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Disparities in ridehailing travel times for accessing non-work destinations 非工作地点乘车出行时间的差异
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101258
Sicheng Wang , Robert B. Noland , Xiao Huang
We contribute to the literature on new mobilities by measuring spatial disparities in travel times for accessing essential non-work destinations via ridehailing. We focused on healthcare, restaurants, and grocery destinations in Chicago. Data from Chicago ridehailing providers, which included detailed information about all realized ridehailing trips in Chicago, were used to derive mean travel times by ridehailing for each census tract. Inspired by the gravity-based model, we calculated an inverse travel time index based on cumulative travel times for each census tract where ridehailing trips occurred. To understand the disparities in travel times, we compared the inverse travel time index for ridehailing and transit in the same census tracts. Then, we applied spatial autoregressive regression to examine the effects of various sociodemographic factors. The results suggested that the inverse travel time index was preferable in tracts with a higher household income and a lower percentage of minority populations. Also, disparities in travel times tended to be greater via ridehailing than transit. This study sheds light on disparities related to ridehailing and how we could improve access to essential destinations for underserved and underrepresented populations and communities. Policy implications include subsidizing disadvantaged users who lack reliable transportation options, regulating ridehailing prices, increasing the provision of essential destinations for underserved areas, and maintaining the quality of public transit services.
我们通过测量通过打车服务到达基本非工作目的地的出行时间的空间差异,为有关新出行方式的文献做出了贡献。我们重点研究了芝加哥的医疗保健、餐馆和杂货店等目的地。芝加哥打车服务提供商提供的数据包含了芝加哥所有已实现的打车出行的详细信息,我们利用这些数据得出了每个人口普查区的平均打车出行时间。受重力模型的启发,我们根据每个人口普查区发生的打车出行的累计出行时间,计算出一个逆出行时间指数。为了解出行时间的差异,我们比较了同一人口普查区内打车出行和公交出行的逆出行时间指数。然后,我们运用空间自回归分析了各种社会人口因素的影响。结果表明,在家庭收入较高、少数民族人口比例较低的地区,逆旅行时间指数更受欢迎。此外,乘车时间的差异往往大于乘公交车。这项研究揭示了与打车出行相关的差异,以及我们可以如何改善服务不足和代表性不足的人群和社区到达重要目的地的交通状况。对政策的影响包括为缺乏可靠交通选择的弱势用户提供补贴、对打车价格进行监管、为服务不足地区提供更多基本目的地服务,以及保持公共交通服务的质量。
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引用次数: 0
A comparative analysis of feedback delivery modality within a Precision Teaching protocol to enhance drivers’ lane maintenance 对精准教学方案中的反馈方式进行比较分析,以提高驾驶员的车道保持能力
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101266
Mariaelena Tagliabue , Giulia De Cet , Federico Orsini , Massimiliano Gastaldi , Riccardo Rossi
Precision Teaching (PT) is a data-driven educational technique that continuously monitors and adjusts instruction to achieve specific, measurable learning outcomes. This research applies PT principles to train drivers in improving lane maintenance behaviour, focusing on the comparison between feedback delivery modalities, to fill a gap in prior literature due to limited and somewhat conflicting findings.
This study builds upon a previous study, expanding the analysis to encompass a larger cohort of drivers and introducing a new experimental condition. Overall, 80 participants were involved in a driving simulator study in which they were asked to perform four consecutive trials, the first without feedback and others with feedback delivery.
Participants were divided into three groups, each assigned to an experimental condition based on feedback administration: Auditory (A), Visual (V), and combined (VA). All systems provided contingent negative/positive feedback based on participants’ lateral position.
A MANOVA was conducted, with feedback type and trials serving as independent variables. The analysis considered six dependent variables, incorporating four indicators for lane maintenance, along with two variables, mean speed and acceleration, to assess potential indirect effects.
Results reveal that all tested conditions were effective. However, conditions A and VA demonstrated greater effectiveness in reducing the standard deviation of lateral position. The auditory feedback system seems to emerge as the most promising option, likely being less intrusive since it delivered fewer stimuli compared to VA. These findings could be valuable in shaping the design of PT protocols for real-time coaching programs for eco-driving or within usage-based insurance schemes.
精准教学(PT)是一种数据驱动的教育技术,可持续监控和调整教学,以实现特定的、可衡量的学习成果。本研究将精准教学原则应用于培训驾驶员改善车道保持行为,重点是比较不同的反馈方式,以填补以往文献中由于研究结果有限且存在一定冲突而造成的空白。本研究以之前的一项研究为基础,扩大了分析范围,纳入了更多的驾驶员,并引入了新的实验条件。共有 80 名参与者参与了驾驶模拟器研究,他们被要求连续进行四次试验,第一次试验没有反馈,第二次试验有反馈:参与者被分为三组,每组都根据反馈管理分配到一种实验条件:听觉(A)、视觉(V)和综合(VA)。所有系统都根据参与者的横向位置提供或有的负面/正面反馈。进行了 MANOVA 分析,将反馈类型和试验作为自变量。分析考虑了六个因变量,包括车道保持的四个指标,以及平均速度和加速度两个变量,以评估潜在的间接影响。然而,条件 A 和 VA 在减少横向位置标准偏差方面表现出更大的有效性。听觉反馈系统似乎是最有前途的选择,因为与 VA 相比,听觉反馈系统提供的刺激更少,所以干扰性更小。这些研究结果对于设计生态驾驶实时指导计划或基于使用的保险计划中的PT协议很有价值。
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引用次数: 0
Implications of carbon Taxing policies on the food supply chain in Canada 碳税政策对加拿大食品供应链的影响
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101276
Sylvain Charlebois , Gumataw Abebe , Tony R. Walker , Vlado Keselj , Janet Music , Keshava Pallavi Gone , Karim Tuffaha , Janele Vezeau , Bibhuti Sarker , Stacey Taylor
This paper explores the implications of carbon-taxing policies on food supply chain affordability and competitiveness in Canada. Initiated with Alberta’s 2007 carbon levy, Canada’s approach to carbon taxation aims to mitigate greenhouse gas emissions while addressing the economic impacts on the food sector. With the federal carbon price set to rise to CAD $170 per ton by 2030, the study investigates the potential for increased food prices and the challenges to food affordability as well as identify the current gaps in understanding the intricacies of Carbon Taxing Policies on the Food Supply Chain in Canada. Graphic analyses and forecasts were created using data from Statistics Canada and the U.S. Census Bureau. The main findings of the analyses reveal shifts in wholesale and industrial prices since the carbon tax’s implementation. Findings suggest that carbon pricing may be affecting every level of the food supply chain, highlighting the need for further research to understand its full impact on food affordability and security.
本文探讨了碳税政策对加拿大食品供应链承受能力和竞争力的影响。加拿大从 2007 年阿尔伯塔省开始征收碳税,旨在减少温室气体排放,同时解决对食品行业的经济影响。到 2030 年,联邦碳价格将升至每吨 170 加元,本研究调查了食品价格上涨的可能性和食品可负担性所面临的挑战,并确定了目前在了解碳税政策对加拿大食品供应链的复杂性方面存在的差距。研究利用加拿大统计局和美国人口普查局的数据进行了图表分析和预测。分析的主要结果显示了自碳税实施以来批发和工业价格的变化。研究结果表明,碳定价可能会影响到食品供应链的各个环节,因此需要开展进一步研究,以了解碳定价对食品可负担性和安全性的全面影响。
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引用次数: 0
Electric mobility investment in the power and transport sector coupling context: Lessons from Argentina, the Philippines, Poland and Romania 电力和交通部门耦合背景下的电动交通投资:阿根廷、菲律宾、波兰和罗马尼亚的经验教训
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101256
Wale Arowolo, Yannick Perez
Many developing countries are at a crucial juncture in road transport electrification with electric mobility because they have limited economic capacity to implement government policy support and financial mechanisms that have spurred the capital-intensive electric mobility growth in developed countries. Attracting private sector investments remains a viable option for developing countries. While investors have identified opportunities to invest in developing countries, it remains to be seen which countries to prioritise, considering the complexities involved in investment decision-making despite the availability of myriad investment appraisal tools. This paper contributes to this academic and policy debate. With a power and transport sector coupling viewpoint, we explain the interaction of the power and transport sectors in the context of decarbonisation and digitalisation to identify developing countries that could be considered for private sector investment in electric mobility. Then, we apply our framework to case studies of the Philippines, Argentina, Romania, and Poland. We argue that countries with wholesale power markets and wholesale and retail power markets could attract electric mobility investment. We offer policy recommendations to stakeholders interested in electric mobility investment issues in developing countries.
许多发展中国家正处于利用电动交通实现道路交通电气化的关键时刻,因为它们的经济能力有限,无法实施政府政策支持和金融机制,而这些政策和机制促进了发达国家资本密集型电动交通的发展。吸引私营部门投资仍是发展中国家的可行选择。尽管投资者已经发现了在发展中国家投资的机会,但考虑到投资决策所涉及的复杂性,尽管有无数的投资评估工具,优先选择哪些国家仍有待观察。本文为这一学术和政策辩论做出了贡献。我们从电力和交通部门耦合的角度,解释了在去碳化和数字化背景下电力和交通部门的相互作用,以确定哪些发展中国家可考虑由私营部门投资电动交通。然后,我们将我们的框架应用于菲律宾、阿根廷、罗马尼亚和波兰的案例研究。我们认为,拥有电力批发市场以及电力批发和零售市场的国家可以吸引电动交通投资。我们为对发展中国家电动交通投资问题感兴趣的利益相关者提供了政策建议。
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引用次数: 0
Optimal bus reassignment considering in-vehicle overcrowding 考虑到车内拥挤情况的最佳巴士调配
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101260
Zakir H. Farahmand , Konstantinos Gkiotsalitis , Karst T. Geurs
Public transport services are often designed to meet travel demand under regular situations. However, severe weather conditions (e.g., heavy rainfall, snow, thunderstorms, etc.) can adversely impact the service operation, leading to problems such as in-vehicle overcrowding, delays, and trip cancellations. In this study, we propose a novel approach to address in-vehicle overcrowding issues during weather disruptions. In this approach, we dynamically reassign buses from low-demand trips to lines where the expected demand exceeds the capacity threshold of the in-service buses. This way, the existing capacity is utilized more efficiently without requiring additional vehicles or drivers. Considering the shortage of bus drivers in Europe, as well as in the Netherlands, this is a more efficient solution than other alternatives such as deploying additional buses from the depot. Experiments were conducted on a bus network in Enschede in the Netherlands. The results showed that in several disrupted situations, we can reassign bus trips to overcome overcrowding issues without significant negative impacts on the operation or passengers. However, the approach entails a trade-off between passengers of a canceled trip and an overcrowded trip. Some passengers must wait for the next bus or use other means of transport as a consequence of bus reassignment.
公共交通服务通常是为满足正常情况下的出行需求而设计的。然而,恶劣的天气条件(如暴雨、大雪、雷暴等)会对服务运营造成不利影响,导致车内拥挤、延误和行程取消等问题。在本研究中,我们提出了一种新方法来解决天气中断期间的车内拥挤问题。在这种方法中,我们动态地将低需求班次的公交车重新分配到预期需求超过在用公交车容量阈值的线路上。这样,无需增加车辆或司机,就能更有效地利用现有运力。考虑到欧洲和荷兰都存在公交车司机短缺的问题,与其他替代方案(如从车库调配更多公交车)相比,这是一种更有效的解决方案。我们在荷兰恩斯赫德的公交网络上进行了实验。结果表明,在几种中断情况下,我们可以重新分配公交车班次来解决拥挤问题,而不会对运营或乘客造成重大负面影响。不过,这种方法需要在取消班次的乘客和拥挤班次的乘客之间进行权衡。一些乘客必须等待下一班车或使用其他交通工具,这是重新安排巴士班次的结果。
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引用次数: 0
A qualitative study investigating fatigue among Indonesian freight-train drivers
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101286
Sevty Auliani , Hafizha Fidya Az-Zahra , Chicha Nursagita , Herman Soetisna , Hardianto Iridiastadi , Wiwik Budiawan
Fatigue among Indonesian coal freight train drivers is a risk factor that has never been investigated. This study evaluated fatigue among these train drivers and sought to determine work- and non work-related factors contributing to fatigue. The objectives were achieved by conducting a field observation and semi-structured interviews (SSI) with 21 freight train drivers. Using a thematic analysis, four groups of factors (themes) were identified: 1) work demand, 2) management support, 3) quality of work and rest facilities, and 4) organizational issues. Findings of this study demonstrated that fatigue among the drivers was unnecessarily excessive. Several important causes of fatigue included extended period of duty duration (exceeding company policy), adverse working physical environment, and the difficulty in obtaining good quality of rest, particularly at the destination (transit) station. Rest period between shifts was deemed inadequate, and back-to-back duties (separated with less than 8 h of rest) were often unavoidable. Satisfactory personnel scheduling and assignments were challenging, due to the complex nature of the external coal company operating environment, in addition to the freight train lowest track priority that resulted in services backlogs, delays, and frequent stops along the routes. While further studies were needed, short-term interventions could be done, including more ergonomic locomotive cabin and improving rest facilities at the transit station. Long-term initiatives might include better coordination and communication with the coal company, especially in developing more accurate departure and arrival estimates and train timetables.
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引用次数: 0
Road traffic facilities, traffic accidents, and poverty: Lesson learned from Indonesia 道路交通设施、交通事故与贫困:印度尼西亚的经验教训
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101273
Iwan Hermawan , Carunia Mulya Firdausy , Khoiru Rizqy Rambe , Fadhlan Zuhdi , Erwidodo , Reninta Dewi Nugraheni , Johny Malisan , Yovita Isnasari , Edward Marpaung , Sri Milawati Asshagab
The development of road traffic facilities is progressing rapidly in both developed and developing countries. However, the number of deaths caused by road traffic accidents is still increasing and the families of the accident victims are trapped in poverty. This study by taking Indonesia as a case aimed: (1) to investigate the perceptions of road users in viewing road traffic facilities on traffic accidents, means of reducing the fatality of traffic accident victims, types of fatality of road traffic accident victims, and type of transportation mode causing traffic accidents and fatalities of accidents victims, (2) to determine factors affecting the frequency of traffic accidents and the fatality of accident victims, and (3) to examine the correlation between traffic accident victims and poverty. The data source was obtained by distributing questionnaires to 600 sample respondents in ten provinces in Indonesia, categorized as having high death rates in road traffic accident areas. These data were then analyzed using qualitative and quantitative methods. The qualitative results show that most respondents viewed road traffic facilities as useful in reducing the frequency of traffic accidents and the fatality of traffic accident victims. The motorcycle was viewed as the type of transportation with great potential for road traffic accidents. However, the type of fatality in traffic accidents tends to be minor injuries. The quantitative results indicated that factors that significantly affect the chances of never having traffic accidents are the presence of traffic control officers, location, age, and the use of private vehicles. The traffic facilities (excluding ambulances and helmets) are insignificant in reducing traffic accidents. The significant factors affecting the fatality rate were the availability of accident prevention facilities, location, the use of private vehicles, and weather conditions. Traffic accidents were found to correlate with poverty incidence as they incur treatment costs, lost productivity, and the loss of a breadwinner in the family. These findings complement and sharpen previous empirical findings and suggest practical contributions to the government and traffic authorities to improve road traffic facilities and reduce traffic accidents, the fatality of traffic accident victims, and poverty.
无论是发达国家还是发展中国家,道路交通设施的发展都日新月异。然而,道路交通事故造成的死亡人数仍在增加,事故受害者家庭陷入贫困。本研究以印度尼西亚为例,旨在:(1)调查道路使用者在看待道路交通设施时对交通事故的看法、降低交通事故受害者死亡率的方法、道路交通事故受害者的死亡类型、导致交通事故和事故受害者死亡的交通方式类型,(2)确定影响交通事故频率和事故受害者死亡率的因素,以及(3)研究交通事故受害者与贫困之间的相关性。数据来源是通过向印度尼西亚 10 个省(被归类为道路交通事故高死亡率地区)的 600 名抽样受访者发放调查问卷获得的。然后采用定性和定量方法对这些数据进行了分析。定性结果显示,大多数受访者认为道路交通设施有助于降低交通事故频率和交通事故受害者的死亡率。摩托车被视为极有可能引发道路交通事故的交通工具。然而,交通事故中的死亡类型往往是轻伤。定量结果表明,对从未发生交通事故的几率有重大影响的因素是是否有交通管制人员、地点、年龄和是否使用私家车。交通设施(不包括救护车和头盔)对减少交通事故的作用微乎其微。影响死亡率的重要因素是是否有事故预防设施、地点、使用私家车和天气条件。研究发现,交通事故与贫困发生率相关,因为交通事故会导致治疗费用、生产力损失和家庭失去经济支柱。这些研究结果补充并强化了以往的实证研究结果,为政府和交通管理部门改善道路交通设施、减少交通事故、交通事故受害者死亡率和贫困做出了实际贡献。
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引用次数: 0
Implications of carbon pricing on food affordability and agri-food sector in Canada: A scoping review 碳定价对加拿大食品负担能力和农业食品行业的影响:范围审查
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101271
Sylvain Charlebois , Swati Saxena , Gumataw Abebe , Tony Walker , Janet Music , Vlado Keselj , Karim Tuffaha , Keshava Pallavi Gone , Janele Vezeau , Bibhuti Sarker , Stacey Taylor
This review delves into the effects of carbon pricing policies on food affordability and the performance of the agri-food sector, with a specific focus on Canada. Against the backdrop of the widespread adoption of carbon pricing as a crucial tool in reducing greenhouse gas (GHG) emissions, the discussion acknowledges potential economic repercussions, particularly for lower-income households. Findings reveal that the implementation of a mandated carbon tax across all provinces in Canada by 2019 led to reduced GHG emissions and an increase in food prices. In addition, this review positions Canada within the global context by examining actions taken by other countries and their impacts. Crucial research gaps are also identified, ultimately serving as a guide for future studies and policy formulation aimed at balancing the necessity of carbon tax implementation with considerations of food affordability.
本综述深入探讨了碳定价政策对食品负担能力和农业食品行业表现的影响,并特别关注加拿大。在广泛采用碳定价作为减少温室气体排放的重要工具的背景下,讨论承认了潜在的经济影响,尤其是对低收入家庭的影响。研究结果表明,到 2019 年在加拿大所有省份强制实施碳税,会导致温室气体排放量减少和食品价格上涨。此外,本报告还通过研究其他国家采取的行动及其影响,将加拿大置于全球背景之下。此外,还确定了关键的研究缺口,最终为今后的研究和政策制定提供指导,旨在平衡碳税实施的必要性和对粮食可负担性的考虑。
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引用次数: 0
Decision support tools for effective bus fleet electrification: Replacement factors and fleet size prediction 有效实现公交车队电气化的决策支持工具:替换系数和车队规模预测
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101267
Kareem Othman , Sarah Hamed , Diego Da Silva , Amer Shalaby , Baher Abdulhai
The electrification of public transit systems represents a crucial strategy for advancing sustainable urban mobility. Thus, the development of efficient charging infrastructure and the optimization of fleet size emerge as major challenges for transit agencies. Switching from diesel buses to electric buses (Ebuses) will require increasing the fleet size to accommodate the limited range of Ebuses and the significant idle time required for charging. This study develops prediction models to estimate the required Ebus fleet size to maintain same transit route services for the case of overnight depot charging, using data from Ebuses operating in the City of Toronto. The analysis reveals that Ebuses equipped with diesel auxiliary heaters are less sensitive to temperature fluctuations compared to battery-heated buses. Thus, the required replacement factor, indicating the additional fleet needed to switch from diesel to Ebuses, varies depending on the heating system. Specifically, diesel-heated buses require a lower replacement factor (1.3) compared to battery-heated buses (1.4), with winter conditions exacerbating this disparity. Furthermore, the study employs vehicular, operational, route, and external variables to develop the prediction models. Additionally, SHAP analysis is utilized to interpret the machine learning models and evaluate the influence of the inputs on the required fleet size. The results show that the total distance traveled, and the average temperature are the primary factors affecting the fleet size for Ebuses using their batteries for heating, whereas the total distance traveled, and the average bus speed are the primary factors affecting the fleet size for Ebuses with diesel auxiliary heaters.
公共交通系统电气化是推进可持续城市交通的重要战略。因此,开发高效的充电基础设施和优化车队规模成为公交公司面临的主要挑战。从柴油公交车转向电动公交车(Ebuses)需要扩大车队规模,以适应 Ebuses 有限的续航能力和充电所需的大量空闲时间。本研究利用在多伦多市运营的电动巴士的数据,建立了预测模型,以估算在过夜车库充电的情况下,维持相同公交线路服务所需的电动巴士车队规模。分析表明,与电池加热巴士相比,配备柴油辅助加热器的电动巴士对温度波动的敏感性较低。因此,所需的更换系数(即从柴油巴士更换为电动巴士所需的额外车队)因加热系统而异。具体而言,柴油加热公交车所需的更换系数(1.3)低于电池加热公交车(1.4),而冬季条件会加剧这种差异。此外,该研究还采用了车辆、运营、路线和外部变量来开发预测模型。此外,还利用 SHAP 分析来解释机器学习模型,并评估输入对所需车队规模的影响。结果表明,总行驶距离和平均温度是影响使用电池加热的电动公交车车队规模的主要因素,而总行驶距离和平均公交速度则是影响使用柴油辅助加热器的电动公交车车队规模的主要因素。
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引用次数: 0
Impacts of automated driving on energy demand and emissions in motorway traffic 自动驾驶对高速公路交通能源需求和排放的影响
IF 3.9 Q2 TRANSPORTATION Pub Date : 2024-11-01 DOI: 10.1016/j.trip.2024.101281
Elina Aittoniemi, Teemu Itkonen, Satu Innamaa
Automated Vehicles (AVs) are expected to reduce CO2 emissions and energy demand of road transportation by mechanisms such as more stable vehicle control, but realisation of these benefits depends on AV deployment and use. Simulation studies have reported a wide range of potential impacts, depending on the driver model and assumptions. Studies have focused on the total impact on CO2 emissions in specific traffic volume and speed limit conditions and have not separated impacts for different road users. Heavy-duty vehicles (HDVs) have often been omitted entirely. This study assessed the potential impacts of conditionally automated driving on the CO2 emissions and energy demand of equipped and unequipped passenger cars (MVs) and unequipped HDVs with a systematic approach, covering different speed limits, traffic volumes and AV penetration rates on motorways. The methodology incorporated traffic microsimulation, an emissions calculation tool, and a formula for tractive energy demand. Replacing passenger cars with AVs in traffic simulation affected emissions of all road users, and the magnitude and direction of impacts differed between vehicle types. Whereas average energy demand and CO2 emissions of AVs were lower in most conditions compared to MVs at baseline, benefits for all vehicle types were seen only at the highest traffic volumes. Changed traffic dynamics can lead to increases in energy demand and emissions of HDVs and MVs already at low AV penetration rates in moderate traffic. Thus, future studies on AV impacts should include more variation in simulated conditions and consider impacts on different vehicle types separately.
自动驾驶汽车(AV)有望通过更稳定的车辆控制等机制,减少道路交通的二氧化碳排放和能源需求,但这些效益的实现取决于自动驾驶汽车的部署和使用。模拟研究报告了广泛的潜在影响,这取决于驾驶员模型和假设。研究侧重于在特定交通流量和限速条件下对二氧化碳排放的总体影响,而没有区分对不同道路使用者的影响。重型车辆(HDV)往往被完全忽略。本研究采用系统方法,评估了有条件自动驾驶对配备和未配备自动驾驶设备的乘用车(MV)以及未配备自动驾驶设备的重型车辆(HDV)的二氧化碳排放和能源需求的潜在影响,涵盖了高速公路上不同的速度限制、交通流量和自动驾驶普及率。该方法结合了交通微观模拟、排放计算工具和牵引能源需求公式。在交通模拟中,用自动驾驶汽车取代乘用车会影响所有道路使用者的排放,不同车辆类型的影响程度和方向也不尽相同。在大多数情况下,自动驾驶汽车的平均能源需求和二氧化碳排放量都低于基线时的中巴车,只有在交通流量最大时,所有车辆类型才会受益。交通动态的变化可能导致在中等交通流量下,低电动汽车渗透率的高密度车和中型车的能源需求和排放增加。因此,未来关于自动驾驶汽车影响的研究应包括更多模拟条件的变化,并分别考虑对不同车辆类型的影响。
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引用次数: 0
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Transportation Research Interdisciplinary Perspectives
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