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Analysis of relationship between railway satisfaction and delay tolerance 铁路满意度与延迟容忍度之间的关系分析
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-10-13 DOI: 10.1016/j.cstp.2024.101306
Railway facilities, which are part of the service environment, may affect passenger delay tolerance during delays. With the increasing frequency of railway delays, it is essential for railway companies to understand how passengers perceive these disruptions and railway facilities. While previous studies have examined the relationship between satisfaction and tolerance in interpersonal relationships, less is known about the impact of service environments, such as railway facilities, on perceptions in transportation settings. This study investigates the relationship between passenger satisfaction with railway facilities and their tolerance of delays in hypothetical scenarios, covering both short and long delays during morning and evening commute. The results of structural equation modeling show that railway satisfaction positively affects delay tolerance, while anxiety caused by unclear information during delays negatively affects tolerance. Additionally, the study identified the facility improvements that would enhance service quality. These findings offer actionable insights for railway companies to mitigate the impact of delays and improve passenger experiences.
铁路设施是服务环境的一部分,可能会影响乘客对延误的容忍度。随着铁路延误日益频繁,铁路公司有必要了解乘客如何看待这些干扰和铁路设施。以往的研究探讨了人际关系中的满意度和容忍度之间的关系,但对于铁路设施等服务环境对交通环境中的感知的影响却知之甚少。本研究调查了乘客对铁路设施的满意度与他们在假设情景下对延误的容忍度之间的关系,假设情景包括早晚通勤期间的短时和长时延误。结构方程模型的结果表明,铁路满意度会对延误容忍度产生积极影响,而延误期间信息不明确所导致的焦虑则会对容忍度产生消极影响。此外,研究还确定了可提高服务质量的设施改进措施。这些发现为铁路公司减轻延误影响和改善乘客体验提供了可操作的见解。
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引用次数: 0
The operational dynamics of end-around taxiways: Insights from Istanbul Airport 末端环形滑行道的运行动态:伊斯坦布尔机场的启示
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-10-10 DOI: 10.1016/j.cstp.2024.101303
The rapid rise in global air traffic poses significant challenges for airports, particularly in maintaining operational safety and efficiency. One of the main issues is the risk of runway crossings during ground movements, which can lead to runway incursions. This is particularly problematic in airports with parallel runway operations, where managing multiple runways and ground movements is more complex. End-Around Taxiways (EATs) have been introduced as a strategic solution to mitigate these risks. However, their implementation also introduces new operational challenges and complexities. This study evaluates the impact of EATs on Istanbul Airport (LTFM), one of Europe’s busiest airports. Using Automatic Dependent Surveillance-Broadcast (ADS-B) data, the research examines the use of EATs in taxi times, acceleration counts and durations, stop-and-go counts, level-off times, hot spots, gate and stand usages by developing new catchment algorithms. The findings show that EATs present operational challenges such as increased taxi times, number of acceleration movements, and level off times. The study emphasizes the need to consider local airport configurations when implementing EATs and suggests new constraints to optimize their usage.
全球航空交通量的快速增长给机场带来了巨大挑战,尤其是在维护运行安全和效率方面。其中一个主要问题是地面移动过程中穿越跑道的风险,这可能会导致跑道入侵。在平行跑道运行的机场,这一问题尤为突出,因为在这些机场,管理多条跑道和地面移动更为复杂。末端环形滑行道(EAT)作为一种战略解决方案被引入,以降低这些风险。然而,其实施也带来了新的运营挑战和复杂性。本研究评估了 EAT 对欧洲最繁忙机场之一的伊斯坦布尔机场(LTFM)的影响。研究使用自动监视广播(ADS-B)数据,通过开发新的捕获算法,检查了 EATs 在滑行时间、加速次数和持续时间、停靠次数、平飞时间、热点、登机口和停机位使用方面的使用情况。研究结果表明,EAT 带来了运营方面的挑战,如出租车时间、加速运动次数和平层关闭时间的增加。研究强调,在实施 EATs 时需要考虑当地机场的配置,并提出了优化其使用的新约束条件。
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引用次数: 0
Quantifying the external costs of autonomous on-demand ride pooling services 量化自主按需拼车服务的外部成本
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-10-09 DOI: 10.1016/j.cstp.2024.101302
Mobility On Demand (MOD) services, such as ride-pooling, provide convenient and cost-effective transportation options. While previous studies focused on operational costs and service quality, we take a broader perspective by examining the external costs associated with autonomous ride-pooling services. Incorporating external costs into the design and evaluation of MOD services enables a comprehensive understanding of their impact on the entire urban population, informing effective regulations and incentives. We present an approach for calculating space-varying external costs, accounting for factors like air pollution, climate impact, noise and accidents. These costs are integrated into FleetPy, an agent-based simulation tool for ridesharing analysis and optimization. A case study in Munich uncovers the tradeoffs between external costs, internal costs, and service quality. Our findings suggest that mid-sized vehicles with a three-person capacity strike a balance between energy efficiency and transport capacity. By applying our approach, external costs can be reduced by up to 37%.
按需移动(MOD)服务,如拼车,提供了便捷且经济高效的交通选择。以往的研究侧重于运营成本和服务质量,而我们则从更广阔的视角出发,研究了与自主拼车服务相关的外部成本。将外部成本纳入 MOD 服务的设计和评估中,可以全面了解其对整个城市人口的影响,从而制定有效的法规和激励措施。我们提出了一种计算空间变化外部成本的方法,其中考虑了空气污染、气候影响、噪音和事故等因素。这些成本被整合到基于代理的模拟工具 FleetPy 中,用于共享出行的分析和优化。慕尼黑的一项案例研究揭示了外部成本、内部成本和服务质量之间的权衡。我们的研究结果表明,可容纳三人的中型车辆可以在能源效率和运输能力之间取得平衡。采用我们的方法,外部成本最多可降低 37%。
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引用次数: 0
Cost benefit analysis of reducing speed limits in Athens to 30 Km/h 将雅典车速限制降至 30 公里/小时的成本效益分析
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-10-02 DOI: 10.1016/j.cstp.2024.101289
The objective of this research is to investigate public acceptance and socio-economic feasibility of reducing speed limit from 50 km/h to 30 km/h in certain parts of the road network of Athens, Greece. A questionnaire was developed based on the method of stated preference for various hypothetical scenarios of time, fuel consumption and the probability of road crash to investigate road user preferences towards the reduction of speed limit and identify the most important influencing factors preferences. A total of 408 respondents were asked to choose among three alternative proposals: a) Reduce the speed limit to 30 km/h throughout the urban network except on major arteries, b) Reduce the speed limit to 30 km/h throughout the urban network and c) No Reduction (do nothing). For the analysis, two binomial logistic regression models and two multinomial logistic regression models were developed. The results indicate that increase in travel time, the importance of speed in causing a crash, the number of crashes the user has been involved in, the respondent’s driving habits are the main determinants of the users’ preferences. Furthermore, a Cost Benefit Analysis (CBA) was conducted to understand the sustainability implications of the implementation of lower speed limits (i.e., 50 to 30 km/h). In terms of socio-economic impacts, the CBA considered safety-related metrics, namely the number of road casualties of all severity levels, and environmental-related metrics, namely reductions in CO2, NOx, PM levels as well as in road user surplus metrics namely travel time increase and fuel consumption reduction. Costs considered in the analysis result from increased time spent on the road. Consequently, the investment and the operational costs along with the socio-economic impact are estimated and monetized, up to the year 2030. The positive Net Present Value (NPV) and the high Internal Rate of Return (IRR), i.e. 64.5 %, obtained as well as the sensitivity analysis results, indicate the feasibility of this policy over time. Therefore, speed limit reductions are economically viable and so, should be encouraged.
本研究的目的是调查希腊雅典公路网某些路段的车速限制从 50 公里/小时降至 30 公里/小时的公众接受度和社会经济可行性。根据时间、油耗和道路交通事故概率等各种假设情况的陈述偏好法编制了一份调查问卷,以调查道路使用者对降低车速限制的偏好,并确定最重要的影响偏好的因素。共有 408 名受访者被要求在以下三个备选方案中做出选择:a) 除主要干道外,将整个城市网络的车速限制降低至每小时 30 公里;b) 将整个城市网络的车速限制降低至每小时 30 公里;c) 不降低车速限制(什么都不做)。为进行分析,建立了两个二叉逻辑回归模型和两个多叉逻辑回归模型。结果表明,旅行时间的增加、车速对造成车祸的重要性、用户参与车祸的次数、受访者的驾驶习惯是用户偏好的主要决定因素。此外,还进行了成本效益分析(CBA),以了解实施较低车速限制(即从 50 公里/小时降至 30 公里/小时)对可持续发展的影响。在社会经济影响方面,成本效益分析考虑了与安全相关的指标,即各种严重程度的道路伤亡人数,以及与环境相关的指标,即二氧化碳、氮氧化物、可吸入颗粒物水平的降低,以及道路使用者剩余指标,即旅行时间的增加和燃料消耗的减少。分析中考虑的成本来自于道路上花费时间的增加。因此,对投资和运营成本以及社会经济影响进行了估算和货币化,直至 2030 年。净现值(NPV)为正值,内部收益率(IRR)较高,即 64.5%,这些数据以及敏感性分析结果表明,随着时间的推移,该政策是可行的。因此,降低车速限制在经济上是可行的,应予以鼓励。
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引用次数: 0
Impact of high-speed railway construction on freight capacity on sections of existing railways- A case on the Yangtze River Delta 高速铁路建设对既有铁路路段货运能力的影响--以长江三角洲为例
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-09-26 DOI: 10.1016/j.cstp.2024.101301
The construction of high-speed railway (HSR) can effectively release the freight capacity of existing railways. By analyzing the influencing factors of passengers’ travel choices, the Utility Function and Logit model are adopted to calculate the utility and passenger flow split rate, and get the passenger flow of the existing railways after the diversion of the newly-built HSR. The passenger flow allocation model is established based on User Equilibrium, and improved Frank-Wolfe (FW) algorithm is applied to solve it, and obtain the passenger capacity of the sections on existing railways. Based on the deduction coefficient method, the passenger capacity is deducted from total capacity to get the freight capacity of each section on existing railways after release. Finally, take the railway channel in the Yangtze River Delta as a case, the results show that after the construction of the HSR, the freight capacity of sections on existing railways in the Yangtze River Delta is released to varying degrees. The freight capacity of Hefei-Wuhu section will be released the most, which is 19.5 pairs of trains, while that of Shanghai-Jiaxing section is the least, which is only 3.5 pairs, following by Wenzhou-Jinhua and Hangzhou-Ningbo sections, which are 4 pairs. Therefore, the construction of HSR should be accompanied by focusing on sections with less released freight capacity to enhance the overall capacity of the regional railway network.
高速铁路的建设可以有效释放既有铁路的货运能力。通过分析旅客出行选择的影响因素,采用效用函数和 Logit 模型计算效用和客流分流率,得到新建高铁分流后既有铁路的客流情况。建立基于用户均衡的客流分配模型,并采用改进的 Frank-Wolfe (FW) 算法进行求解,得到既有铁路各区段的客运能力。根据扣除系数法,从总运力中扣除客运运力,得到放行后既有铁路各区段的货运运力。最后,以长三角铁路通道为例,结果表明,高铁建成后,长三角既有铁路各区段货运能力均有不同程度的释放。其中,合肥至芜湖段的货运能力释放最多,为 19.5 对列车;上海至嘉兴段的货运能力释放最少,仅为 3.5 对列车;其次是温州至金华段和杭州至宁波段,均为 4 对列车。因此,在建设高铁的同时,应重点关注货运能力释放较少的区段,以提高区域铁路网的整体运能。
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引用次数: 0
Evaluating private car users’ preference to congestion pricing: A study on trip cancellation behavior 评估私家车用户对拥堵费的偏好:关于取消行程行为的研究
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-09-25 DOI: 10.1016/j.cstp.2024.101300
People show different behaviors when facing congestion pricing policy. A literature review reveals that the variables affecting behaviors such as trip cancellation in the case of the implementation of transportation demand management (TDM) policies have received less attention. Therefore, the present study aimed to investigate the effects of travelers’ characteristics, citizens’ attitudes towards TDM policies, socioeconomic variables, and five TDM policies on trip cancellation behavior among private car users entering congestion charge zones. The statistical population contained 2256 participants; each participant answered six scenarios resulting in 13,536 observations. The use of Stated Preference method is employed to identify the preferences of citizens of Shiraz as a case study. The binary logit model indicated that travelers who had to make essential trips would be less likely to cancel their trips. Also, those who strongly agreed with the idea that congestion pricing could restrict their travel mode choice and those who strongly disagreed that congestion pricing could reduce traffic congestion would be most likely to cancel their trips compared to people with other attitudes. In addition, every minute increase in the time spent in congestion charge zones could decrease the travelers’ tendency to cancel their trips by 0.13%. Likewise, every 10,000 Rials ($0.09) increase in congestion charge could increase the probability of trip cancellation by 0.31%.
人们在面对拥堵定价政策时会表现出不同的行为。文献综述显示,在实施交通需求管理(TDM)政策的情况下,影响取消行程等行为的变量受到的关注较少。因此,本研究旨在探讨出行者特征、市民对交通需求管理政策的态度、社会经济变量以及五项交通需求管理政策对私家车用户进入拥堵收费区取消行程行为的影响。统计人群包括 2256 名参与者,每位参与者回答了六个情景,共得到 13536 个观测值。以设拉子市民的偏好为研究案例,采用了陈述偏好法。二元对数模型表明,必须进行必要旅行的旅行者取消旅行的可能性较小。此外,与持其他态度的人相比,非常同意拥堵费可以限制其出行方式选择的人和非常不同意拥堵费可以减少交通拥堵的人最有可能取消出行。此外,在拥堵收费区所花费的时间每增加一分钟,就会使旅行者取消旅行的倾向降低 0.13%。同样,拥堵费每增加 10,000 里亚尔(0.09 美元),取消行程的可能性就会增加 0.31%。
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引用次数: 0
Hard and soft measures for motivating workers to commute by bicycle: The case of Bogota 激励工人骑自行车上下班的软硬措施:波哥大案例
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-09-21 DOI: 10.1016/j.cstp.2024.101299
Motivating workers to commute by bicycle could play a key role in reducing congestion, caring for the environment, helping maintain good health and fitness, and improving the well-being of urban societies. To achieve this behavioral change, it is crucial to understand the main factors that influence bicycle use. This study aims to understand the behavior of workers who do not commute by bicycle by integrating the theory of planned behavior (TPB) and social identity into a Hybrid Modal Shift model (HMS) to define measures to motivate them to commute by bicycle. We designed a stated choice experiment comprised of three tangible attributes (i.e., bike lane types, trip-end facilities, and cash incentives). Indicators related to psychological factors of the TPB and social identity, and choices of whether to switch current modes of transportation to the bicycle, were observed through a face-to-face questionnaire addressed to workers who do not commute by bicycle in Bogota, Colombia (N=376). The HMS allowed us to understand the effects of tangible attributes and psychological constructs on the probability of shifting current transportation modes to commuting by bicycle to work. We also obtained the effect of each socioeconomic characteristic on the overall choice of shifting to bicycles. Then, by considering the heterogeneity captured through the psychological constructs, we designed measures based on social identity and some psychological factors of the TPB involving these groups of workers to motivate them to commute by bicycle.
激励工人骑自行车上下班,可以在减少拥堵、爱护环境、帮助保持健康和体魄以及改善城市社会福祉方面发挥关键作用。要实现这一行为改变,了解影响自行车使用的主要因素至关重要。本研究旨在通过将计划行为理论(TPB)和社会认同融入混合模式转换模型(HMS),了解不骑自行车上下班的工人的行为,从而确定激励他们骑自行车上下班的措施。我们设计了一个由三个有形属性(即自行车道类型、出行终点设施和现金奖励)组成的陈述选择实验。通过对哥伦比亚波哥大不骑自行车上下班的工人(376 人)进行面对面问卷调查,观察了与 TPB 心理因素和社会认同相关的指标,以及是否将目前的交通方式改为骑自行车的选择。通过 HMS,我们了解了有形属性和心理结构对将目前的交通方式转变为骑自行车上下班的可能性的影响。我们还获得了每个社会经济特征对转向自行车的总体选择的影响。然后,考虑到通过心理结构捕捉到的异质性,我们设计了基于社会认同和 TPB 中涉及这些工人群体的一些心理因素的措施,以激励他们骑自行车上下班。
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引用次数: 0
Implementation of environmental management plans in the transport sector development projects: A case study of two mega projects in Bangladesh 在交通部门发展项目中实施环境管理计划:孟加拉国两个大型项目的案例研究
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-09-20 DOI: 10.1016/j.cstp.2024.101298
This study assesses the Environmental Management Plans (EMPs) of two major urban transport megaprojects in Bangladesh, MRT Line-6 and BRT Line-3, implemented in Dhaka City to alleviate traffic congestion. The EMPs were evaluated using content analysis, SWOT analysis, and key informant interviews with environmental impact assessment experts. This research identifies the challenges and strengths of these projects, including occupational health and safety management, compensation measures for resettlement, handling cash grievances, emergency response plans, and organized environmental maintenance. The EMPs demonstrate efforts to compensate for greenspace loss by creating new ground coverage along the routes and planting trees and shrubs beneath elevated tracks. Notable weaknesses were observed, including a lack of integration between project proponents and regulatory authorities, absence of monitoring and reporting of impacts, health hazards caused by dust and emissions from equipment and project activities, insufficient traffic management plans, and inadequate health and safety measures for pedestrians during the construction phase. Several measures have been proposed for monitoring the operational phases by designated authorities, such as an environmental treatment plan for wastewater, solid waste management, water supply and sanitation, noise pollution control, and other emission control measures. Unfortunately, the study revealed that the restoration of blue spaces, such as water bodies and wetlands, affected by the megaprojects, was not adequately planned. This study further suggests that transparency and public participation should be ensured during preparation and implementation of EMPs of megaprojects. It also emphasizes the need for an adequate workforce and resources in the Department of Environment (DoE) to monitor EMP implementation effectively.
本研究评估了孟加拉国两个大型城市交通项目的环境管理计划 (EMP),即在达卡市为缓解交通拥堵而实施的地铁 6 号线和快速公交 3 号线。通过内容分析、SWOT 分析以及与环境影响评估专家进行关键信息访谈,对 EMP 进行了评估。这项研究确定了这些项目的挑战和优势,包括职业健康和安全管理、重新安置补偿措施、现金投诉处理、应急计划和有组织的环境维护。环境管理计划表明,通过在沿线创造新的地面覆盖和在高架轨道下种植树木和灌木,努力补偿绿地损失。还发现了一些明显的不足之处,包括项目提议者与监管机构之间缺乏整合、缺乏对影响的监测和报告、设备和项目活动产生的粉尘和排放物对健康造成危害、交通管理计划不足以及施工阶段行人的健康和安全措施不足。指定机构已提出了几项监测运营阶段的措施,如废水环境处理计划、固体废物管理、供水和卫生设施、噪声污染控制以及其他排放控制措施。遗憾的是,研究显示,受大型项目影响的水体和湿地等蓝色空间的恢复工作没有得到充分规划。本研究进一步建议,在编制和实施超大型项目的环境管理计划时,应确保透明度和公众参与。研究还强调,环境部(DoE)需要充足的人力和资源来有效监督 EMP 的实施。
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引用次数: 0
Measuring the sustainability of electric vehicles in Cyprus using PESTEL analysis 利用 PESTEL 分析法衡量塞浦路斯电动汽车的可持续性
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-09-14 DOI: 10.1016/j.cstp.2024.101297

The high living standards and rapid urbanization have changed local infrastructure and transportation. Electric cars are introduced dynamically in the global and particularly the Cypriot market as they have lower carbon dioxide emissions during movement compared to combustion engines cars. However, a variety of obstacles to the development and acceptance of electric vehicles have emerged. To identify and overcome these obstacles, this paper applies the Political, Economic, Social, Technological, Environmental and Legal (PESTEL) framework to analyse the macro-environment of the electric vehicle industry in Cyprus. The PESTEL factors in the electric car sector were assessed according to the local and European legislation and policies, the difficulties and concerns of the public and the environmental issues in an island where the main source of electricity is the burn of fossil fuels. Finally, a seven year analysis of the fuels prices has also assisted in the identification of the drawbacks and possibilities of this emerging market.

高生活水平和快速城市化改变了当地的基础设施和交通。与内燃机汽车相比,电动汽车在行驶过程中的二氧化碳排放量较低,因此在全球尤其是塞浦路斯市场上被大力推广。然而,在发展和接受电动汽车方面出现了各种障碍。为了识别和克服这些障碍,本文采用政治、经济、社会、技术、环境和法律(PESTEL)框架来分析塞浦路斯电动汽车行业的宏观环境。根据当地和欧洲的立法和政策、公众的困难和担忧以及以燃烧化石燃料为主要电力来源的岛屿的环境问题,对电动汽车行业的 PESTEL 因素进行了评估。最后,对七年燃料价格的分析也有助于确定这一新兴市场的缺点和可能性。
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引用次数: 0
An agent-based simulation modeling framework for Mobility-as-a-Service (MaaS) 基于代理的移动即服务(MaaS)模拟建模框架
IF 2.4 Q3 TRANSPORTATION Pub Date : 2024-09-13 DOI: 10.1016/j.cstp.2024.101294
This study develops an agent-based intelligent Mobility-as-a-Service (MaaS) simulation model consisting of three types of agents (i.e., MaaS fleet unit, travelers, and central intelligent mobility assignment module) to assess mobility service assignment processes balancing conflicting entities (e.g., demand and supply) within the MaaS ecosystem. The study follows a two-level optimization method (i.e., lower, and upper levels). It employs artificial intelligence and multicriteria decision making to solve two-dimensional mobility assignment problems (demand vs. supply). The novelty of this assignment process is that it implements an intelligence module accounting for the past system performance to make a future assignment decision in favor of both sides of the operation. This study processes 24-hour trip requests extracted from Nova Scotia Travel Activity (NovaTRAC) survey data in real-time. Two scenarios (1-D and 2-D assignments) are compared using the cost criteria, such as total waiting time, empty time, and idle time. The 1-D scenario refers to mobility assignment that emphasizes the demand side only, and the 2-D scenario formulates mobility assignment by balancing the demand and supply sides of the MaaS ecosystem. Experimental results indicate that a MaaS fleet of 350 units is the most balanced fleet in both scenarios. However, the 2-D optimization method reduces the overall supply cost by 25%. Moreover, 2-D operation demonstrates a higher fleet utilization over a considerable period, whereas the 1-D design guarantees a higher fleet utilization only during the peak period. Results of this study provide us with a benchmark for assessing more complex MaaS operation scenarios which will further aid in advancing the operational MaaS ecosystem. Our findings can help policymakers implement cost-effective MaaS solutions supporting sustainable urban mobility and SDG 13: Climate Action.
本研究开发了一种基于代理的智能移动即服务(MaaS)仿真模型,该模型由三类代理(即 MaaS 车队、旅行者和中央智能移动分配模块)组成,用于评估移动服务分配过程,以平衡 MaaS 生态系统中相互冲突的实体(如需求和供给)。本研究采用两级优化方法(即下级和上级)。它采用人工智能和多标准决策来解决二维移动分配问题(需求与供给)。该分配流程的新颖之处在于,它实施了一个智能模块,考虑到过去的系统性能,做出有利于运营双方的未来分配决策。本研究实时处理从新斯科舍省出行活动(NovaTRAC)调查数据中提取的 24 小时出行请求。使用总等待时间、空车时间和空闲时间等成本标准对两种方案(1-D 和 2-D 分配)进行了比较。1-D 方案指的是只强调需求方的移动分配,而 2-D 方案则通过平衡 MaaS 生态系统的需求方和供应方来制定移动分配。实验结果表明,由 350 个单位组成的 MaaS 车队是两种方案中最平衡的车队。然而,二维优化方法将总体供应成本降低了 25%。此外,2-D 运行在相当长的时间内都能提高车队的利用率,而 1-D 设计只能保证在高峰期提高车队的利用率。这项研究的结果为我们提供了评估更复杂的 MaaS 运营场景的基准,这将进一步帮助推进可运营的 MaaS 生态系统。我们的研究结果可以帮助决策者实施具有成本效益的 MaaS 解决方案,支持可持续城市交通和可持续发展目标 13:气候行动。
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引用次数: 0
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