将联网自动穿梭巴士作为公共交通的替代方案--基于模拟的研究

Zheng Xu, Nan Zheng
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引用次数: 0

摘要

互联自主班车的概念因其提供更安全、更一致的出行体验,从而有可能彻底改变传统公共交通而得到越来越多的认可。尽管技术进步促进了自动驾驶班车与当前交通系统的整合,但这一领域的研究仍处于探索阶段,公众对自动驾驶技术的接受度和信任度构成了重大挑战。本文通过身临其境的体验,验证了部署联网自主班车的益处,并研究了其对乘客的影响,从而为该领域的研究做出了贡献。我们引入了 VR 协同模拟策略,分析在澳大利亚墨尔本用互联班车取代传统公交服务线路的效果。我们的案例研究结果表明,虽然自主穿梭巴士可以通过优化车辆运动缩短旅行时间,但其交通效率受到车队规模的影响,在研究区域内,最佳车队规模为四辆。此外,我们还观察到参与者的既定意图与实际乘车行为之间存在不匹配,这表明这种新颖的交通模式虽然外观吸引人,但并不一定能提高乘客数量。我们的研究为未来公共交通的模拟研究提供了另一种方法,是对该领域现有文献的补充。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrating connected autonomous shuttle buses as an alternative for public transport – A simulation-based study

The concept of connected autonomous shuttles is gaining recognition for its potential to revolutionize traditional public transport by offering a safer and more consistent travel experience. Despite technological advancements facilitating their integration into current traffic systems, research in this area is still exploratory, with public acceptance and trust in autonomous technology posing significant challenges. This paper contributes to the field by validating the benefits of deploying connected autonomous shuttles and examining their impact on ridership via an immersive experience. We introduce a VR-enabled co-simulation strategy to analyze the effects of replacing a traditional bus service line with connected shuttles in Melbourne, Australia. Our case study results reveal that while autonomous shuttles can reduce travel time because of optimized vehicle motion, their traffic efficiency is affected by fleet size, with the optimal fleet size identified as four in the study area. Furthermore, we observed a mismatch between participants’ stated intentions and actual boarding behavior, indicating that the attractive appearance of this novel mobility mode may not necessarily enhance ridership. Our work offers an alternative approach to simulation studies in futuristic public transportation and complement existing literature in the field.

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