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End-to-end drone route planning in flexible airspace design 灵活空域设计中的端到端无人机航线规划
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101219
Karljohan Lundin Palmerius , Alexander Uggla , Gustaf Fylkner , Jonas Lundberg

Drone traffic, consisting of anything from small quadcopters for video and photography to large eVTOL transporting people, is expected to grow rapidly as soon as the challenges currently barring urban flights can be solved. One of the main challenges is how to automate authorization while both keeping full control over where and how drones fly over specific areas, and at the same time allowing the operators the freedom they require to successfully provide their services. While restrictions are necessary, being overly restrictive on plans has a negative impact on capacity, safety and efficiency. In this article we propose the combination of no-fly zones and flight grids into design elements for airspace design, to be used only where and when necessary. City planners can use these design elements to make both strategic decisions and real-time updates, and thereby set the rules for an automated system for planning and authorization. We describe the design elements, how to automatically find the optimal end-to-end route between or through these elements, a set of modifications or extension to improve flexibility even more, and demonstrate the efficacy of the approach through example airspace design patterns and by showing the resulting traffic in a drone traffic simulator.

一旦目前阻碍城市飞行的难题得以解决,预计无人机流量将迅速增长,包括从用于视频和摄影的小型四旋翼飞行器到运送人员的大型 eVTOL。主要挑战之一是如何实现授权自动化,同时既能完全控制无人机在特定区域的飞行地点和方式,又能让运营商获得成功提供服务所需的自由。虽然限制是必要的,但对计划的过度限制会对容量、安全和效率产生负面影响。在本文中,我们建议将禁飞区和飞行网格结合起来,成为空域设计的设计元素,仅在必要时使用。城市规划者可以利用这些设计元素做出战略决策和实时更新,从而为规划和授权的自动化系统制定规则。我们介绍了这些设计元素、如何在这些元素之间或通过这些元素自动找到最佳端到端路线、一套可进一步提高灵活性的修改或扩展方案,并通过空域设计模式示例和在无人机交通模拟器中展示由此产生的交通流量来证明该方法的有效性。
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引用次数: 0
Fairness perspectives of airport residents: A qualitative approach 机场居民的公平观:定性方法
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101221
Dominik Hauptvogel , Julia Kuhlmann , Isabelle Richard , Camille Emanuely , Dirk Schreckenberg , Julia Quehl , Tobias Rothmund , Susanne Bartels

Long-term exposure to aircraft noise has been linked to various negative health impacts, with annoyance playing a key role in mediating stress-related health effects. Fairness can be seen as a fundamental aspect potentially reducing annoyance reactions. This study delves into the concept of fairness within airport management, drawing on research from fields such as social and organizational psychology. It specifically examines the viewpoint of noise-affected residents, offering insights into their perception of fairness in regard to airport management. The research involved focus group discussions and in-depth interviews at three different European airports in Germany and France. These sessions were transcribed and analyzed using qualitative content analysis. Participants were surveyed based on their exposure to lower (≤55 dB Lden) and higher (>55 dB Lden) levels of aircraft noise. The findings indicate that distributive, procedural, informational, and interpersonal fairness are viewed as important elements for fostering a fair and neighborly relationship with the airport. Residents emphasized the importance of receiving adequate compensation for the disadvantages they incur due to their proximity to the airport, such as aircraft noise-related sleep disturbance. Additionally, residents expressed the need for earnest inclusion in the decision-making processes, as well as access transparent information. Additional focus group discussions were conducted to validate the results and to gather input from affected residents, aiming to establish a fair and neighborly relationship. Based on these insights, recommendations are formulated for airport managers from the perspective of the affected residents, emphasizing the aim of fostering a fair and neighborly relationship.

长期暴露于飞机噪声与各种负面健康影响有关,而恼怒在调解与压力有关的健康影响方面起着关键作用。公平性可被视为可能减少烦扰反应的一个基本方面。本研究借鉴了社会和组织心理学等领域的研究成果,深入探讨了机场管理中的公平概念。研究特别考察了受噪音影响的居民的观点,深入了解他们对机场管理公平性的看法。研究在德国和法国的三个不同的欧洲机场进行了焦点小组讨论和深入访谈。研究人员采用定性内容分析法对这些讨论进行了转录和分析。根据参与者暴露于较低水平(≤55 dB Lden)和较高水平(>55 dB Lden)飞机噪音的情况对他们进行了调查。调查结果表明,分配公平、程序公平、信息公平和人际公平被视为与机场建立公平睦邻关系的重要因素。居民们强调,他们因靠近机场而受到的不利影响(如与飞机噪音有关的睡眠干扰)必须得到适当的补偿。此外,居民还表示需要认真参与决策过程,并获得透明的信息。为验证结果并收集受影响居民的意见,我们还开展了其他焦点小组讨论,旨在建立公平的睦邻关系。基于这些见解,我们从受影响居民的角度出发,为机场管理者提出了建议,并强调了建立公平睦邻关系的目标。
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引用次数: 0
Delay propagation patterns in Japan’s domestic air transport network 日本国内航空运输网络的延误传播模式
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101235
Kashin Sugishita, Kazuki Arisawa, Shinya Hanaoka
We experience air traffic delays every day, but are there any recurrent patterns in these delays? In this study, we investigate the recurrence of delay propagation patterns in Japan’s domestic air transport network in 2019 by integrating delay causality networks and temporal network analysis. Additionally, we examine characteristics unique to delay propagation by comparing delay causality networks with corresponding randomized networks generated by a directed configuration model. As a result, we found that the structure of the delay propagation patterns can be classified into several groups. The identified groups exhibit statistically significant differences in total delay time and average out-degree, with different airports playing central roles in spreading delays. The results also suggest that some delay propagation patterns are particularly prominent during specific times of the year, which could be influenced by Japan’s seasonal and geographical factors. Moreover, we discovered that specific network motifs appear significantly more (or less) frequently in delay causality networks than their corresponding randomized counterparts. This characteristic is particularly pronounced in groups with more significant delays. These results suggest that delays propagate following specific directional patterns, which could significantly contribute to predicting air traffic delays. We expect the present study to trigger further research on recurrent and non-recurrent natures of air traffic delay propagation.
我们每天都会遇到空中交通延误,但这些延误是否有重复发生的规律?在本研究中,我们通过整合延迟因果关系网络和时间网络分析,研究了 2019 年日本国内航空运输网络延迟传播模式的反复性。此外,我们还通过比较延迟因果网络和有向配置模型生成的相应随机网络,研究了延迟传播的独特特征。结果,我们发现延迟传播模式的结构可分为几组。这些组在总延迟时间和平均外度方面存在显著的统计学差异,不同的机场在延迟传播中发挥着核心作用。研究结果还表明,一些延误传播模式在一年中的特定时段尤为突出,这可能受到日本季节和地理因素的影响。此外,我们还发现,在延误因果关系网络中,特定网络主题出现的频率明显高于(或低于)其相应的随机对应物。这一特征在延迟较严重的组中尤为明显。这些结果表明,延误是按照特定的方向模式传播的,这对预测空中交通延误有很大帮助。我们希望本研究能引发对空中交通延误传播的经常性和非经常性的进一步研究。
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引用次数: 0
Analysis of wave characteristics near the pilot station 试验站附近波浪特性分析
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101231
Hui-Ming Fang , Hsing-Yu Wang
As one of the primary services ports provide, pilotage services aim to ensure the safe passage of vessels when entering and leaving the port. This study uses Taichung Port, located in the central part of the Taiwan Strait, as an example to analyze the impact of monsoon characteristics on wave conditions at pilot boarding points and to highlight their crucial role in safeguarding pilot boarding safety. By analyzing data from the ADCP (Acoustic Doppler Current Profiler) station north of the port’s northern breakwater and the Taichung buoy located southwest of the port, compare wave height distributions at the boarding point. The research addresses the impact of current and planned expansions, including constructing a new LNG receiving terminal with extended breakwaters, on wave dynamics and pilot operations. The study demonstrates that data from multiple sources—such as ADCP and buoy measurements—helps mitigate issues caused by missing data from specific stations. The analysis shows that numerical values differ slightly, while wave height trends at the boarding point are similar under current and expanded port conditions. The study concludes that the proposed expansion will likely affect wave diffraction patterns but will enhance the predictability and safety of boarding operations by reducing uncertainties associated with single measurement stations. Overall, the results of this study can enhance the understanding of marine meteorological information, improve the safety of pilot boarding operations, and thereby increase the efficiency and safety of port operations.
引航服务是港口提供的主要服务之一,旨在确保船舶进出港时的安全通行。本研究以位于台湾海峡中部的台中港为例,分析季风特征对引航登船点波浪条件的影响,并强调其在保障引航登船安全方面的关键作用。通过分析港口北部防波堤以北的 ADCP(声学多普勒海流剖面仪)站和港口西南部的台中浮标的数据,比较登船点的波高分布。该研究探讨了当前和计划中的扩建对波浪动力学和试运行的影响,包括建造一个带有扩展防波堤的新液化天然气接收站。研究表明,多种来源的数据(如 ADCP 和浮标测量)有助于缓解因特定站点数据缺失而造成的问题。分析表明,在当前和扩建港口条件下,数值略有不同,但登船点的波高趋势相似。研究得出结论,拟议的扩建可能会影响波浪衍射模式,但通过减少与单个测量站相关的不确定性,将提高登船作业的可预测性和安全性。总之,这项研究的结果可以加强对海洋气象信息的理解,提高引航员登船作业的安全性,从而提高港口作业的效率和安全性。
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引用次数: 0
Descriptive and conceptual structure of naturalistic driving study research: A computational literature review 自然驾驶研究的描述性和概念性结构:计算文献综述
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101205
Fletcher J. Howell, Sjaan Koppel, David B. Logan

Naturalistic driving studies (NDS) are an emerging method of collecting driving data from drivers in instrumented vehicles undertaking everyday trips without experimental control. A computational literature review was performed to assess the NDS research domain that aimed to quantitatively describe the extent and structure of existing applications of NDS data. A corpus of 1120 documents was analysed using the methods of scientometrics and text mining to identify prominent contributors and topics. NDS research saw particular prominence in the US and China, however, international collaboration was limited compared to other disciplines. Network mapping of documents and words showed a high degree of overlap in the data sources, types, and analysis methodologies across NDS research. In the context of a safe system approach to road safety, driver-centred behaviours and characteristics such as distraction, risk, and older age were most relevant in terms of number and occurrence, in contrast to relatively underrepresented aspects of road infrastructure and vehicles.

自然驾驶研究(NDS)是一种新兴的方法,用于在没有实验控制的情况下从驾驶仪表车辆进行日常驾驶的驾驶员处收集驾驶数据。为评估 NDS 研究领域,我们进行了一次计算文献综述,旨在定量描述 NDS 数据现有应用的范围和结构。我们使用科学计量学和文本挖掘方法对 1120 篇文献进行了分析,以确定主要贡献者和主题。NDS 研究在美国和中国尤为突出,但与其他学科相比,国际合作有限。文件和词语的网络映射显示,NDS 研究的数据来源、类型和分析方法高度重叠。在道路安全的安全系统方法中,以驾驶员为中心的行为和特征,如分心、风险和年龄偏大,在数量和发生率方面最为相关,相比之下,道路基础设施和车辆方面的研究相对较少。
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引用次数: 0
Assessing the monetary value of active transport and e-micromobility: A systematic review 评估主动交通和电动交通的货币价值:系统回顾
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101243
Lauren Del Rosario , Hao Wu , Jinwoo (Brian) Lee , Lee Roberts , Tony Arnold , Sandeep Mathur , Christopher Pettit
Costs/benefits research to support active transport/electric micromobility investments are needed for optimal investment of public funds. This systematic review provides an evidence base of the economic effects of active transport and electric micromobility modes. Previous reviews including non-health benefits of active transport have been limited to Europe. Twenty-three studies from both the academic and grey literature were included in the review. Values for walking ranged from USD −0.25 ∼ 4.25/km, values for cycling ranged from USD −1.00 ∼ 1.95/km, and values for e-bike and e-scooter ranged from USD −0.44 ∼ 1.15/km. The largest benefit for active transport was due to health parameters. There were large variations in monetised benefits; some studies incorporated only certain types of benefits. Research gaps included inconsistent evidence for assumptions and a lack of data especially for electric micromobility modes. The quality of grey literature also varied.
为了优化公共资金的投资,需要对支持主动交通/电动微型交通投资的成本/效益进行研究。本系统性综述为主动交通和电动微型交通模式的经济效应提供了证据基础。以往包括主动交通的非健康效益的综述仅限于欧洲。本综述包括 23 项学术研究和灰色文献。步行的效益值为-0.25 美元 ∼ 4.25 美元/公里,骑自行车的效益值为-1.00 美元 ∼ 1.95 美元/公里,电动自行车和电动摩托车的效益值为-0.44 美元 ∼ 1.15 美元/公里。积极交通的最大收益来自健康参数。货币化效益存在很大差异;一些研究仅纳入了某些类型的效益。研究差距包括假设的证据不一致,以及缺乏数据,尤其是电动微型交通模式的数据。灰色文献的质量也参差不齐。
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引用次数: 0
Performance analysis and planning of Self-Sufficient solar PV-Powered electric vehicle charging station in dusty conditions for sustainable transport 灰尘条件下自给自足太阳能光伏发电电动汽车充电站的性能分析与规划,促进可持续运输
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101214
Fahad Faraz Ahmad , Oussama Rejeb , Abdul Kadir Hamid , Maamar Bettayeb , Chaouki Ghenai

Electric car charging stations are in high demand as a result of the development of the e-mobility sector and the adoption of electric vehicles in transportation. This study aims to construct and analyze a stand-alone solar PV-powered electric car charging station to fulfil electric vehicle load demand and make recommendations for optimizing its operation. The goal is to achieve 3D’s i.e., Decarbonization, Digitalization and Decentralization in both the transport and power supply (electricity supply). Advancing towards attaining 3D’s goal, an off-grid solar PV-powered EV charging station was built at the University of Sharjah to meet the load demand. The EV charging station includes PV panels, inverters, energy storage devices and EV charging outlets. A solar PV system of 7.4 kWp with an energy storage capacity of 34.56 kWh is installed. A battery inverter of 4.6 kW is incorporated to meet the load demand of three electrical vehicles simultaneously. The performance of the system is monitored over a year. The EV charging station is in off-grid mode; thus, it is following the load demand for PV energy production. The findings reveal that the total energy production by the PV system is 2971.59 kWh from which the direct consumption is 383.77 kWh (12.91 %), and 2587.83 kWh (87.09 %) is stored in the energy storage devices. The total energy consumption by electric vehicles is 2379.01 kWh of which 1995.24 kWh (83.87 %) is taken from the battery bank. The PV system is working at 24.58 % of its full capacity. By elevating the daily load demand to 33 kWh, the full utilization of the solar resource can be achieved. To evaluate the adverse effect of dust, natural dust is allowed to settle down on the surface of PV panels continuously for 322 days. A linear degradation was recorded in the performance ratio from 77.92 % to 27.30 % in 218 days. Thereafter a plateau was attained and insignificant variation (min. 26.36 % and max. 33.78 %) was observed in the next 104 days. It is concluded that once a thick layer of dust forms on the surface of the PV panels, further dust accumulation becomes minimal.

随着电动交通领域的发展和电动汽车在交通领域的应用,电动汽车充电站的需求量很大。本研究旨在建造和分析一个独立的太阳能光伏发电电动汽车充电站,以满足电动汽车的负载需求,并提出优化其运行的建议。目标是在交通和电力供应(供电)领域实现 3D 目标,即去碳化、数字化和分散化。在实现 3D 目标的过程中,沙迦大学建立了一个离网太阳能光伏发电电动汽车充电站,以满足负荷需求。电动汽车充电站包括光伏板、逆变器、储能设备和电动汽车充电插座。安装的太阳能光伏系统功率为 7.4 kWp,储电量为 34.56 kWh。还安装了一个 4.6 千瓦的电池逆变器,以同时满足三辆电动汽车的负载需求。对系统的性能进行了为期一年的监测。电动汽车充电站采用离网模式,因此,它的光伏发电量是按照负荷需求确定的。研究结果显示,光伏系统的总发电量为 2971.59 千瓦时,其中直接消耗 383.77 千瓦时(12.91%),2587.83 千瓦时(87.09%)储存在储能设备中。电动汽车的总能耗为 2379.01 千瓦时,其中 1995.24 千瓦时(83.87%)来自电池组。光伏系统以 24.58% 的满负荷工作。通过将日负荷需求提高到 33 千瓦时,可以实现太阳能资源的充分利用。为了评估灰尘的不利影响,让天然灰尘在光伏电池板表面沉积 322 天。在 218 天内,性能比从 77.92% 直线下降到 27.30%。此后,在接下来的 104 天内,性能比达到了一个平稳点,变化不大(最小为 26.36%,最大为 33.78%)。由此得出结论,一旦光伏板表面形成厚厚的灰尘层,进一步的灰尘积累就会变得微乎其微。
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引用次数: 0
Assessing walkability in Dhaka’s Central Business districts 评估达卡中央商务区的步行便利性
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101184
Fyrooz Anika Khan , Nawshin Tabassum

The Central Business Districts (CBDs) of Dhaka are characterized by heavy traffic congestion, air pollution and peak office hour commuting density. Pedestrian-friendly environment is crucial for accessing the CBDs as it reduces auto-mobile dependency and encourages transit use. As of now, no research has assessed the walkability of Dhaka’s CBDs considering meso-scale factors such as land use diversity, density, street connectivity and micro-scale factors such as footpath continuity and quality, accessibility, safety, security, amenity and comfort of the streets. This paper evaluates the built environment attributes of total 15 wards across core CBDs of Dhaka North City Corporation (DNCC) and Dhaka South City Corporation (DSCC): Motijheel, Karwan Bazar, Mohakhali, Gulshan-Banani, and Mirpur to objectively assess walkability at both meso and micro scales. At meso-scale, a walkability index is generated that categorizes the wards into the most and least walkable using GIS, with Mirpur DNCC Ward-03 identified as the most walkable and Motijheel DSCC Ward-08 as the least walkable. At micro-scale, the walking environments in Mirpur Ward-03 and Motijheel Ward-08 are assessed based on Multi-Criteria Decision-Making (MCDM) approach. Results reveal several challenges such as narrow and discontinuous footpaths, presence of multiple barriers including utility poles, pillars, trees and, limited accessibility in Mirpur Ward-03 and garbage dumping, illegal car parking, haphazard hawker encroachments in Motijheel Ward-08. Our findings identify targeted areas needing improvement to enhance overall pedestrian-friendliness of the CBDs. The methodology followed in this study could be applied to evaluate the walkability of CBDs worldwide.

达卡中央商务区(CBD)交通拥堵、空气污染严重,上班高峰期人流密集。对行人友好的环境对进入中央商务区至关重要,因为它可以减少对汽车的依赖,并鼓励人们使用公共交通。到目前为止,还没有研究对达卡中央商务区的步行宜居性进行评估,评估时既考虑了土地使用多样性、密度、街道连通性等中观因素,也考虑了行人路的连续性和质量、可达性、安全性、安保、街道的便利性和舒适性等微观因素。本文评估了达卡北城公司(DNCC)和达卡南城公司(DSCC)核心中央商务区共 15 个区的建筑环境属性:Motijheel、Karwan Bazar、Mohakhali、Gulshan-Banani 和 Mirpur,以客观评估中观和微观尺度的步行能力。在中观尺度上,利用地理信息系统生成的步行指数将各区分为最适宜步行区和最不适宜步行区,其中 Mirpur DNCC 第 03 区被确定为最适宜步行区,而 Motijheel DSCC 第 08 区被确定为最不适宜步行区。在微观尺度上,根据多标准决策(MCDM)方法对 Mirpur Ward-03 和 Motijheel Ward-08 的步行环境进行了评估。结果显示了一些挑战,如 Mirpur Ward-03 区的人行道狭窄且不连续,存在电线杆、支柱、树木等多种障碍物,以及有限的可达性;Motijheel Ward-08 区存在垃圾堆放、非法停车、小贩占道经营等问题。我们的研究结果确定了需要改善的目标区域,以提高中央商务区的整体行人友好度。本研究采用的方法可用于评估全球中央商务区的步行便利性。
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引用次数: 0
Real-time truck characterization system: A pilot implementation of the Freight Mobility Living Laboratory (FML2) 实时卡车特征描述系统:货运流动性生活实验室(FML2)的试点实施
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101212
Yiqiao Li , Andre Y.C. Tok , Guoliang Feng , Stephen G. Ritchie

California possesses multiple major freight gateway and logistics facilities that serve both the state and the entire U.S. But the economic, environmental, and local community impacts of trucks, especially heavy-duty trucks that are currently essential to our supply chains and freight transportation system remain poorly measured due to the lack of comprehensive and detailed truck activity data. This paper describes the pilot implementation of the real-time, scalable, and cost-efficient Freight Mobility Living Laboratory (FML2). This system provides truck characterizations across multiple attributes, such as truck body types, axle-based and Gross Vehicle Weight Rating (GVWR)-based classification and is currently deployed at 30 detection locations in Southern California along major freight corridors to support freight modeling and analysis needs. This paper details the design of the FML2 from edge data processing, predictive model development, communication architecture, and backend data storage to the real-time data dashboard to visualize the classification results. Three case studies have been presented at the end of the paper to demonstrate the potential of FML2 for use by both researchers and practitioners to gain further insights on truck activities.

加利福尼亚州拥有多个主要货运门户和物流设施,为本州和全美提供服务。但是,由于缺乏全面详细的卡车活动数据,对卡车,尤其是目前对我们的供应链和货运系统至关重要的重型卡车对经济、环境和当地社区的影响的衡量仍然不足。本文介绍了具有实时性、可扩展性和成本效益的 "货运流动生活实验室"(FML2)的试点实施情况。该系统提供卡车多种属性的特征,如卡车车身类型、基于车轴和车辆总重等级 (GVWR) 的分类,目前部署在南加州主要货运走廊沿线的 30 个检测点,以支持货运建模和分析需求。本文详细介绍了 FML2 的设计,从边缘数据处理、预测模型开发、通信架构、后台数据存储到可视化分类结果的实时数据仪表板。文末还介绍了三个案例研究,以展示 FML2 的潜力,供研究人员和从业人员进一步深入了解卡车活动。
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引用次数: 0
Shared autonomous micro-mobility for walkable cities 可步行城市的共享自主微型交通系统
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-09-01 DOI: 10.1016/j.trip.2024.101236
Naroa Coretti Sanchez, Kent Larson
The integration of autonomy into micro-mobility systems has given rise to a new solution known as shared autonomous micro-mobility (SAmM)1. This paper delves into the opportunities that emerge from this concept, which is driven by the resurgence of walkable, human-centric cities and the advancements in autonomous vehicles. While most autonomous vehicle research has focused on cars and taxis, SAmM proposes more lightweight and environmentally friendly alternatives that align with the vision of more human-centered, walkable cities. At the same time, the integration of autonomy into micro-mobility systems holds the potential to enhance efficiency by reducing fleet sizes and increase convenience by transforming them into on-demand mobility services. This study presents a roadmap for the successful implementation of SAmM, covering essential aspects such as vehicle design, infrastructure requirements, and operational strategies. This research sheds light on the transformative potential of SAmM and provides insights for mobility operators, urban planners, policymakers, and researchers.
自动驾驶与微型交通系统的融合催生了一种新的解决方案,即共享自动驾驶微型交通系统(SAmM)1。本文深入探讨了这一概念所带来的机遇,这一概念是由可步行、以人为本的城市的复兴和自动驾驶汽车的进步所推动的。大多数自动驾驶汽车的研究都集中在汽车和出租车上,而 SAmM 则提出了更轻便、更环保的替代方案,与更加以人为本、适合步行的城市愿景相吻合。同时,将自动驾驶整合到微型交通系统中,有可能通过缩小车队规模来提高效率,并通过将其转化为按需交通服务来增加便利性。本研究提出了成功实施 SAmM 的路线图,涵盖了车辆设计、基础设施要求和运营策略等重要方面。这项研究揭示了 SAmM 的变革潜力,并为移动运营商、城市规划者、决策者和研究人员提供了深刻见解。
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引用次数: 0
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Transportation Research Interdisciplinary Perspectives
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