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Optimal fleet replacement management under cap-and-trade system with government subsidy uncertainty 具有政府补贴不确定性的总量管制与交易系统下的最优车队更换管理
Pub Date : 2023-06-01 DOI: 10.1016/j.multra.2023.100077
Liyang Xiao , Jialiang Zhang , Chenghao Wang , Rui Han

China has taken a number of positive measures to meet the requirement of environmental protection. The switch to electricity especially in transport sector is considered as a promising way to reducing greenhouse gas (GHG) emissions and facilitating to meet China's carbon neutral target in 2060. Besides, because of the overall impact of the COVID-19 on the transport sector, the future measures imposed by the government on electric vehicles (EVs) remain in high uncertainty. Taking the characteristics of different vehicles, business models, uncertainty of government financial subsidies and environmental factors into consideration, a replacement optimization model for a taxi fleet is proposed in this study under the cap-and-trade system. We assume that the taxi company has four types of vehicles to purchase or lease and manage to maximum the pecuniary advantages and environmental benefits simultaneously. Experimental results analyze that EVs and battery-swap electric vehicles (BSVs) are highly competitive when government subsidies do not decline. During the early stage of the planning horizon, adjusting the fleet continuously and timely can help the company to realizing the maximum revenue.

中国采取了一系列积极措施来满足环境保护的要求。转向电力,尤其是在交通部门,被认为是减少温室气体排放和促进实现中国2060年碳中和的目标的一种很有前途的方式。此外,由于新冠肺炎对交通部门的总体影响,政府对电动汽车(EV)实施的未来措施仍具有高度的不确定性。考虑到不同车辆的特点、商业模式、政府财政补贴的不确定性和环境因素,本文提出了总量管制与交易制度下出租车车队的替代优化模型。我们假设出租车公司有四种类型的车辆可供购买或租赁,并设法同时最大限度地发挥金钱优势和环境效益。实验结果表明,在政府补贴不下降的情况下,电动汽车和电池交换电动汽车具有很强的竞争力。在规划期的早期阶段,持续及时地调整车队可以帮助公司实现收入的最大化。
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引用次数: 3
An updated literature review of CO2e calculation in road freight transportation 道路货运中二氧化碳当量计算的最新文献综述
Pub Date : 2023-06-01 DOI: 10.1016/j.multra.2022.100068
Payam Dehdari , Helmut Wlcek , Kai Furmans

In recent decades, increasing emphasis is being placed on sustainable freight transport. The aim of this study is to discern how detailed the calculation of CO2e emissions in road transport is. For this, the study conducted a sample review with 53 scientific sources and 121 annual reports. Only 14 out of the 53 scientific sources incorporated emissions that occur as a by-product of energy supply. Not more than 14 of the 121 companies included emissions from transportation activities of both the upstream and downstream processes. Therefore, the study highlights the necessity for new and validated models to support decision-making processes that sustainably reduce CO2e emissions.

近几十年来,人们越来越重视可持续货运。这项研究的目的是了解道路运输中二氧化碳排放量的计算有多详细。为此,该研究对53个科学来源和121份年度报告进行了抽样审查。在53个科学来源中,只有14个包含了能源供应副产品的排放。121家公司中,包括上游和下游过程运输活动排放的公司不超过14家。因此,该研究强调了新的和经过验证的模型支持可持续减少二氧化碳排放的决策过程的必要性。
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引用次数: 1
Evaluation of three collaboration and profit sharing methods for carriers in pickup-and-delivery problems 承运人在提货和交货问题上的三种合作和利润分享方法的评估
Pub Date : 2023-06-01 DOI: 10.1016/j.multra.2022.100066
Bhavya Padmanabhan , Nathan Huynh , William Ferrell , Vishal Badyal

This study examines three methods of collaboration and profit-sharing for less-than-truckload (LTL) carriers. The collaboration methods are evaluated under the scenario that all participating carriers share some or all of their pickup and delivery jobs with a central authority who will assign jobs to carriers and determine optimal vehicle routes to maximize profit. The novelty of this work is that it allows carriers to retain some of their jobs. Collaboration Method 1 is a two-step approach where the first step involves the central authority determining the job allocation for the shared jobs and the vehicle routes for each carrier that includes their retained and allocated jobs to maximize total profit. The second step involves dividing the total profit among the carriers using a contribution-based profit-sharing model. Collaboration Method 2 is a one-step approach where the central authority simultaneously determines the job allocation and vehicle routes, and at the same time allocates profit to the carriers with fairness constraints included in the model. Collaboration Method 3 is also a two-step approach similar to Method 1, except that in the first step, the central authority determines the job allocation and vehicle routes for only the shared jobs (not including retained jobs). Mathematical models and solution algorithms based on large neighborhood search (LNS) are proposed for all three methods. The numerical experiments are conducted using hypothetical networks with up to 30 jobs and 3 carriers. Results indicate that on an average the total profit from Method 1 is 5.3% higher than that of Method 2 and 11.88% higher than that of Method 3. The total profit from Method 2 is 6.60% higher than that of Method 3.

本研究考察了零担运输公司的三种合作和利润分享方法。在所有参与运营商与中央机构共享部分或全部取件和交付工作的情况下,对协作方法进行评估,中央机构将向运营商分配工作,并确定最佳车辆路线以实现利润最大化。这项工作的新颖之处在于,它可以让运营商保留一些工作。协作方法1是一种分两步的方法,其中第一步涉及中央当局确定共享作业的作业分配和每个运营商的车辆路线,包括其保留和分配的作业,以最大限度地提高总利润。第二步涉及使用基于贡献的利润共享模型在运营商之间划分总利润。协作方法2是一种一步到位的方法,中央当局同时确定工作分配和车辆路线,同时将利润分配给模型中包含公平约束的运营商。协作方法3也是一种类似于方法1的两步方法,只是在第一步中,中央机构仅为共享作业(不包括保留作业)确定作业分配和车辆路线。针对这三种方法,提出了基于大邻域搜索的数学模型和求解算法。数值实验是使用具有多达30个工作和3个载波的假设网络进行的。结果表明,方法1的总利润平均比方法2高5.3%,比方法3高11.88%。方法2的总利润比方法3高6.60%。
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引用次数: 0
The effect of design and behaviour of automated micro-vehicles for urban delivery on other road users’ perceptions 用于城市交付的微型自动车辆的设计和行为对其他道路使用者感知的影响
Pub Date : 2023-06-01 DOI: 10.1016/j.multra.2023.100079
Eva-Maria Schomakers , Vivian Lotz, Felix Glawe, Martina Ziefle

New mobility concepts are needed as cities become ever more congested and polluted by traffic. One factor for the growing traffic volume is the increasing delivery traffic leading to a need for sustainable concepts for urban logistics and last-mile delivery. Innovative vehicle concepts, like automated micro-vehicles, present one promising approach. However, not much is yet known about drivers and barriers for the acceptance of these vehicles from the perspective of other road users – i.e. those people sharing traffic space with automated micro-vehicles. In two consecutive animation-based experiments (n = 107, n = 543), we analysed the effect of varying behaviour and design of automated micro-vehicles on other road users’ risk perception, trust, and acceptance. Speed, braking behaviour, automation mode, number of vehicles in convoy, distance between vehicles as well as colour design significantly affect risk perceptions, trust, and partly acceptance. The results inform the development and regulation of automated micro-vehicles.

随着城市变得越来越拥堵和交通污染,需要新的交通概念。交通量增长的一个因素是送货流量的增加,这导致了对城市物流和最后一英里送货的可持续概念的需求。创新的车辆概念,如微型自动化车辆,提供了一种很有前途的方法。然而,从其他道路使用者的角度来看,对驾驶员和接受这些车辆的障碍还知之甚少,即那些与自动微型车辆共享交通空间的人。在两个连续的基于动画的实验中(n=107,n=543),我们分析了自动微型车的不同行为和设计对其他道路使用者风险感知、信任和接受的影响。速度、制动行为、自动化模式、车队中的车辆数量、车辆之间的距离以及颜色设计显著影响风险感知、信任和部分接受度。研究结果为微型自动化车辆的开发和监管提供了依据。
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引用次数: 0
An analytical framework for modeling ride pooling efficiency and minimum fleet size 拼车效率和最小车队规模建模的分析框架
Pub Date : 2023-06-01 DOI: 10.1016/j.multra.2023.100080
Steffen Mühle

Ride pooling (RP) is a transport mode using on-demand buses to combine the trips of multiple users into one vehicle. Its required fleet size and carbon emissions are quantified by the system’s efficiency. Due to the complex interplay between street network, buses, users and dispatch algorithm, efficiency case studies are available but bottom-up predictions are not. Here we close this gap using probabilistic and geometric arguments in an analytical model framework. Its modular design allows for adaptation to specific usage scenarios and provides an over-arching view of them. In a showcase on Euclidean spaces, our model quantifies how RP outperforms private cars as user demand increases. Its predicted power-law scaling is verified using a custom simulation framework, which further reveals improved scaling on real street networks and graphs with hierarchical structures. Henceforth, our work may help to identify street networks well-suited for RP, and predict key performance indicators analytically.

拼车(RP)是一种使用按需公交车将多个用户的行程合并为一辆车的交通模式。其所需的车队规模和碳排放量通过系统的效率进行量化。由于街道网络、公交车、用户和调度算法之间的复杂相互作用,可以进行效率案例研究,但不能进行自下而上的预测。在这里,我们在分析模型框架中使用概率和几何参数来缩小这一差距。它的模块化设计允许适应特定的使用场景,并提供了它们的总体视图。在欧几里得空间的展示中,我们的模型量化了随着用户需求的增加,RP如何优于私家车。使用自定义仿真框架验证了其预测的幂律缩放,进一步揭示了在真实街道网络和具有分层结构的图上改进的缩放。今后,我们的工作可能有助于确定非常适合RP的街道网络,并分析预测关键性能指标。
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引用次数: 6
Frequent public transit users views and attitudes toward cycling in Canada in the context of the COVID-19 pandemic 在新冠肺炎大流行背景下,加拿大经常使用公共交通工具的人对骑自行车的看法和态度
Pub Date : 2023-06-01 DOI: 10.1016/j.multra.2022.100067
Brice Batomen , Marie-Soleil Cloutier , Matthew Palm , Michael Widener , Steven Farber , Susan J Bondy , Erica Di Ruggiero

Several Canadian cities observed a shift from public transit use to private cars and active transport modes during the COVID-19 pandemic. At a moment where pre-pandemic public transit users are reconsidering their travel options, studies describing their attitudes toward cycling are lacking. Because most trips in urban areas involve short- and mid-range travel, cycling is seen as a promising environmentally sustainable means of transportation. This study aims to describe how pre-pandemic public transit users in Toronto and Vancouver view cycling, including their comfort with available infrastructure, cycling frequency, and perceived barriers to adoption. Data from the Public Transit and COVID-19 Survey, a web-based panel survey of over 3500 regular transit riders in Toronto and Vancouver administered in May 2020 and April 2021 were analysed. Applying Geller's typology, 70% of participants could be classified as interested but concerned and one fifth as no way no how regarding their comfort levels toward cycling. Women were more likely to be no way no how cyclist type. Weather, lack of safe routes, and having to carry things were the main barriers to cycling in both cities. Our results give insight on who should be targeted by city initiatives aiming to promote changes toward more active modes of transportation. Further studies with a causal design are required to identify possible mitigating strategies to the main barriers to cycling.

在新冠肺炎大流行期间,加拿大几个城市观察到公共交通从使用私家车和积极的交通方式转变。在疫情前的公共交通用户正在重新考虑他们的出行选择之际,缺乏描述他们对自行车态度的研究。由于城市地区的大多数旅行都涉及中短途旅行,骑自行车被视为一种很有前途的环境可持续交通方式。这项研究旨在描述多伦多和温哥华疫情前的公共交通用户如何看待自行车运动,包括他们对现有基础设施的舒适度、骑行频率和感知的采用障碍。分析了公共交通和新冠肺炎调查的数据,这是一项基于网络的小组调查,于2020年5月和2021年4月对多伦多和温哥华的3500多名常规交通乘客进行了调查。应用盖勒的类型学,70%的参与者可以被归类为感兴趣但关心,五分之一的参与者对他们骑自行车的舒适度一无所知。女性更可能是一个决不会骑自行车的类型。天气、缺乏安全路线和必须携带物品是这两个城市骑自行车的主要障碍。我们的研究结果揭示了谁应该成为城市倡议的目标,这些倡议旨在促进向更积极的交通方式转变。需要进行因果设计的进一步研究,以确定可能的缓解自行车主要障碍的策略。
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引用次数: 8
Do users' characteristics really influence the perceived service quality of Multimodal Transportation Hub (MMTH)? An association rules mining approach 用户的特征真的会影响多式联运枢纽(MMTH)的感知服务质量吗?一种关联规则挖掘方法
Pub Date : 2023-06-01 DOI: 10.1016/j.multra.2023.100069
Vivek Chauhan, Akshay Gupta, Manoranjan Parida

Exploring approaches for improving the service quality (SQ) of the urban multimodal transportation hub (MMTH) and alluring new passengers for providing seamless and sustainable mobility are the major concerns and objectives for transport planners and operating agencies in the contemporary world. Considering the fact, the present study endeavours to identify the association of users’ socio-demographics and travel characteristics with different service quality levels developed for a MMTH. The data was collected from 515 users of Anand Vihar MMTH, Delhi. K-means clustering categorized SQ in three levels: low, medium, and high. Association Rules Mining approach was used to generate various interesting rules, which also highlighted the disparity among users’ perceptions on the basis of three different SQ levels. Results demonstrated that the ‘passengers travelling 3 to 5 times per week’, ‘those who were having the availability of driving license’, ‘users with more than 15 minutes of transfer time’, and ‘the female users’ were the least satisfied with the SQ of MMTH. Interestingly, ‘the graduates with high-income travelling for work purpose’ and ‘users who were retired from their jobs’ were highly convinced with SQ. The research outcomes will be advantageous to the transport policy makers while implementing the user-based policies in the MMTH for embellishing the public transport infrastructure and to make the urban cities inclusive, resilient, safe and sustainable.

探索提高城市多式联运枢纽(MMTH)服务质量的方法,吸引新乘客提供无缝和可持续的出行,是当代世界交通规划者和运营机构的主要关注点和目标。考虑到这一事实,本研究试图确定用户的社会人口统计和旅行特征与为MMTH开发的不同服务质量水平之间的关联。该数据来自德里Anand Vihar MMTH的515名用户。K-means聚类将SQ分为三个层次:低、中、高。关联规则挖掘方法被用来生成各种有趣的规则,这也突出了用户在三个不同的SQ级别上的感知差异。结果表明,“每周出行3至5次的乘客”、“有驾驶执照的人”、“换乘时间超过15分钟的用户”和“女性用户”对MMTH的SQ最不满意。有趣的是,“高收入工作出行的毕业生”和“退休用户”对SQ非常信服。研究结果将有利于交通政策制定者,同时在MMTH中实施基于用户的政策,以美化公共交通基础设施,使城市具有包容性、弹性,安全和可持续。
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引用次数: 0
Which transport modes do people use to travel to coworking spaces (CWSs)? 人们使用哪些交通方式前往共同工作空间(CWS)?
Pub Date : 2023-06-01 DOI: 10.1016/j.multra.2023.100078
Stéphanie Souche-Le Corvec

There are many different ways of practicing coworking, and many different forms of CoWorking Spaces (CWSs). In this paper, we define CWSs in economic and spatial terms, and we provide some explanations on the transport mode used to travel to. Is the transport mode used to get to CWSs the same as that which is usually used for travel for work purposes? Does the spatial location of the CWS (in large city - medium-sized town - rural community) have an impact on the transport mode choice? The key issue is determining whether these new working spaces favor a shift in travel behavior toward practices less centered on the car. We use a survey of coworkers conducted in 2019 in the Auvergne-Rhône-Alpes Region (AURA), from which data is processed using a binomial logit model. The estimation results show that the mode choice for traveling to CWSs does not allow us to identify a characteristic that is fundamentally different from mode choice for work purpose. However, the availability of a parking place in CWSs is identified as a possible public policy level.

有许多不同的方式来练习共同工作,也有许多不同形式的共同工作空间。在本文中,我们从经济和空间角度对CWS进行了定义,并对前往CWS的交通方式进行了一些解释。前往CWS所使用的交通方式与通常用于工作目的的交通方式相同吗?CWS(大城市-中等城镇-农村社区)的空间位置是否对交通方式的选择有影响?关键问题是确定这些新的工作空间是否有利于旅行行为向不那么以汽车为中心的实践转变。我们使用了2019年在奥弗涅-罗纳-阿尔卑斯地区(AURA)对同事进行的一项调查,其中的数据使用二项式logit模型进行处理。估计结果表明,前往CWS的模式选择不允许我们识别与工作目的的模式选择根本不同的特征。然而,CWS停车位的可用性被确定为一个可能的公共政策层面。
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引用次数: 1
Are facilities to support alternative modes effective in reducing congestion?: Modeling the effect of heterogeneous traffic conditions on vehicle delay at intersections 支持替代模式的设施是否能有效减少拥堵?:异质交通条件对交叉口车辆延误影响的建模
Pub Date : 2023-03-01 DOI: 10.1016/j.multra.2022.100050
Swapneel R. Kodupuganti , Srinivas S. Pulugurtha

Multimodal facilities are being built in a majority of urban areas to accommodate both motorized and non-motorized traffic. The resulting transportation system is susceptible to complex interactions between different modes and users. These complex interactions are hard to quantify and capture on a regular basis. There is a need to rely on a microsimulation platform to replicate such real-world scenarios and forecast future conditions. This study focuses on assessing the effect of heterogeneous traffic conditions involving multiple modes like light rail transit (LRT), walking, bicycling, and motorized traffic on vehicle delay at intersections using Vissim traffic simulation software. A 2.5-mile urban arterial corridor comprising of seven at-grade and two grade-separated signalized intersections along US-29 route in the city of Charlotte, NC, USA was chosen for analysis and modeling. Base simulation model was developed by replicating the traffic scenario for the year 2018 (without LRT and non-motorized traffic). External controllers like VisVAP and Viswalk were used to assign signal priority and model heterogenous traffic conditions. The vehicle operational performance of the corridor improved along the major street after the addition of the LRT. An increase in vehicle delay on the major street was observed with an increase in the non-motorized traffic. Contrarily, the operational performance of the cross-streets at at-grade intersections did not see any significant change due to the addition of non-motorized traffic. The proposed framework assists planners to assess the impact of adding a new transit system like LRT and associated non-motorized traffic on the urban corridor.

大多数城市地区正在建设多式联运设施,以容纳机动和非机动交通。由此产生的运输系统容易受到不同模式和用户之间复杂互动的影响。这些复杂的相互作用很难定期量化和捕捉。需要依靠微观模拟平台来复制这种真实世界的场景并预测未来的情况。本研究的重点是使用Vissim交通模拟软件评估涉及轻轨交通(LRT)、步行、骑自行车和机动交通等多种模式的异质交通条件对交叉口车辆延误的影响。选择美国北卡罗来纳州夏洛特市的一条2.5英里长的城市主干道进行分析和建模,该走廊由US-29路线上的七个平面和两个平面分离的信号交叉口组成。基础模拟模型是通过复制2018年的交通场景(没有轻轨和非机动交通)而开发的。VisVAP和Viswalk等外部控制器用于分配信号优先级并对异质交通条件进行建模。在增加轻铁后,沿主要街道的走廊的车辆运行性能有所改善。主要街道上的车辆延误随着非机动交通的增加而增加。相反,由于非机动交通的增加,平面交叉口交叉街道的运营性能没有出现任何显著变化。拟议的框架有助于规划者评估增加轻轨等新交通系统和相关非机动交通对城市走廊的影响。
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引用次数: 4
A method for evaluating the balance of land use and multimodal transport system of new towns/cities using an integrated modeling framework 一种使用综合建模框架评估新城/城市土地利用和多式联运系统平衡的方法
Pub Date : 2023-03-01 DOI: 10.1016/j.multra.2022.100063
Raymond Akuh , Ming Zhong , Asif Raza , Yiming Dong

The majority of cities in both developed and developing countries are confronted with negative externalities from imbalanced land-use and transportation systems. This is mainly due to fast urbanization process as well as the separated planning of the land use and transportation systems. In most of these countries, new towns and cities are being built in the suburban areas to meet the growing demands. However, there are limited methods in the literature detailing how the balance of land use and the transportation system can be examined, especially those involving new town developments. In this study, a framework is proposed. Within the proposed framework, an integrated land-use transport model is developed (using the Production, Exchange, and Consumption Allocation System (PECAS)) and calibrated to forecast land-use activities, which includes a land-use sub-model for estimating future land use patterns and a multimodal transport sub-model to predict travel demand. Furthermore, a method for evaluating the balance between land use activities and the transportation system is adopted and modified at both the local level – traffic analysis zone (TAZs) and system-level – region connecting the new city and main city. The proposed balance evaluation framework is applied to the Yangtze River New City (YRNC) of the City of Wuhan as a case study. The results from the case study show that the proposed framework can be used to examine the balance of land use and transportation system of new towns and cities at both local and regional levels as a versatile decision-support system (DSS) for sustainable planning and development of new towns and cities.

发达国家和发展中国家的大多数城市都面临着土地利用和交通系统失衡带来的负外部性。这主要是由于快速的城市化进程以及土地利用和交通系统的分离规划。在这些国家中,大多数国家都在郊区建造新城,以满足日益增长的需求。然而,文献中详细说明如何检查土地利用和交通系统的平衡的方法有限,尤其是涉及新城开发的方法。在本研究中,提出了一个框架。在拟议框架内,开发了一个综合土地利用运输模型(使用生产、交换和消费分配系统),并进行了校准,以预测土地利用活动,其中包括一个用于估计未来土地利用模式的土地利用子模型和一个用于预测出行需求的多式联运子模型。此外,在地方层面——交通分析区(TAZ)和系统层面——连接新城和主城的区域,采用并修改了一种评估土地利用活动与交通系统之间平衡的方法。以武汉市长江新城为例,运用所提出的平衡评价框架进行了实证分析。案例研究的结果表明,该框架可用于考察地方和区域层面的新市镇土地利用和交通系统的平衡,作为新市镇可持续规划和发展的多功能决策支持系统。
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引用次数: 1
期刊
Multimodal Transportation
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