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Two-sided dynamics in duopolistic ridesourcing markets with private and pooled rides. 专车和拼车的双寡头拼车市场的双边动态。
Pub Date : 2026-01-01 Epub Date: 2026-02-02 DOI: 10.1038/s44333-025-00077-x
Arjan de Ruijter, Florian Dandl, Roman Engelhardt, Klaus Bogenberger, Nejc Geržinič, Hans van Lint, Oded Cats

Network effects in ridesourcing suggest fragmented (multi-platform) markets produce worse rider-driver matches than monopolistic markets. This research addresses two key gaps: (i) understanding how fragmentation costs such as longer detours for travellers, decreased driver income, and increased vehicle kilometres travelled (VKT) vary with market features and user attributes, and (ii) exploring conditions under which fragmented markets sustain. To this end, we propose an agent-based model accounting for day-to-day processes and within-day dynamics in markets with service providers offering private or shared rides. Amsterdam-based experiments reveal that two platforms can co-exist when ride-pooling is offered by just one of them, driven by differences in target demographics, or by both, due to negative network effects from detouring under limited demand. Fragmentation of the ride-pooling market yields 6.4% additional VKT. When both platforms offer (only) private rides, co-existence is feasible when a fraction of travellers and/or potential drivers engages in multi-homing.

网约车的网络效应表明,与垄断市场相比,碎片化(多平台)市场产生的乘客-司机匹配更差。本研究解决了两个关键的差距:(1)了解碎片化成本(如旅行者绕路更长、司机收入减少和车辆行驶公里(VKT)增加)如何随市场特征和用户属性而变化;(2)探索碎片化市场维持的条件。为此,我们提出了一个基于代理的模型,该模型考虑了提供私人或共享乘车服务的服务提供商在市场上的日常流程和日内动态。阿姆斯特丹的实验表明,当只有一个平台提供拼车服务时,两个平台可以共存,这是由于目标人口统计数据的差异,或者是由于在需求有限的情况下绕道而行产生的负面网络效应。拼车市场的碎片化带来了6.4%的额外VKT。当两个平台都(只)提供私人乘车服务时,当一小部分旅客和/或潜在司机参与多重归属时,共存是可行的。
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引用次数: 0
Advancing electric bus transit system optimization with bus rotation across routes. 推进跨路线轮换的电动公交系统优化。
Pub Date : 2026-01-01 Epub Date: 2026-01-22 DOI: 10.1038/s44333-025-00071-3
Ali Shehabeldeen, Moataz Mohamed

Battery electric buses (BEBs) face significant operational constraints that limit their flexibility, especially in rotating vehicles across multiple routes. This study focuses on addressing this limitation by introducing a strategic modelling approach that incorporates BEB rotation as a decision variable into an integrated planning optimization model. The proposed model jointly determines the optimal bus-to-route assignments, charging infrastructure siting and sizing, battery capacities, and charging schedules while accounting for electricity real-time pricing (RTP) rates, greenhouse gas (GHG) emissions charges, and battery degradation. Results of a real-world transit network demonstrate that enabling BEB rotation in the planning phase reduces total system costs by 37.88%, with a 12.18% reduction in capital costs and a 59.42% reduction in operational costs. Sensitivity analyses are conducted to validate the proposed model, highlighting the influence of varying key parameters, including energy consumption, infrastructure costs, charging power, electricity RTP rates, and GHG emissions charges on the optimized outcomes.

纯电动公交车(beb)面临着很大的运营限制,限制了它们的灵活性,尤其是在多条路线上轮换车辆时。本研究的重点是通过引入一种战略建模方法来解决这一限制,该方法将BEB旋转作为决策变量纳入综合规划优化模型。该模型综合考虑了电力实时定价(RTP)费率、温室气体(GHG)排放费用和电池退化等因素,共同确定了最佳公交路线分配、充电基础设施的选址和规模、电池容量和充电计划。实际交通网络的结果表明,在规划阶段启用BEB轮转可降低系统总成本37.88%,其中资本成本降低12.18%,运营成本降低59.42%。通过敏感性分析验证了所提出的模型,强调了不同关键参数(包括能源消耗、基础设施成本、充电功率、电力RTP费率和温室气体排放收费)对优化结果的影响。
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引用次数: 0
Firm level optimisation strategies for sustainable and cost effective electric vehicle workplace charging. 公司层面的可持续和成本效益的电动汽车工作场所充电优化策略。
Pub Date : 2025-01-01 Epub Date: 2025-03-17 DOI: 10.1038/s44333-025-00032-w
Marcel Seger, Christian Brand, Christoph Clement, James Dixon, Charlie Wilson

Expanding electric vehicle (EV) charging infrastructure is essential for transitioning to an electrified mobility system. With rising EV adoption rates, firms face increasing regulatory pressure to build up workplace charging facilities for their employees. However, the impact of EV charging loads on businesses' specific electricity consumption profiles remains largely unknown. Our study addresses this challenge by presenting a mathematical optimisation model, available via an open-source web application, that empowers business executives to manage energy consumption effectively, enabling them to assess peak loads, charging costs and carbon emissions specific to their power profiles and employee needs. Using real-world data from a global car manufacturer in South East England, UK, we demonstrate that smart charging strategies can reduce peak loads by 28% and decrease charging costs and emissions by 9% compared to convenience charging. Our methodology is widely applicable across industries and geographies, offering data-driven insights for planning EV workplace charging infrastructure.

扩大电动汽车(EV)充电基础设施对于向电气化交通系统过渡至关重要。随着电动汽车采用率的不断提高,企业面临着越来越大的监管压力,必须为员工建立工作场所充电设施。然而,电动汽车充电负荷对企业具体用电情况的影响在很大程度上仍是未知数。为了应对这一挑战,我们的研究通过开源网络应用程序提出了一个数学优化模型,使企业高管能够有效地管理能源消耗,使他们能够评估峰值负荷、充电成本和碳排放,以满足其用电情况和员工需求。通过使用英国英格兰东南部一家全球汽车制造商的真实数据,我们证明了与便捷充电相比,智能充电策略可将峰值负荷降低 28%,充电成本和排放量降低 9%。我们的方法广泛适用于各个行业和地区,为电动汽车工作场所充电基础设施的规划提供了数据驱动的见解。
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引用次数: 0
Energy and economic benefits from economies of scale in intercity freight transportation. 城际货运规模经济带来的能源和经济效益。
Pub Date : 2025-01-01 Epub Date: 2025-03-28 DOI: 10.1038/s44333-025-00028-6
Philip Krammer, Andreas W Schäfer

Since the beginning of motorization, intercity freight transportation modes have carried an ever-increasing load and experienced a nearly continuous decline in average unit costs and energy intensity. Using a unique dataset, we demonstrate the tight, inverse relationships between the average load carried with average transport unit costs and energy intensity, which are invariant across mode, space, and time, for the countries and time periods considered. Our subsequent statistical analysis concludes that-over the last 30-35 years-economies of scale have contributed to 65-85% of the decline in energy intensity, depending on the transport mode, with only the remaining share being due to technological progress. Significant further reductions in average unit costs and energy intensity due to increasing economies of scale seem possible for particularly surface transport modes. Instead of technological advances, their realization could require legal and infrastructure adjustments.

自机动化开始以来,城际货运方式承载的负荷不断增加,平均单位成本和能源强度几乎连续下降。使用一个独特的数据集,我们展示了平均负荷与平均运输单位成本和能源强度之间紧密的反比关系,对于所考虑的国家和时间段来说,这些关系在模式、空间和时间上都是不变的。我们随后的统计分析得出结论,在过去的30-35年里,根据运输方式的不同,规模经济对能源强度下降的贡献为65-85%,剩下的部分是由于技术进步。由于规模经济的增加,平均单位成本和能源强度似乎有可能进一步大幅降低,特别是对地面运输方式而言。实现这些目标可能需要法律和基础设施的调整,而不是技术的进步。
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引用次数: 0
Rethinking electric vehicles in research and planning. 重新思考电动汽车的研究和规划。
Pub Date : 2025-01-01 Epub Date: 2025-12-16 DOI: 10.1038/s44333-025-00067-z
Milad Mehdizadeh

Electric vehicles (EVs) are often hailed as climate saviours by some and dismissed as greenwashing by others. This polarization reduces a complex issue to slogans, when what is needed is an evidence-based perspective. EVs matter, but only if researchers and policymakers place them within broader strategies that also address transport planning, equity, and energy systems.

电动汽车经常被一些人誉为气候拯救者,而另一些人则认为电动汽车是在洗绿。这种两极分化将一个复杂的问题简化为口号,而真正需要的是基于证据的观点。电动汽车很重要,但前提是研究人员和政策制定者将其纳入更广泛的战略,同时考虑交通规划、公平和能源系统。
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引用次数: 0
The long journey towards a shift to rail in the European long-distance passenger transport market. 欧洲长途客运市场向铁路转型的漫漫征途。
Pub Date : 2025-01-01 Epub Date: 2025-02-03 DOI: 10.1038/s44333-025-00025-9
Oded Cats

The European long-distance passenger transport market is rapidly changing. There is a striking discrepancy between the relevance of long-distance travel for emission reduction goals and the lack of knowledge to support its design, planning and policy making. A conceptual representation of this market is provided, and four key scientific challenges are identified and discussed along with a brief review of the state-of-the-art, related knowledge gaps and a corresponding research agenda.

欧洲长途客运市场正在迅速变化。长途旅行与减排目标的相关性与缺乏支持其设计、规划和政策制定的知识之间存在着显著的差异。本文提供了该市场的概念性描述,确定并讨论了四个关键的科学挑战,并简要回顾了最新技术、相关知识差距和相应的研究议程。
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引用次数: 0
Joint factor and latent class ordered probit analysis of intent to use unstaffed automated buses. 使用无人驾驶公共汽车意图的联合因素和潜在类别有序概率分析。
Pub Date : 2025-01-01 Epub Date: 2025-07-14 DOI: 10.1038/s44333-025-00047-3
Lucy Downey, Anshamol Rahim, Achille Fonzone, Grigorios Fountas

By adopting a more environmentally friendly driving style and promoting sustainable transportation options, automated buses (ABs) could play a role in achieving long-term sustainability goals. This study explores the factors influencing the willingness to use ABs, based on survey data from 451 bus users in Scotland. Using latent class ordered probit analysis, distinct user groups were identified based on their intentions to use unstaffed ABs, along with the key factors influencing their class membership. Concerns about driving capabilities and the implementation of technology emerged as the strongest negative predictors for urban residents without health issues. For rural residents and those with health issues, use intentions were primarily influenced by expectations of the benefits associated with ABs. These insights are valuable for bus manufacturers, service operators, and transport authorities, informing the development of policies and strategies for the future deployment of SAE level 5 ABs.

通过采用更环保的驾驶方式和推广可持续的交通选择,自动驾驶巴士(ABs)可以在实现长期可持续发展目标方面发挥作用。本研究基于对苏格兰451名公交车用户的调查数据,探讨了影响ABs使用意愿的因素。使用潜在类别有序概率分析,根据他们使用无人ABs的意图以及影响其类别成员的关键因素,确定了不同的用户群体。对于没有健康问题的城市居民来说,对驾驶能力和技术实施的担忧成为最强烈的负面预测因素。对于农村居民和那些有健康问题的人来说,使用自动驾驶汽车的意图主要受到对自动驾驶汽车相关好处的预期的影响。这些见解对巴士制造商、服务运营商和交通管理部门来说很有价值,可以为未来部署SAE 5级自动驾驶汽车的政策和战略的制定提供信息。
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引用次数: 0
Comparative modelling of drone interventions with traditional logistics modes for expedited and equitable deliveries. 无人机干预与传统物流模式的比较建模,以实现快速和公平的交付。
Pub Date : 2025-01-01 Epub Date: 2025-08-25 DOI: 10.1038/s44333-025-00050-8
Andy Oakey, Matt Grote, Aliaksei Pilko, Jakub Krol, Alexander Blakesley, Tom Cherrett, Antonio Martinez-Sykora, Bani Anvari

Uncrewed Aerial Vehicles (UAVs/drones) for deliveries have become a key consideration for logistics planners, particularly in the healthcare industry. Despite reported theoretical cost and speed benefits, few systems have realised long-term financially sustainable operations. This paper explores UAVs in a multi-mode logistics system (vans, UAVs, bicycles) using medical sample delivery case studies in the United Kingdom, and a computational model that accounts for routing, landing restrictions, costs, and payload constraint practicalities. Results identified potential transit time reductions of up to 90% using UAVs, though costs increased significantly (+133%). Achieving these time savings required UAV access to all sites and residents tolerating up to 40 flight movements per hour. Other time savings were possible with partial or no UAV uptake; however, all expedited solutions increased costs, raising the question of the value of such time savings, and whether any benefits would materialise, given onward supply chain limitations and changeable weather.

用于交付的无人驾驶飞行器(uav /无人机)已成为物流规划者的关键考虑因素,特别是在医疗保健行业。尽管理论上有成本和速度方面的优势,但很少有系统能够实现长期的财务可持续运营。本文利用英国的医疗样本交付案例研究,探讨了无人机在多模式物流系统(厢式车、无人机、自行车)中的应用,并建立了一个考虑路线、着陆限制、成本和有效载荷约束实用性的计算模型。结果表明,使用无人机可以减少90%的运输时间,但成本却显著增加(+133%)。实现这些时间节省需要无人机访问所有站点和居民容忍每小时多达40次飞行动作。其他节省时间的可能是部分或不采用无人机;然而,所有快速解决方案都增加了成本,这就提出了这样节省时间的价值的问题,以及考虑到供应链的限制和多变的天气,是否会有任何好处。
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引用次数: 0
Using learning curves to guide the energy transition with the example of heavy electric trucks. 以重型电动卡车为例,利用学习曲线指导能源转换。
Pub Date : 2025-01-01 Epub Date: 2025-04-02 DOI: 10.1038/s44333-025-00029-5
Auke Hoekstra, Floor Alkemade

Learning curves accurately predict the continuing progress of clean energy and mobility technologies but are not systematically used as a basis for evidence-based policy. We present a systems-level learning model for electric trucks to illustrate how this can be done. Focussing on Europe, we use an approach based on learning curves for eTruck drivetrain and battery pack design; battery developments in cost, durability and composition; energy efficiency and CO2 emissions; weights of all components; electricity and diesel costs; charging costs in different scenarios; and the use of an eTruck fleet with different ranges. Our model shows several tipping points that can lead to fast eTruck adoption. Policies could leverage these tipping points by rewarding longer range, faster charging, vehicle-to-grid capabilities, and an open and interoperable network of eTruck fast-chargers to drive a rapid and cost-effective transition to eTrucks.

学习曲线准确地预测了清洁能源和移动技术的持续进步,但没有系统地用作基于证据的政策的基础。我们提出了一个电动卡车的系统级学习模型来说明如何做到这一点。专注于欧洲市场,我们采用基于学习曲线的方法来设计eTruck的动力传动系统和电池组;电池在成本、耐用性和成分方面的发展;能源效率和二氧化碳排放;各分量的权重;电力和柴油费用;不同场景下的收费成本;以及使用不同范围的卡车车队。我们的模型显示了几个临界点,可以导致快速采用电动卡车。政策可以利用这些引爆点,奖励更长的续航里程、更快的充电速度、车辆到电网的能力,以及一个开放的、可互操作的eTruck快速充电网络,以推动向eTruck的快速、经济地过渡。
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引用次数: 0
How gasoline prices influence the effectiveness of interventions targeting sustainable transport modes? 汽油价格如何影响针对可持续交通模式的干预措施的有效性?
Pub Date : 2024-12-30 DOI: 10.1038/s44333-024-00017-1
Guillaume Chevance, Baptiste Andrieu, Nicolas Koch, Cathryn Tonne, Mark Nieuwenhuijsen, Paquito Bernard
The current study aims to quantify the moderating role of gasoline price on the effectiveness of interventions targeting healthier and more sustainable transport modes. This multi-level meta-analysis provides an analysis of 52 interventions targeting a change in driving, public and active transport across four continents in interventions mixing “carrot/stick” strategies. Gasoline price significantly moderates the effectiveness of interventions targeting healthier transport modes in Europe (standardized mean difference 4·43, 95% CI 1·11 to 7·74) but not in the other continents. Interventions conducted in Europe were more effective with higher gasoline price. Gasoline price also significantly interacted with access to public transport in the four continents, with the moderating role of gasoline price on interventions’ effectiveness being stronger in places with higher access to public transport. Gasoline price is a significant moderator of interventions’ effectiveness but mostly in context where infrastructures are available.
目前的研究旨在量化汽油价格对针对更健康和更可持续的交通模式的干预措施有效性的调节作用。这项多层次荟萃分析分析了52项干预措施,这些干预措施旨在改变四大洲的驾驶、公共和主动交通,并混合了“胡萝卜/大棒”策略。在欧洲,汽油价格显著调节了针对更健康交通方式的干预措施的有效性(标准化平均差为4.43,95% CI为1.11至7.74),但在其他大洲则没有。在欧洲进行的干预措施在汽油价格上涨时更为有效。在四大洲,汽油价格也与公共交通的可及性显著相互作用,在公共交通可及性较高的地方,汽油价格对干预措施有效性的调节作用更强。汽油价格是干预措施有效性的重要调节因素,但主要是在基础设施可用的情况下。
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引用次数: 0
期刊
npj Sustainable Mobility and Transport
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