张.机场落客区作为衔接机场航站楼内部与外部交通之间的交互面,行人和车辆交互冲突严重,落客区运行压力大.本文以某国内机场为研究对象,基于实地调查的视频数据,建立基于Logistic回归模型的车辆让行模型;发布调查问卷,从效率、安全和舒适这3种属性收集该机场落客区场景下旅客做出的选择,最终建立落客区环境下的人车冲突仿真模型,利用仿真模型探究落客区内人车冲突情景.仿真结果表明:在多幅路结构的落客区内,旅客乱穿马路的选择与交通密度和过街次数有关,交通密度越大,旅客需要过街的次数越多,旅客乱穿马路的频率越低,在中幅路落客的旅客最高违规过街率为6.8%,在外幅路落客的旅客最高违规过街率为2.1%;当人行道和入站口相互间距扩大1倍,外幅路落客的旅客平均违规过街率提升1.6%,中幅路落客的旅客平均违规过街率提升0.9%;此外,通过限制旅客乱穿马路,可以有效减少非高峰时期车辆让行次数,提升落客区车辆通行效率.

Abstract

In recent years,the rapid growth of air passenger transportation has progressively constrained landside traffic resources at airports.As a crucial interface between internal and external airport traffic,the passenger drop-off areas experiences significant conflicts between pedestrians and vehicles,leading to inefficiencies in traffic operations.This study focuses on a domestic airport,utilizing field investigation video data to develop a vehicle yield model based on Logistic regression.In addition,a survey was conducted to gather passengers'preferences in the drop-off area,focusing on three attributes:efficiency,safety,and comfort.These data were then used to develop a simulation model of pedestrian-vehicle conflicts in the drop-off environment.The simulation model was employed to investigate various conflict scenarios within the drop-off area.The simulation results reveal that in drop-off areas with multiple road structures,the likelihood of jaywalking is influenced by traffic density and the frequency of required crossings.Higher traffic density and more frequent crossings result in a lower rate of jaywalking.The highest rate of jaywalking recorded for passengers in the middle lane was 6.8%,compared to a rate of 2.1%for passengers in the outer lane.When the distance between the sidewalk and entrance is doubled,the average jaywalking rate of passengers dropped off in the outer lane increases by 1.6%,while the average jaywalking rate of passengers dropped off in the middle lane increases by 0.9%.Furthermore,restricting passenger jaywalking effectively reduces the number of vehicle concessions during off-peak periods,thereby improving traffic efficiency in the drop-off areas.

关键词

交通工程/落客区/扩展决策场/车辆—旅客行为/Logistic回归模型

Key words

traffic engineering/passenger drop-off area/extended decision field theory/vehicle-passenger behavior,Logistic regression model

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基金项目

国家自然科学基金(72231001)

国家自然科学基金(72171006)

出版年

2024
交通运输系统工程与信息
中国系统工程学会

交通运输系统工程与信息

CSTPCDCSCD北大核心
影响因子:0.664
ISSN:1009-6744
参考文献量3
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