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Characterising the flexibility of electric vehicle charging strategies: a systematic review and assessment 表征电动汽车充电策略的灵活性:一个系统的审查和评估
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2217519
Julia B. Gutiérrez-Lopez , Dominik Möst

The increasing uptake of electric vehicles (EVs) has raised concerns about the impact a large fleet could have on electricity markets and distribution grids alike. Charging strategies have emerged as a means to provide flexibility, especially to electricity distribution grids, by controlling the EV charging process. This paper presents a typification of charging strategies and introduces a conceptual framework for appraising their flexibility in distribution grids. This is underpinned by data collected through an aggregative systematic literature review. The framework is derived from an exploratory qualitative content analysis of the sampled data and encompasses four flexibility dimensions: time, duration, quantity, and location of charging. Structural elements of a charging strategy are also explored, complementing the framework. Finally, the paper also presents a quantitative data analysis assessing the level of flexibility provided by each charging strategy. Results show that flexibility dimensions are not equally exploited, direct control strategies do not strictly outperform other control alternatives and innovative charging structures are yet to thrive for flexibility supply to increase. These findings contribute to better-informed, evidence-based policy interventions.

电动汽车的日益普及引发了人们对大型车队可能对电力市场和配电网产生影响的担忧。充电策略已经成为一种通过控制电动汽车充电过程来提供灵活性的手段,尤其是对配电网。本文介绍了充电策略的典型化,并介绍了评估其在配电网中灵活性的概念框架。这是由通过综合系统文献综述收集的数据支持的。该框架源于对采样数据的探索性定性内容分析,包括四个灵活性维度:充电时间、持续时间、数量和地点。还探讨了收费战略的结构要素,以补充该框架。最后,本文还进行了定量数据分析,评估了每种充电策略所提供的灵活性水平。结果表明,灵活性维度没有得到同等利用,直接控制策略并没有严格优于其他控制替代方案,创新的充电结构尚未蓬勃发展,以增加灵活性供应。这些发现有助于更好地进行知情、循证的政策干预。
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引用次数: 0
A survey of the opportunities and challenges of supervised machine learning in maritime risk analysis 监督式机器学习在海事风险分析中的机遇与挑战
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2022.2036864
Andrew Rawson , Mario Brito

Identifying and assessing the likelihood and consequences of maritime accidents has been a key focus of research within the maritime industry. However, conventional methods utilised for maritime risk assessment have been dominated by a few methodologies each of which have recognised weaknesses. Given the growing attention that supervised machine learning and big data applications for safety assessments have been receiving in other disciplines, a comprehensive review of the academic literature on this topic in the maritime domain has been conducted. The review encapsulates the prediction of accident occurrence, accident severity, ship detentions and ship collision risk. In particular, the purpose, methods, datasets and features of such studies are compared to better understand how such an approach can be applied in practice and its relative merits. Several key challenges within these themes are also identified, such as the availability and representativeness of the datasets and methodological challenges associated with transparency, model development and results evaluation. Whilst focused within the maritime domain, many of these findings are equally relevant to other transportation topics. This work, therefore, highlights both novel applications for applying these techniques to maritime safety and key challenges that warrant further research in order to strengthen this methodological approach.

识别和评估海上事故的可能性和后果一直是海事行业研究的一个重点。然而,用于海上风险评估的传统方法一直被少数几种方法所主导,每种方法都有公认的弱点。鉴于监督机器学习和大数据应用于安全评估在其他学科中受到越来越多的关注,我们对海事领域这一主题的学术文献进行了全面的回顾。该综述概述了事故发生、事故严重程度、船舶滞留和船舶碰撞风险的预测。特别是对这些研究的目的、方法、数据集和特征进行比较,以便更好地了解这种方法如何在实践中应用及其相对优点。还确定了这些主题中的几个关键挑战,例如数据集的可用性和代表性,以及与透明度、模型开发和结果评估相关的方法挑战。虽然主要集中在海事领域,但这些发现中的许多与其他运输主题同样相关。因此,这项工作强调了将这些技术应用于海上安全的新应用,以及需要进一步研究以加强这种方法方法的关键挑战。
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引用次数: 21
To share or not to share, by whom is the question. Acceptability and acceptance of shared transport services by vulnerable groups 分享还是不分享,这是谁的问题。弱势群体对共享交通服务的接受程度
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2185314
Leen De Paepe , Veronique Van Acker , Frank Witlox

It is believed that shared transport services (STSs) can reduce transport poverty and social exclusion. This paper proposes a definition of “social acceptability” and “social acceptance” and examines whether vulnerable groups accept STSs. The notions “acceptability” and “acceptance” were distinguished and four necessary conditions, especially for vulnerable groups, or the 4As were identified: “availability”, “accessibility”, “affordability”, and “attractability”. In the context of STSs, “social acceptability” is defined as the degree to which an individual intends to use a STS before experiencing it in everyday travel based on the expected availability, accessibility, affordability, and attractability of the service, while “social acceptance” also incorporates the use of a STS after experiencing it in everyday travel based on a minimum level of perceived availability, accessibility, affordability, and attractability. This paper further reviews the scientific literature in transport research regarding the “acceptability” or “acceptance” of STSs by vulnerable groups. While several studies include socio-economic and demographic variables (e.g. age, gender) to explain the “acceptability” of STSs, only a few studies specifically focus on vulnerable groups. More research on the “social acceptance” of STSs, especially shared scooters, ride-sharing, and apps and Mobility as a Service (MaaS), by vulnerable groups is needed.

摘要人们认为,共享交通服务可以减少交通贫困和社会排斥。本文提出了“社会可接受性”和“社会接受性”的定义,并考察了弱势群体是否接受STSs。区分了“可接受性”和“接受性”的概念,并确定了四个必要条件,特别是对弱势群体或4A而言:“可用性”、“可获得性”、《可负担性》和“可吸引性”。在STS的背景下,“社会可接受性”被定义为个人在日常旅行中体验STS之前,基于服务的预期可用性、可及性、可负担性和吸引力,打算使用STS的程度,而“社会接受”也包括在日常旅行中体验STS后,基于感知的可用性、可及性、可负担性和吸引力的最低水平使用STS。本文进一步回顾了运输研究中关于弱势群体对STSs的“可接受性”或“接受性”的科学文献。虽然一些研究包括社会经济和人口统计学变量(如年龄、性别)来解释STSs的“可接受性”,但只有少数研究专门关注弱势群体。需要对弱势群体对STS的“社会接受度”进行更多研究,尤其是共享滑板车、拼车、应用程序和移动即服务(MaaS)。
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引用次数: 1
Electric vehicle forecasts: a review of models and methods including diffusion and substitution effects 电动汽车预测:包括扩散和替代效应在内的模型和方法综述
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2195687
Cristian Domarchi , Elisabetta Cherchi

Governments worldwide are investing in innovative transport technologies to foster their development and widespread adoptions. Since accurate predictions are essential for evaluating public policies, great efforts have been devoted to forecast the potential demand and adoption times of these innovations. However, this proves to be challenging, and it often fails to deliver accurate predictions. Learning a lesson to guide future work is critical but difficult because forecast figures depend on modelling methods and assumptions, and exhibit a great variability in methodologies, data and contexts. This paper provides a critical review of the models and methods employed in the literature to forecast the demand for electric vehicles (EVs), with a focus on the methods for incorporating choice behaviour into diffusion modelling. The review complements and extends previous works in three ways: (1) it focuses specifically on the ways in which fuel type choice has been incorporated into diffusion models or vice-versa; (2) it includes a discussion on forecast accuracy, contrasting the predictions with the actual figures available and estimating an average root mean square error and (3) it compares models and methods in terms of their strengths and limitations, and their implications in forecasting accuracy. In doing that, it also contributes discussing the literature published between 2019 and 2021. The analysis shows that EV demand estimation requires solving the non-trivial issue of jointly modelling the factors that induce diffusion in a social network and the instrumental and psychological elements that might favour household adoption considering the available alternatives. Mixed models that integrate disaggregate micro-simulation tools to capture social interaction and discrete choice models for individual behaviour appear as an interesting approach, but like almost all methods analysed failed to deliver satisfactory results or accurate predictions even when using sophisticated modelling techniques. Further improvement in various components is still needed, in particular in the input data, which regardless of the method used, is key to the accuracy of any forecasting exercise.

摘要:世界各国政府都在投资创新交通技术,以促进其发展和广泛采用。由于准确的预测对于评估公共政策至关重要,因此我们致力于预测这些创新的潜在需求和采用时间。然而,这被证明是具有挑战性的,而且它往往无法提供准确的预测。吸取教训指导未来的工作至关重要,但很难,因为预测数字取决于建模方法和假设,并且在方法、数据和背景方面表现出很大的可变性。本文对文献中用于预测电动汽车需求的模型和方法进行了批判性回顾,重点是将选择行为纳入扩散模型的方法。该综述在三个方面补充和扩展了以前的工作:(1)它特别关注将燃料类型选择纳入扩散模型的方式,反之亦然;(2) 它包括对预测准确性的讨论,将预测与实际数据进行对比,并估计平均均方根误差。(3)比较了模型和方法的优势和局限性,以及它们在预测准确性方面的意义。在这样做的过程中,它也有助于讨论2019年至2021年间发表的文献。分析表明,电动汽车需求估计需要解决一个不平凡的问题,即联合建模导致社会网络中扩散的因素,以及考虑到可用的替代方案,可能有利于家庭采用的工具和心理因素。将分解微观模拟工具集成在一起以捕捉社会互动的混合模型和个人行为的离散选择模型似乎是一种有趣的方法,但与几乎所有分析的方法一样,即使使用复杂的建模技术,也无法提供令人满意的结果或准确的预测。仍然需要进一步改进各种组成部分,特别是输入数据,无论使用何种方法,输入数据都是任何预测工作准确性的关键。
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引用次数: 0
Utilising physiological data for augmenting travel choice models: methodological frameworks and directions of future research 利用生理数据增强旅行选择模型:方法框架和未来研究方向
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2175274
Thomas O. Hancock , Charisma F. Choudhury

Recent technological and methodological advances have led to the possibility of a wider range of data being incorporated into travel choice models. In particular, physiological data such as eye-tracking information, skin conductance, heart rate recordings and electroencephalogram (EEG) have emerged as promising sources of information that could be used to gain insights into the decision-making process as well as the decision-maker's state of mind. However, research on methodologies to utilise these data sources and to integrate them with mobility data for advancing state-of-the-art travel behaviour models is still very limited. In this paper, we discuss the key benefits of using these emerging sources of physiological data, review applications of different types of physiological data and highlight their strengths and weaknesses. Particular attention is paid to two different generic frameworks for integrating these types of data into econometric choice models of travel behaviour. The first framework involves using physiological sensor data as indicators of latent variables while in the second framework, they are used as exogenous variables. We identify the research gaps and outline the directions for future methodological and applied research required to better utilise the physiological data for travel choice models.

最近技术和方法的进步使得更广泛的数据被纳入旅行选择模型成为可能。特别是,眼动追踪信息、皮肤电导、心率记录和脑电图(EEG)等生理数据已成为有希望的信息来源,可用于深入了解决策过程以及决策者的心理状态。然而,利用这些数据源并将其与移动数据整合以推进最先进的旅行行为模型的方法研究仍然非常有限。在本文中,我们讨论了使用这些新兴的生理数据来源的主要好处,回顾了不同类型的生理数据的应用,并强调了它们的优缺点。特别注意将这些类型的数据纳入旅行行为的计量经济学选择模型的两种不同的一般框架。第一个框架涉及使用生理传感器数据作为潜在变量的指标,而在第二个框架中,它们被用作外生变量。我们确定了研究差距,并概述了未来方法和应用研究的方向,以便更好地利用生理数据进行旅行选择模型。
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引用次数: 2
Long-term effects of autonomous vehicles on the built environment: a systematic scoping review towards conceptual frameworks 自动驾驶汽车对建筑环境的长期影响:对概念框架的系统范围审查
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2189325
Allan Ribeiro Pimenta , Md. Kamruzzaman , Graham Currie

The advent of autonomous vehicles (AV) is expected to significantly impact the built environment in the long-term. However, the mechanism through which these effects would occur is not known. This study aims to develop conceptual frameworks in the form of causal loop diagrams to enhance understanding through a systematic scoping review of the literature. The review process followed the PRISMA framework and 82 eligible studies were sourced from the Scopus and Web of Science databases. Data were extracted for six attributes of the built environment (parking, density, land use diversity, destination accessibility, urban sprawl and street design). Both qualitative/speculative and quantitative findings are presented stratified by AV types (i.e. shared-autonomous vehicle and private autonomous vehicles), and geographical contexts (i.e. citywide, suburbs and central business district). The findings show that the long-term effects of AVs on the built environment would not be uniformly distributed across the city and vary by AV types. Built environment effects would occur through changes in accessibility, the redistributive demand for parking spaces and other mechanisms. The study provides a knowledge repository and identifies gaps in knowledge for researchers and practitioners interested in the long-term effects of AVs on the built environment.

自动驾驶汽车(AV)的出现预计将在长期内对建筑环境产生重大影响。然而,这些效应发生的机制尚不清楚。本研究旨在发展因果循环图形式的概念框架,通过对文献的系统范围审查来增强理解。评审过程遵循PRISMA框架,82项符合条件的研究来自Scopus和Web of Science数据库。数据提取了建筑环境的六个属性(停车、密度、土地利用多样性、目的地可达性、城市蔓延和街道设计)。定性/推测性和定量研究结果均按自动驾驶汽车类型(即共享自动驾驶汽车和私人自动驾驶汽车)和地理环境(即全市、郊区和中央商务区)分层呈现。研究结果表明,自动驾驶汽车对建筑环境的长期影响不会均匀分布在整个城市,并因自动驾驶汽车类型而异。建筑环境效应会通过可达性的改变、停车位需求的再分配和其他机制发生。该研究为对自动驾驶汽车对建筑环境的长期影响感兴趣的研究人员和实践者提供了一个知识库,并确定了知识空白。
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引用次数: 0
Wait time, travel time and waiting during travel: existing research and future directions 等待时间、旅行时间和旅行中的等待:现有研究和未来方向
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2220206
Jonas De Vos , Alireza Ermagun , F. Atiyya Shaw
Wait time, travel time, and waiting during travel are closely related time uses that often overlap in how they are perceived, viewed, and/or valued. Studying these time uses is critical within a transport context because they can define or influence the experience of the overall trip. In this editorial, we synthesise major themes, and identify avenues for future research, a key one being the bi-directional relationship between travel and the duration and experience of the activity at the destination.
等待时间、旅行时间和旅行中的等待是密切相关的时间使用,它们在感知、看待和/或价值方面往往重叠。研究这些时间使用在交通环境中至关重要,因为它们可以定义或影响整个行程的体验。在这篇社论中,我们综合了主要主题,并确定了未来研究的途径,其中一个关键是旅行与目的地活动的持续时间和体验之间的双向关系。
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引用次数: 1
What travel modes do shared e-scooters displace? A review of recent research findings 共享电动踏板车取代了哪些出行方式?近期研究成果综述
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2021.2015639
Kailai Wang , Xiaodong Qian , Dillon Taylor Fitch , Yongsung Lee , Jai Malik , Giovanni Circella

The impacts of shared e-scooters on modal shifts have received increased attention in recent years. This study provides a review of the literature for modal shifts in the US and other countries. The profile of shared e-scooter users is rather similar to that of station-based and free-floating bikeshare programs. The empirical data reveal that people use shared e-scooters in place of cars at substantial rates, especially in many US cities, which suggests that in many locations shared e-scooters may be a good strategy for reducing car dependence. The use of shared e-scooters as a complement to public transit varies highly by city, highlighting how technology, regulations, and incentives may be needed in some cities to ensure modal integration and harvest the potential societal benefits from the introduction of shared e-scooters.

摘要近年来,共享电动踏板车对模式转变的影响越来越受到关注。本研究对美国和其他国家的模态转换文献进行了综述。共享电动自行车用户的个人资料与基于站点和免费浮动的自行车共享项目非常相似。实证数据显示,人们使用共享电动踏板车代替汽车的比例很高,尤其是在美国的许多城市,这表明在许多地方,共享电动踏车可能是减少汽车依赖的好策略。共享电动踏板车作为公共交通的补充,其使用因城市而异,这突出表明一些城市可能需要技术、法规和激励措施,以确保模式整合,并从共享电动踏车的引入中获得潜在的社会效益。
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引用次数: 38
A meta-evaluation of climate policy evaluations: findings from the freight transport sector 气候政策评价的元评价:货运部门的调查结果
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2175275
Lina Trosvik , Johanna Takman , Lisa Björk , Jenny Norrman , Yvonne Andersson-Sköld

Knowledge about how implemented policy instruments have performed is important for designing effective and efficient policy instruments that contribute to reductions of greenhouse gas emissions. This paper carries out a meta-evaluation of ex-post evaluations of climate policy instruments in the freight transport sector. By analysing the outcomes and quality of evaluations, the aim is to identify whether estimated effects of policy instruments can be compared between evaluations and if the results are appropriate to use for evidence-based decision making. To analyse these aspects, commonly applied evaluation criteria are assessed and classified according to an assessment scale. We confirm that few ex-post evaluations are carried out and that there is a gap between evaluation theory and how ex-post policy evaluations are performed in practice, where evaluation criteria recommended in policy evaluation guidelines are found to often be neglected in evaluations. The result is a lack of systematic climate policy evaluation which hinders reliable conclusions about the effect of policy instruments. There is a need for more systematic monitoring and evaluation of implemented policy instruments and we suggest that evidence-based decision making can be improved by adjusting current policy evaluation guidelines and by introducing an evaluation obligation.

摘要了解已执行的政策工具的执行情况,对于设计有助于减少温室气体排放的有效政策工具非常重要。本文对货运部门气候政策工具的事后评估进行了元评估。通过分析评价的结果和质量,目的是确定政策工具的估计效果是否可以在评价之间进行比较,以及结果是否适合用于循证决策。为了分析这些方面,根据评估量表对常用的评估标准进行评估和分类。我们证实,很少进行事后评估,评估理论与事后政策评估在实践中的执行方式之间存在差距,政策评估指南中建议的评估标准在评估中往往被忽视。其结果是缺乏系统的气候政策评估,阻碍了关于政策工具效果的可靠结论。需要对已执行的政策文书进行更系统的监测和评估,我们建议,可以通过调整现行政策评估准则和引入评估义务来改进循证决策。
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引用次数: 0
Shared e-scooter micromobility: review of use patterns, perceptions and environmental impacts 共享电动踏板车微型车:使用模式、认知和环境影响综述
IF 9.8 1区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2171500
Hugo Badia , Erik Jenelius

Recently, a new shared micromobility service has become popular in cities. The service is supplied by a new vehicle, the e-scooter, which is equipped with a dockless security system and electric power assistance. The relatively unregulated proliferation of these systems driven by the private sector has resulted in numerous research questions about their repercussions. This paper reviews scientific publications as well as evaluation reports and other technical documents from around the world to provide insights about these issues. In particular, we focus on mobility, consumer perception and environment. Based on this review, we observe several knowledge needs in different directions: deeper comprehension of use patterns, their function in the whole transport system, and appropriate policies, designs and operations for competitive and sustainable shared e-scooter services.

摘要最近,一种新的共享微移动服务在城市中流行起来。该服务由一款新车电动踏板车提供,该车配备了无码头安全系统和电力辅助系统。这些系统在私营部门的推动下相对不受监管地扩散,导致了许多关于其影响的研究问题。本文回顾了世界各地的科学出版物、评估报告和其他技术文件,以提供有关这些问题的见解。我们特别关注流动性、消费者感知和环境。基于这篇综述,我们观察到了不同方向的几种知识需求:对使用模式及其在整个交通系统中的功能的更深入理解,以及竞争性和可持续共享电动踏板车服务的适当政策、设计和运营。
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引用次数: 6
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Transport Reviews
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