论文标题

基于综合代理的微仿真框架,用于检查面向移动性政策的影响

Integrated Agent-based Microsimulation Framework for Examining Impacts of Mobility-oriented Policies

论文作者

Adnan, Muhammad, Outay, Fatma, Ahmed, Shiraz, Brattich, Erika, di Sabatino, Silvana, Janssens, Davy

论文摘要

旅行需求管理措施/政策对于维持个人旅行行为的积极变化很重要。一个基于集成代理的微仿真平台提供了一个丰富的框架,用于检查此类干预措施,以使用有关需求和供应方面的指标评估其影响。本文提出了一种方法,其中的单个时间表源自基于活动的模型的较轻版本,被送入Matsim模拟框架中。对两个欧洲城市,即哈塞尔特(比利时),博洛尼亚(意大利)进行仿真。在针对基本情况的总流量计数校准建模框架后,检查了一些交通管理策略(限制汽车访问,总线频率增加)的影响。结果表明,在减少网络流量以及将汽车驱动程序/乘客转移到其他旅行模式方面,限制汽车访问更有效。与增加频率相关的公交基础设施的增强导致骑自行车的人向公共交通转移,如果目标是改善可持续性和环境,这是该政策的不良结果。在未来的研究中,将增强该框架,以整合排放和空气分散模型,以确定这种干预措施对空气质量的影响。

Travel demand management measures/policies are important to sustain positive changes among individuals' travel behaviour. An integrated agent-based microsimulation platform provides a rich framework for examining such interventions to assess their impacts using indicators about demand as well as supply side. This paper presents an approach, where individual schedules, derived from a lighter version of an activity-based model, are fed into a MATSIM simulation framework. Simulations are performed for two European cities i.e. Hasselt (Belgium), Bologna (Italy). After calibrating the modelling framework against aggregate traffic counts for the base case, the impacts of a few traffic management policies (restricting car access, increase in bus frequency) are examined. The results indicate that restricting car access is more effective in terms of reducing traffic from the network and also shifting car drivers/passengers to other modes of travel. The enhancement of bus infrastructure in relation to increase in frequency caused shifting of bicyclist towards public transport, which is an undesirable result of the policy if the objective is to improve sustainability and environment. In future research, the framework will be enhanced to integrate emission and air dispersion models to ascertain effects on air quality as a result of such interventions.

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