Simulation as Support to evaluate UMP

Marina Laisa da Silva, M. Pasin
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Abstract

Context: To provide continuous mobility, municipalities need to rethink the transport system in cities, described in the Urban Mobility Plan (UMP). Problem: Before proposing changes to UMP, it is necessary to evaluate the improvements in relation to the available infrastructure. This can be accomplished through computer simulation. Therefore, one of the major challenges to simulation is data lacking. Solution: This work evaluates changes to UMP and their impacts on urban mobility using different traffic flows, supported by computer simulation. Web information is used to generate lacking data. IS (Information System) Theory: Computer simulation can support the decision making process and allow municipalities evaluating different situations before making changes to the current traffic scenario. Method: Simulation of traffic scenarios using Web information to generate lacking data. The resulting output can support the decision making process. Summary of Results: According to the experiments carried out in the context of this work, considering different traffic scenarios, there was a drop of 4% in CO2, 15% in CO, 10% in HC, 4% in NOX, 5% in fuel consumption and 7% reduction in travel times. Contributions and Impact in the IS area: The main contribution of the article is to enable a technology based on traffic simulation for evaluation of UMP that can provide information and support for decision making process even with the absence of a full dataset.
模拟作为评估UMP的支持
背景:为了提供持续的流动性,城市需要重新思考城市交通系统,如城市流动性计划(UMP)所述。问题:在对UMP提出变更建议之前,有必要评估与现有基础设施相关的改进。这可以通过计算机模拟来实现。因此,模拟的主要挑战之一是缺乏数据。解决方案:本工作通过计算机模拟,利用不同的交通流量评估非常规交通政策的变化及其对城市交通的影响。Web信息用于生成缺乏的数据。IS(信息系统)理论:计算机模拟可以支持决策过程,允许市政当局在改变当前交通情景之前评估不同的情况。方法:利用Web信息模拟交通场景,生成缺乏的数据。结果输出可以支持决策过程。结果总结:根据本工作背景下进行的实验,考虑到不同的交通场景,CO2下降4%,CO下降15%,HC下降10%,NOX下降4%,燃油消耗下降5%,出行时间减少7%。IS领域的贡献和影响:本文的主要贡献是实现了一种基于交通模拟的UMP评估技术,即使在缺乏完整数据集的情况下,也可以为决策过程提供信息和支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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