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URBAN MOBILITY AND QUALITATIVE RESEARCH IN HISTORIC PLACES 历史地点的城市流动性和定性研究
Pub Date : 2018-09-19 DOI: 10.2495/ut180251
A. Collazo
ABSTRACT Mobility is a critical factor of urban development and the cause of frequent changes in city infrastructure and in public spaces. The study of mobility in historic places and landmarks in the city of Aguascalientes, using qualitative research methods, helped to understand the incremental loss of heritage architecture in the last decades. There are several reasons to visit a historic site and tourism levels have increased lately in Mexico. Besides the importance of tourism, there are people who go to work there, some others attend schools, and a few of them live in the historic centre. The analysis of parking lots inventory wasn’t enough to understand mobility in historic places. It was through the design and implementation of a survey, using a qualitative statistical method, that research determined the origin of visitors, visiting times, level of education, transportation means and the way people use historic places. Furthermore, such research method determined the relationship of these factors by a multiple correspondence analysis. This analysis helped in reconstructing relevant information about such visitors. The qualitative was obtained from a printed questionnaire in person. The data clarified patterns of relationships and correspondence among variables. So the perception of the visitors showed the effects of the mobility in historic places. Tourism and mobility should foster preservation ethics nowadays. Additionally, it’s possible to promote the use of less polluting transportation in historic places. It’s achievable to design and install a light rail transit system (LRT) into the historic centre. For example, a good design could include an optimum track alignment for a LRT corridor on Madero Av. in the city of Aguascalientes, from the principal square to the main railroad station. This also could improve a sustainable development in the near future.
流动性是城市发展的关键因素,也是城市基础设施和公共空间频繁变化的原因。对阿瓜斯卡连特斯市历史名胜和地标的流动性研究,使用定性研究方法,有助于了解过去几十年来遗产建筑的逐渐流失。参观历史遗迹有几个原因,最近墨西哥的旅游水平有所提高。除了旅游业的重要性外,还有人在那里工作,有些人在那里上学,还有一些人住在历史中心。对停车场库存的分析不足以理解历史地点的流动性。正是通过设计和实施一项调查,使用定性统计方法,研究确定了游客的来源、参观时间、教育水平、交通工具和人们使用历史遗迹的方式。此外,该研究方法通过多重对应分析确定了这些因素之间的关系。这一分析有助于重建这类访客的相关信息。定性是通过亲自打印的调查问卷获得的。这些数据阐明了变量之间的关系和对应关系。因此,游客的感知显示了历史场所流动性的影响。如今,旅游和交通应该培养保护伦理。此外,在历史名胜推广使用污染较少的交通工具也是可能的。在历史中心设计和安装轻轨交通系统(LRT)是可以实现的。例如,一个好的设计可能包括阿瓜斯卡连特斯市马德罗大道上的轻轨走廊的最佳轨道路线,从主要广场到主要火车站。这也可以在不久的将来改善可持续发展。
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引用次数: 4
INTERNATIONAL COMPARISONS OF SOCIAL OVERHEAD CAPITAL STOCK: FOCUSED ON THE TRANSPORTATION SECTOR 社会间接资本存量的国际比较:以运输部门为重点
Pub Date : 2018-09-19 DOI: 10.2495/ut180271
Donghyung Yook
It has been an issue for the South Korean government to understand the sufficiency of its transportation infrastructure supply. One of the widely accepted ways to identify the proper amount of transportation infrastructure supply of a country is to compare the country’s total amount to that of other countries, using indices such as total road length per capita or total road length per registered number of cars. The purpose of this study is to identify the problems of international comparisons based on these indices and to provide ideas that can help identify the reasonable amount of transportation infrastructure supply for a country. The study found that international comparisons through indices may result in very different outcomes depending on the indices applied. When total road length per square meter is used, South Korea is ranked below the average among the OECD member countries. However, the rank goes up to 3rd or higher when the comparison is conducted with total road length per capita. This study proposes an index for identifying a country’s transportation infrastructure supply in the transportation sector with a “volume-to-capacity ratio”. With the availability of international data for measuring volume-to-capacity ratio, the index would work as an appropriate measure since it considers both demand and supply of transportation capacity, particularly travel demand’s behaviours responding to the limited capacity of the networks. The study concludes with ideas to enhance the indices, for example, reflecting the recent paradigm shift of the transportation policy that considers user satisfaction of the provided transportation services.
对韩国政府来说,了解交通基础设施供应是否充足一直是一个问题。一个被广泛接受的确定一个国家交通基础设施供应量的方法是将该国的总量与其他国家的总量进行比较,使用诸如人均道路总长度或每登记汽车数量的道路总长度等指标。本研究的目的是确定基于这些指数的国际比较的问题,并提供有助于确定一个国家运输基础设施供应的合理数量的想法。研究发现,通过指数进行的国际比较可能会产生非常不同的结果,这取决于所采用的指数。以每平方米道路总长为标准,韩国在经济合作与发展组织(OECD)成员国中处于平均水平以下。然而,当与人均道路总长度进行比较时,排名上升到第三位或更高。本研究提出了一个指数,用于确定一个国家在运输部门的运输基础设施供应与“容量比”。由于有了衡量运量与运力比率的国际数据,该指数可以作为一种适当的衡量标准,因为它考虑了运输能力的需求和供应,特别是旅行需求对网络有限运力的反应。该研究最后提出了提高指数的想法,例如,反映最近运输政策的范式转变,考虑用户对所提供的运输服务的满意度。
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引用次数: 0
RAILWAY FINANCING VIA URBAN DEVELOPMENT 通过城市发展进行铁路融资
Pub Date : 2018-09-19 DOI: 10.2495/UT180201
E. Cengiz, H. Çelik
Railway projects are extremely expensive and long-lasting investments. Most countries are facing difficulties funding these projects from their national budget. Such projects clearly have an impact on land use and land value. Literature shows that property and land values increase after a transport investment is made in a particular corridor. Rail system projects have the highest impact on property values, because they increase accessibility to urban areas. Rail system projects are becoming very popular in Turkey, especially in Istanbul, one of the most important and most populated cities in Turkey. Existing road, sea and rail transport systems are not sufficient to meet the demand for mobility in the city. Since urban public transport systems rarely make a profit, they do not attract private investors. Furthermore, it is not possible to pay for all rail system investments from public funds. This paper aims to develop a new model for the financing of rail systems in Turkey. The main aim is to calculate with a Hedonic Pricing model the impact of the proximity of a property to a station of a rail system on the value of that property, and then to reflect this impact on a proposed rail system project in Istanbul. In the Hedonic Pricing model, properties are characterized by their composite attributes, thus the value of a property can be calculated by adding up the estimated value of all its separate attributes. This model makes it possible to calculate the impact of each and every attribute of a property on its value. In this study the distance to a metro station is the primary attribute with other structural features also affecting property value. The model is run with 11 attributes. As a result of this model a coefficient can be calculated that relates to the impact of distance to a station on the value of the property. As a further research, recommendations will be developed to use this calculated value in the financing of railway project.
铁路项目是极其昂贵和持久的投资。大多数国家在从国家预算中为这些项目提供资金方面面临困难。这些项目显然会对土地利用和土地价值产生影响。文献表明,在特定走廊进行交通投资后,财产和土地价值会增加。铁路系统项目对房地产价值的影响最大,因为它们增加了通往城市地区的可达性。铁路系统项目在土耳其变得非常受欢迎,特别是在伊斯坦布尔,土耳其最重要和人口最多的城市之一。现有的公路、海运和铁路运输系统不足以满足城市交通的需求。由于城市公共交通系统很少盈利,因此无法吸引私人投资者。此外,用公共资金支付所有铁路系统投资是不可能的。本文旨在开发土耳其铁路系统融资的新模式。主要目的是用Hedonic Pricing模型来计算物业靠近铁路系统车站对该物业价值的影响,然后将这种影响反映在伊斯坦布尔拟议的铁路系统项目中。在Hedonic Pricing模型中,属性由其复合属性来表征,因此可以通过将其所有单独属性的估计值相加来计算属性的价值。这个模型使得计算一个属性的每个属性对其值的影响成为可能。在本研究中,到地铁站的距离是主要属性,其他结构特征也会影响房产价值。该模型运行时有11个属性。该模型的结果是,可以计算出一个系数,该系数与到车站的距离对物业价值的影响有关。作为进一步的研究,将提出建议,在铁路项目融资中使用这一计算值。
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引用次数: 0
ENERGY EFFICIENCY IN GASOLINE DIRECT INJECTION ENGINES 汽油直喷发动机的能源效率
Pub Date : 2018-09-19 DOI: 10.2495/UT180081
G. Marseglia, C. Medaglia
The growing awareness about the environmental impact of human activities and their influence on the increased concentrations of greenhouse gases (GHGs) has recently affected research efforts in the transportation field. Knocking in gasoline direct ignition (GDI) engine, is a kind of abnormal combustion that can restrict engine energy efficiency. It can also lead to permanent engine damage, under specific operating conditions. This paper focuses on the state of the art of engine knock research, considering the causes, influencing aspects, effects and methodology to predict and to reduce the probability of occurrence of this phenomenon. We present some examples of experimental procedures that were followed to analyze this event, through visualization images that can be supported by numerical activity, consisting of fluid dynamic simulation of the combustion process. Different systems to measure engine knock intensity and some mathematical models to predict abnormal combustion, in order to improve engine performance, are analyzed. Finally, in this work we try to give new perspectives for future research, through the use of different techniques to achieve knocking reduction.
人们越来越认识到人类活动对环境的影响及其对温室气体浓度增加的影响,最近影响了交通领域的研究工作。在汽油直燃发动机中,爆震是一种限制发动机能效的异常燃烧现象。在特定的操作条件下,它也可能导致永久性的发动机损坏。本文着重介绍了发动机爆震的研究现状,从爆震的原因、影响因素、影响因素和方法等方面对爆震进行了预测和降低爆震发生概率的研究。我们提供了一些实验程序的例子,通过可视化图像来分析这一事件,这些图像可以由数值活动支持,包括燃烧过程的流体动力学模拟。分析了不同的爆震强度测量系统和预测异常燃烧的数学模型,以提高发动机的性能。最后,在这项工作中,我们试图通过使用不同的技术来实现敲击减少,为未来的研究提供新的视角。
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引用次数: 6
MODELLING RATE OF TRAFFIC-INDUCED BUILDING VIBRATIONS IN SANGO-OTA, NIGERIA: AN ASSUMPTION BASED ANALYSIS 尼日利亚桑戈奥塔交通引起的建筑物振动的建模率:基于假设的分析
Pub Date : 2018-09-19 DOI: 10.2495/ut180281
O. Ajayi, M. Agarana, M. Agarana, I. Akinwumi, I. Okokpujie, E. Salawu, A. Abioye, S. Afolalu, R. Leramo
This work investigates the phenomenon of transport induced building vibrations in the study area with a view to creating suitable model which can be used at any time to predict the extent of building oscillations created by vehicular movements on adjacent roads, based on ‘the volume of heavy vehicle traffic hypothesis. Series of interviews were conducted and a randomized manual volumetric heavyvehicle traffic counts were carried out at one of the sites used for the study. Results showed that 100% of the respondents agreed to the stated effects of vehicle transportation, which include noise, vibrations, accidents and carbon monoxide emissions while 86.7% agree that traffic-induced building vibrations are caused by heavy vehicular movements within the study areas. The outcome of the volumetric count was employed with suitable assumption that is based on the volume of heavy vehicle traffic hypothesis to develop a model for predicting rate of traffic-induced building vibrations. This model can also be used to predict extent of damage when the damage parameters resulting from such individual vibrations are known. This study is used to show a pathway to predicting extent of annoyance which can result from vehicular movements in an area.
这项工作调查了研究区域内交通引起的建筑振动现象,目的是建立合适的模型,该模型可以在任何时候用于预测由相邻道路上的车辆运动造成的建筑振动的程度,基于重型车辆交通的体积假设。进行了一系列访谈,并在研究使用的一个地点进行了随机手动体积重型车辆交通计数。结果显示,100%的受访者同意车辆运输的影响,包括噪音、振动、事故和一氧化碳排放,而86.7%的受访者同意交通引起的建筑物振动是由研究区域内的重型车辆运动引起的。将体积计数的结果与基于重型车辆交通体积假设的适当假设相结合,建立了交通诱发建筑物振动率的预测模型。当单个振动所产生的损伤参数已知时,该模型也可用于预测损伤程度。这项研究是用来显示一个路径,以预测的程度烦恼,可能导致车辆在一个地区的运动。
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引用次数: 3
IMPROVING PERCEIVED SAFETY IN PUBLIC TRANSPORTATION THROUGH DESIGN 通过设计提高公共交通的安全性
Pub Date : 2018-09-19 DOI: 10.2495/UT180191
D. Deniz
Planning and design decisions are crucial for creating safer and sustainable public transportation alternatives. People who live in cities isolate themselves from facilities of the city because of safety and security issues, which reduce their quality of life. Security issues also create a barrier to a participation in the public life and reduce the liveability of the city. This paper uses specific data derived from the responses to a public transportation survey on the subway in addition to the systematic observations. The study includes 351 respondents and analyses their transportation-related habits and feelings of insecurity through the whole journey in Izmir subway. In this respect, this particular study concludes by creating a spatial model, which includes environment/product/management issues for investigating the importance of safety through public transportation and also for developing sustainable solutions.
规划和设计决策对于创造更安全和可持续的公共交通选择至关重要。生活在城市里的人们因为安全问题而远离城市的设施,这降低了他们的生活质量。安全问题也为参与公共生活制造了障碍,降低了城市的宜居性。本文使用的具体数据来源于对地铁公共交通调查的回应,以及系统的观察。这项研究包括351名受访者,并分析了他们在伊兹密尔地铁全程中的交通相关习惯和不安全感。在这方面,这项特别的研究通过创建一个空间模型来结束,其中包括环境/产品/管理问题,以调查公共交通安全的重要性,并制定可持续的解决方案。
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引用次数: 1
EXPLORING PATHWAYS TO NEGATE SAFETY CONCERNS AND IMPROVE PUBLIC ACCEPTANCE OF ALTERNATIVE FUELLED ELECTRIC VEHICLES 探索消除安全问题的途径,提高公众对替代燃料电动汽车的接受程度
Pub Date : 2018-09-19 DOI: 10.2495/UT180101
Hanlin Li, R. Welsh, A. Morris
Restricted emission regulations force the transportation sector to seek a better vehicle fuel solution, and the uptake of Electric Vehicle is to be encouraged because it has no exhaust emission. Previous literature had shown that range freedom and cost were the main barriers and safety aspects were oftenconsidered as technological issues. Recent research indicates that early adopters of innovative EVs do have concerns about safety issues although it was not on top of the list. However, research into the public perception of alternative fuelled EVs in terms of safety has been limited to date. In this paper, aquantitative study is undertaken to investigate the public safety concern of three types of vehicle powertrain: the internal combustion engine, the hybrid electric and the solely electric vehicle. The survey consisted of two identical sets of questionnaires (one was in English, and another in Chinese) tocollect data from people with different cultural background. It was expected that this would provide a reasonable number of responses to reflect the public. This study indicates that the main safety concerns are associated with the level of vehicle knowledge and the power supply components despite the powertrain type. The high awareness of mechanical failure is only evident in the conventional fuelpowertrain and gradually reduced when moving towards solely electric powertrain to compensate for the rise of electrical failure awareness. It also indicates that the awareness of the specifics of hydrogenfuel cell vehicles is not widespread amongst the public as almost all the participants considered that the electric vehicle is powered by batteries only. As a result, this paper suggests that there is a need to educate the drivers with the desired knowledge while simply driving the vehicle could potentially be an effective way to improve public acceptance of any alternative fuel vehicle
限制排放法规迫使运输部门寻求更好的汽车燃料解决方案,电动汽车的采用是受到鼓励的,因为它没有废气排放。以前的文献表明,范围自由和费用是主要的障碍,而安全方面通常被认为是技术问题。最近的研究表明,创新电动汽车的早期采用者确实担心安全问题,尽管这并不是最重要的问题。然而,到目前为止,关于公众对替代燃料电动汽车安全性看法的研究还很有限。本文对内燃机、混合动力汽车和纯电动汽车这三种汽车动力系统的公共安全问题进行了定量研究。该调查包括两套相同的问卷(一套是英文的,另一套是中文的),以收集来自不同文化背景的人的数据。预期这将提供数目合理的反应,以反映公众的意见。该研究表明,主要的安全问题与车辆知识水平和电源组件有关,而不是动力总成类型。机械故障的高度意识只在传统的燃油动力系统中表现明显,当转向纯电动动力系统时逐渐减少,以补偿电气故障意识的上升。这也表明公众对氢燃料电池汽车的具体情况的认识并不普遍,因为几乎所有的参与者都认为电动汽车只由电池供电。因此,本文建议,有必要对司机进行必要的知识教育,同时简单地驾驶车辆可能是提高公众对任何替代燃料车辆接受程度的有效方法
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引用次数: 1
STUDY OF ON-DEMAND SHARED RIDE-HAILING COMMUTING SERVICE: FIRST RESULTS FROM A CASE STUDY IN BARCELONA 按需共享网约车通勤服务研究:巴塞罗那案例研究的初步结果
Pub Date : 2018-09-19 DOI: 10.2495/UT180121
Mireia Gilibert, Imma Ribas, S. Rodriguez-Donaire
Shared ride-hailing services are discreetly emerging in cities all over the world, with the purpose of providing a transport service more flexible than the public bus and cheaper than the regular taxi. Hence, it is important to identify and include the relevant and key factors of such a service to ensure its success. The aim of this study was to investigate the utility of an on-demand shared ride-hailing commuting service and determine the design factors for an appropriate service from the users’ perspective. For one week, a pilot of a shared ride-hailing services to commute from the city centre of Barcelona to the most western district of the city was conducted. Although the sample used in this study was modest in scale, it enabled to draw preliminary conclusions. Users valued very positively the comfort provided but they would not pay more than the double of the price of the public transport. This indicates that despite having a high number of users, such a low price could complicate the profitability of the service unless it was partially subsidized.
共享网约车服务正在世界各地的城市悄然兴起,其目的是提供比公共巴士更灵活、比普通出租车更便宜的交通服务。因此,确定并包括此类服务的相关和关键因素以确保其成功是很重要的。本研究的目的是调查按需共享网约车通勤服务的效用,并从用户的角度确定适当服务的设计因素。在为期一周的时间里,一项从巴塞罗那市中心到该市最西部地区的共享网约车服务试点工作进行了进行。虽然本研究使用的样本规模不大,但可以得出初步结论。用户非常肯定地评价了所提供的舒适性,但他们不会支付超过公共交通两倍的价格。这表明,尽管拥有大量用户,但如此低的价格可能会使该服务的盈利能力复杂化,除非它得到部分补贴。
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引用次数: 3
SUSTAINABLE URBAN MOBILITY AND URBAN SAFETY AND SECURITY: A CASE STUDY OF THE CITY CENTRE OF GENOA, ITALY 可持续城市交通和城市安全保障:意大利热那亚市中心的案例研究
Pub Date : 2018-09-19 DOI: 10.2495/ut180181
S. Candia, F. Pirlone, I. Spadaro
The SUMP – Sustainable Urban Mobility Plan – introduced by the European Union in 2013, is a strategic mobility tool intended to promote sustainable activities at an urban level. The SUMP wants to improve the quality of life of citizens and to involve people and stakeholders in the decision-making process. The “Bremen Declaration on Sustainable Urban Mobility Planning in Europe” (2016), has definitely defined that a good SUMP should: integrate the mobility planning into urban planning; support environmental, social and economic sustainability; and adopt an urban vision giving priority to people rather than vehicles, promoting pedestrian and cycling mobility. The paper joins the ongoing debate on sustainable mobility considering another aspect that should be included in the SUMP: urban safety and security. The authors put into relation the concepts of safety and security with the concept of sustainability. Currently, also the most innovative plans consider urban safety and security only with regard to road accidents. Although this last aspect is of paramount importance, we should be careful not to overlook a more global approach to safety and security. A place is considered safe in relation to its crime rate, risk perception, environmental or social degradation. The research intends to define a new approach that considers a rather broader and deeper view of the issue of urban safety and security within the SUMP. The methodological approach initially uses the SWOT (Strengths, Weakness, Opportunities and Threats) analysis to investigate the state-of-the-art of the SUMPS toll. The authors identified a series of indicators – objective and subjective – to measure urban safety and security. Subjective indicator aims at quantifying the perception of risk by the population, which lives, studies, works in the urban area under study. Finally, the authors applied the methodology proposed in this article to the city centre of Genoa.
SUMP——可持续城市交通计划——由欧盟于2013年推出,是一项战略交通工具,旨在促进城市层面的可持续活动。SUMP希望提高公民的生活质量,并让人民和利益相关者参与决策过程。《欧洲可持续城市交通规划不来梅宣言》(2016)明确定义了一个好的SUMP应该:将交通规划纳入城市规划;支持环境、社会和经济的可持续性;并采用优先考虑人而不是车辆的城市愿景,促进步行和骑自行车的机动性。本文加入了正在进行的关于可持续交通的辩论,考虑了SUMP应该包括的另一个方面:城市安全和保障。作者将安全与保障的概念与可持续性的概念联系起来。目前,最具创新性的计划也只考虑道路事故方面的城市安全和保障。虽然最后一个方面是最重要的,但我们应该小心,不要忽视对安全和保障采取更全面的办法。一个地方是否安全取决于犯罪率、风险感知、环境或社会退化程度。这项研究打算确定一种新的办法,从更广泛和更深入的角度考虑城市安全和安全问题。方法方法最初使用SWOT(优势,劣势,机会和威胁)分析来调查SUMPS收费的最新状况。作者确定了一系列客观和主观的指标来衡量城市安全和保障。主观指标旨在量化在所研究的城市地区生活、学习和工作的人口对风险的感知。最后,作者将本文提出的方法应用于热那亚市中心。
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引用次数: 6
LIFE CYCLE ASSESSMENT OF SILICON ALLOY-BASED LITHIUM-ION BATTERY FOR ELECTRIC VEHICLES 电动汽车用硅合金锂离子电池寿命周期评价
Pub Date : 2018-09-19 DOI: 10.2495/ut180131
Maeva Philippot, J. Smekens, J. Mierlo, M. Messagie
Battery Electric Vehicles (BEV) are seen as a solution for cleaner mobility, due to their ability to reduce air emissions in cities. Batteries are key components that have a large influence on performances of EVs. Energy density is an important requirement from automotive industry, therefore the goal of this study is to assess the impact of a traction battery with new cells containing a high voltage NMC cathode and silicon alloy based anode on climate change. Silicon is a promising material for traction batteries, considering its high energy density. The scope of the paper is the manufacturing. This study uses the life cycle assessment method. Setting coherent system boundaries and functional units is essential and literature regarding these choices is reviewed. Site-specific data from industrial partners is collected as much as possible. The uncertainty of the results is then assessed thanks to a Monte Carlo simulation. The main contributor to climate change is cell manufacturing due to the use of fossil resources for electricity generation. The next big contributor is the cathode paste, half of the cathode paste emissions occurring in the nickel sulphate manufacturing. Note that nickel sulphate is the main precursor in the cathode. Substrates, electrolytes and separators do not represent high shares of emissions, even though they represent almost 40% of the cell mass. To evaluate the robustness of the conclusions, a sensitivity analysis is performed. Today, most of batteries are manufactured in China and the European Commission is pushing toward a more local production. The sensitivity of the results is tested by replacing the original mix by the Chinese average mix and by renewable energy sources. In conclusion, manufacturing in Europe can reduce the impact on climate change and using hydropower and/or photovoltaic panels can even improve the environmental performances of manufacturing of this battery.
纯电动汽车(BEV)被视为清洁交通的解决方案,因为它们能够减少城市的空气排放。电池是影响电动汽车性能的关键部件。能源密度是汽车工业的重要要求,因此本研究的目标是评估含有高压NMC阴极和硅合金阳极的新型电池对气候变化的影响。考虑到硅的高能量密度,它是一种很有前途的牵引电池材料。本文的研究范围是制造业。本研究采用生命周期评价方法。设置连贯的系统边界和功能单元是必不可少的,并回顾了有关这些选择的文献。尽可能多地收集来自工业合作伙伴的特定于站点的数据。然后通过蒙特卡罗模拟来评估结果的不确定性。造成气候变化的主要因素是使用化石资源发电的电池制造。下一个大贡献者是阴极膏,阴极膏排放的一半发生在硫酸镍制造中。注意,硫酸盐镍是阴极中的主要前驱体。底物、电解质和分离器所占的排放份额并不高,尽管它们占细胞质量的近40%。为了评价结论的稳健性,进行了敏感性分析。如今,大多数电池都是在中国生产的,欧盟委员会(European Commission)正在推动电池的本地化生产。通过用中国平均混合能源和可再生能源替代原始混合能源来检验结果的敏感性。总之,在欧洲制造可以减少对气候变化的影响,使用水电和/或光伏板甚至可以提高这种电池制造的环境性能。
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引用次数: 3
期刊
Urban Transport XXIV
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