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Intelligent transportation system contributions to the operating efficiency of Urban traffic

机译:智能交通系统对城市交通运营效率的贡献

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摘要

Intelligent transport systems (ITS) have powerful technologies that work together to improve transportation performance. The use of ITS provide effective solutions for intelligent decision making in traffic engineering, reducing traffic congestion, and increasing traffic safety. This study explains the working mechanisms of how ITS improve the operating efficiency of urban traffic and describes the development of a scientific evaluation model that can calculate the net contribution from, and assess the operational performance of, ITS and, in addition, remove interference from other factors. From correlation analysis and Granger causality tests, four key indicators are presented. In addition, a combination of difference in -differences and matching methods solves the problem of sample-selection deviation and endogenousness perfectly, and are useful in calculating the net contribution of ITS. According to the results, the contribution rate of ITS to the urban traffic operating efficiency in Guangzhou, China has been 6.32%. This value quantitatively demonstrates that ITS have a positive effect on urban traffic operating efficiency, and proves the effectiveness of ITS contributions to intelligent decision-making in traffic engineering.
机译:智能交通系统(ITS)具有强大的技术,这些技术可以共同提高交通运输性能。 ITS的使用为交通工程中的智能决策,减少交通拥堵和提高交通安全性提供了有效的解决方案。这项研究解释了ITS如何改善城市交通运营效率的工作机制,并描述了科学评估模型的发展,该评估模型可以计算ITS的净贡献并评估其运营绩效,此外还可以消除来自其他方面的干扰因素。通过相关性分析和格兰杰因果关系检验,提出了四个关键指标。另外,差异的差异和匹配方法的组合完美地解决了样本选择偏差和内生性的问题,对于计算ITS的净贡献非常有用。根据结果​​,智能交通系统对广州市城市交通运营效率的贡献率为6.32%。该值定量地证明了ITS对城市交通运营效率具有积极作用,并证明了ITS在交通工程智能决策中的作用。

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