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首页> 外文期刊>Journal of advanced transportation >Shared Autonomous Taxi System and Utilization of Collected Travel-Time Information
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Shared Autonomous Taxi System and Utilization of Collected Travel-Time Information

机译:共享自主出租车系统和旅行时间信息的利用

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Shared autonomous taxi systems (SATS) are being regarded as a promising means of improving travel flexibility. Each shared autonomous taxi (SAT) requires very precise traffic information to independently and accurately select its route. In this study, taxis were replaced with ride-sharing autonomous vehicles, and the potential benefits of utilizing collected travel-time information for path finding in the new taxi system examined. Specifically, four categories of available SATs for every taxi request were considered currently empty, expected-empty, currently sharable, and expected-sharable. Two simulation scenarios—one based on historical traffic information and the other based on real-time traffic information—were developed to examine the performance of information use in a SATS. Interestingly, in the historical traffic information-based scenario, the mean travel time for taxi requests and private vehicle users decreased significantly in the first several simulation days and then remained stable as the number of simulation days increased. Conversely, in the real-time information-based scenario, the mean travel time was constant. As the SAT fleet size increased, the total travel time for taxi requests significantly decreased, and convergence occurred earlier in the historical information-based scenario. The results demonstrate that historical traffic information is better than real-time traffic information for path finding in SATS.
机译:共享自动出租车系统(SATS)被认为是提高出行灵活性的一种有前途的手段。每个共享的自主出租车(SAT)都需要非常精确的交通信息,以独立且准确地选择其路线。在这项研究中,出租车被共享出行的自动驾驶汽车所取代,在新的出租车系统中利用收集的旅行时间信息进行路径查找的潜在好处也得到了检验。具体来说,每个滑行请求的四类可用SAT被视为当前为空,预期为空,当前可共享和预期可共享。开发了两种模拟方案-一种基于历史交通信息,另一种基于实时交通信息-来检查SATS中信息使用的性能。有趣的是,在基于历史交通信息的情况下,出租车请求和私家车用户的平均旅行时间在前几个模拟天中显着减少,然后随着模拟天数的增加而保持稳定。相反,在基于实时信息的情况下,平均旅行时间是恒定的。随着SAT机队规模的增加,出租车请求的总旅行时间显着减少,并且在基于历史信息的情况下更早地发生了收敛。结果表明,在SATS中,历史交通信息比实时交通信息要好。

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