论文标题

智能城市流动性:当移动性系统符合智能数据时

Smart Urban Mobility: When Mobility Systems Meet Smart Data

论文作者

Mahrez, Zineb, Sabir, Essaid, Badidi, Elarbi, Saad, Walid, Sadik, Mohamed

论文摘要

世界各地的城市正在急剧扩张,到2050年,城市人口增长近25亿人口,道路交通增长超过12亿辆。运输部门的经济贡献占欧洲GDP的5%,在美国平均占4825亿美元。这些数字表明工业城市的迅速崛起以及迫切需要从传统城市转向智慧城市。本文对不同的方法和技术进行了调查,例如智能运输系统(ITS),该系统利用通信技术来帮助在驾驶过程中保持道路使用者的安全,并通过优化控制系统来支持自主移动性。当与准确的人工智能模型结合使用以优化城市规划,分析人群行为并预测交通状况时,它的作用得到了加强。由于存在数十亿用户通过使用新技术和在线社交媒体而产生的大量移动性数据,因此AI驱动的情况变得可能成为可能。正如本文所讨论的那样,城市规划的优化增强了车辆路线的功能并解决了交通拥堵问题。从生态学的角度来看,我们讨论了为促进移动系统使用的措施和激励措施。我们还强调了政治意愿在促进运输部门开放数据方面的作用,这被认为是开发城市变得更健康,更可持续所必需的技术解决方案的重要组成部分。

Cities around the world are expanding dramatically, with urban population growth reaching nearly 2.5 billion people in urban areas and road traffic growth exceeding 1.2 billion cars by 2050. The economic contribution of the transport sector represents 5% of the GDP in Europe and costs an average of US $482.05 billion in the United States. These figures indicate the rapid rise of industrial cities and the urgent need to move from traditional cities to smart cities. This article provides a survey of different approaches and technologies such as intelligent transportation systems (ITS) that leverage communication technologies to help maintain road users safe while driving, as well as support autonomous mobility through the optimization of control systems. The role of ITS is strengthened when combined with accurate artificial intelligence models that are built to optimize urban planning, analyze crowd behavior and predict traffic conditions. AI-driven ITS is becoming possible thanks to the existence of a large volume of mobility data generated by billions of users through their use of new technologies and online social media. The optimization of urban planning enhances vehicle routing capabilities and solves traffic congestion problems, as discussed in this paper. From an ecological perspective, we discuss the measures and incentives provided to foster the use of mobility systems. We also underline the role of the political will in promoting open data in the transport sector, considered as an essential ingredient for developing technological solutions necessary for cities to become healthier and more sustainable.

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