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COVID-19 and public transport demand trends in Sicily: analyzing external factors and governmental recommendations COVID-19与西西里岛公共交通需求趋势:分析外部因素和政府建议
IF 0.7 Q2 Engineering Pub Date : 2021-09-01 DOI: 10.48295/et.2021.83.9
S. Basbas
The year 2020 has brought changes in transport services and travel demand globally due to restrictions related to the spread of the COVID-19 pandemic, especially in public transport. The present work focuses on Sicily (Southern Italy). Through the elaboration and administration of an online questionnaire, a sample of 700 regular public transport users was characterized from a socio-demographic point of view, identifying their travel habits, and their opinion on governmental and public transport company initiatives. Eight (8) national government strategies were evaluated on a Likert scale, and ten (10) pandemic mitigation factors were assessed in different phases of the pandemic, highlighting which of these factors were most preferred by the sample on a hierarchical scale. The results lay the groundwork for identifying critical challenges when dealing with such severely restricted mobility conditions and suggesting improvements for public transport agencies and local authorities.
由于与COVID-19大流行传播有关的限制,特别是在公共交通方面,2020年给全球交通服务和旅行需求带来了变化。目前的工作重点是西西里岛(意大利南部)。通过精心制作和管理一份在线问卷,从社会人口统计学的角度对700名经常使用公共交通工具的人进行了调查,确定了他们的出行习惯,以及他们对政府和公共交通公司举措的看法。在李克特量表上评估了八(8)个国家政府战略,并在大流行的不同阶段评估了十(10)个大流行缓解因素,在分层量表上突出了样本最喜欢的这些因素。研究结果为在处理这种严重受限的交通条件时确定关键挑战,并为公共交通机构和地方当局提出改进建议奠定了基础。
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引用次数: 10
Impact of Regional Air connectivity on Regional Economic Growth in India 区域航空连通性对印度区域经济增长的影响
IF 0.7 Q2 Engineering Pub Date : 2021-09-01 DOI: 10.48295/et.2021.83.4
B. Mishra
In this study, we have used the panel data of 15 federal states to evaluate the empirical linkages between regional economic growth, air transport traffic, and surface transport indicators. There is a dearth of academic articles focusing on inter-dependence between these factors in the context of India. Pedroni panel cointegration, FMOLS, panel VECM causality techniques, and variance decomposition analysis have been used to evaluate dynamics between the three variables. The evaluation of linkages between the regional air connectivity and the regional economic growth holds practical implications since it forms the basis of various policy and regulatory measures instituted in the Indian air transport sector. The bidirectional relationship between air transport and surface transport indicators calls for making multi-modal studies by experts as guiding force behind planning processes instead of relying purely on bureaucratic consultation.
在本研究中,我们使用15个联邦州的面板数据来评估区域经济增长、航空运输流量和地面运输指标之间的实证联系。在印度的背景下,关注这些因素之间相互依赖关系的学术文章很少。采用Pedroni面板协整、FMOLS、面板VECM因果关系技术和方差分解分析来评估三个变量之间的动态关系。对区域航空连通性与区域经济增长之间联系的评估具有实际意义,因为它构成了印度航空运输部门制定的各种政策和监管措施的基础。航空运输和地面运输指标之间的双向关系要求专家进行多模式研究,作为规划过程背后的指导力量,而不是纯粹依靠官僚协商。
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引用次数: 1
Assessment of Risk Associated with the Quiet Nature of Electric Vehicle: A Perception of EV Drivers and Pedestrians at Mumbai Metropolitan Region-India 与电动汽车安静特性相关的风险评估:印度孟买大都市区电动汽车司机和行人的感知
IF 0.7 Q2 Engineering Pub Date : 2021-09-01 DOI: 10.48295/et.2021.83.1
Lalit N. Patil
The key features of the electric vehicle (EV) from urban area emphasizes on clean air as well as quiet running nature to preserve atmospheric pollution conditions in the city, however, the new public health risk is arising due to calm running environment of electric vehicles. Since the electric vehicles run at low noise levels, pedestrians being troubled in road traffic accidents which tend to focus on the safety of the pedestrian. The aim of the present study is to analyze the perception of pedestrian’s and driver’s with the quiet nature of electric vehicles by evaluating the data obtained through a questionnaire survey and interviews conducted at the Mumbai Metropolitan Region (MMR), India. A total of 398 drivers of various driving experiences and 401 pedestrians from various locations of MMR had been responded to acquire technical data. A hypothesis is evaluated for public health risk associated with the quiet nature of electric vehicles from the driver’s gender and age perspective. In addition, the ANOVA study was carried out to test the statistical significance of risk with respect to age, gender, vehicle usage, driving experience. The results illustrate that moderate risk is associated with the quiet nature of EV and more attention is required by road users as well as drivers, nevertheless gender (P=0.3321), profession (P=0.6537), driving experience (P=0.8888), vehicle use (P=0.3819) are not significant based on driver’s perception (P value greater than 0.05), whereas driver age group (P=0.0000) is accountable for perceived risk. Similarly, considering pedestrian’s perception, gender (P=0.7954), profession (P=0.8188), distance walk (P=0.2313), location (P=0.3896) are not significant. The outcome of this study recommends the foremost need for the advanced control system in electric vehicles.
城市电动汽车的主要特点是强调清洁的空气和安静的运行环境,以保持城市大气污染状况,但电动汽车的平静运行环境也带来了新的公共卫生风险。由于电动汽车在低噪音水平下运行,行人在道路交通事故中受到困扰,行人的安全问题往往成为人们关注的焦点。本研究的目的是通过评估在印度孟买大都市区(MMR)进行的问卷调查和访谈获得的数据,分析行人和司机对电动汽车安静性质的感知。共有398名不同驾驶经验的驾驶员和401名来自MMR不同地点的行人进行了响应,以获取技术数据。从驾驶员的性别和年龄角度评估了与电动汽车安静特性相关的公共健康风险的假设。此外,进行方差分析研究,检验年龄、性别、车辆使用情况、驾驶经验对风险的统计学意义。结果表明,中度风险与电动汽车的安静特性有关,道路使用者和驾驶员都需要更多的注意,但性别(P=0.3321)、职业(P=0.6537)、驾驶经验(P=0.8888)、车辆使用(P=0.3819)对驾驶员感知风险的影响不显著(P值大于0.05),而驾驶员年龄组(P=0.0000)对感知风险负责。同样,考虑到行人的感知,性别(P=0.7954)、职业(P=0.8188)、步行距离(P=0.2313)、位置(P=0.3896)不显著。研究结果表明,电动汽车迫切需要先进的控制系统。
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引用次数: 2
Impact of Sars-Cov-2 virus on Maritime Traffic in the Port of Ploce 新冠肺炎疫情对普勒塞港海上交通的影响
IF 0.7 Q2 Engineering Pub Date : 2021-06-01 DOI: 10.48295/et.2021.82.7
Tatjana Stanivuk, Ladislav Stazić, Jurica Batinovic, Ana Batinovic
The paper investigates the impact of the SARS-COV-2 virus pandemics on overall cargo operations, using the company Luka Ploce Ltd. as an example. Luka Ploce Ltd (Port of Ploce) is a joint venture for maritime transport services, port services, warehousing and freight forwarding. Company data from the period from 2016 to 2019 was analysed using the prognostic ARIMA model (1.1.1) in order to predict volume of the cargo operations in 2020. The prognostic model predicted average increase of the cargo transhipments close to 10%. That prediction is compared with the actual results of the Luka Ploce Ltd for the first half of the 2020. The comparison is showing that there was a significant decrease of the transhipments of the cargo of almost 32%, with some exceptions due to delay in deliveries and urgent supplies of medical equipment.
本文以Luka place Ltd.公司为例,调查了SARS-COV-2病毒大流行对整体货运业务的影响。卢卡普洛斯有限公司(普洛斯港)是一家从事海运服务、港口服务、仓储和货运代理的合资企业。使用预测ARIMA模型(1.1.1)分析了2016年至2019年期间的公司数据,以预测2020年的货运业务量。预测模型预测货物转口的平均增幅接近10%。这一预测与Luka place Ltd在2020年上半年的实际结果进行了比较。比较表明,货物转运量大幅减少了近32%,但由于延迟交货和紧急供应医疗设备,出现了一些例外情况。
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引用次数: 1
Internet of Things as an optimization tool for Smart Airport concept 物联网作为智能机场概念的优化工具
IF 0.7 Q2 Engineering Pub Date : 2021-06-01 DOI: 10.48295/et.2021.82.6
Dominik Mrňa
This paper covers the aspects of implementation of the Internet of Things concept into airport operations. It suggests areas that would be closely related to the Internet of Things. These areas mainly concern the handling of passengers or baggage and would be able to speed up the whole process significantly. The second part concerns the increase of passenger comfort by providing various information during their stay at the airport. This new system could significantly improve the quality of travel. In the last part, this paper discusses options for implementation of the concept at various selected airports. It includes information on readiness of these airports for digital transformation and availability of the digital tools for such a transformation.
本文涵盖了在机场运营中实施物联网概念的几个方面。它提出了与物联网密切相关的领域。这些领域主要涉及乘客或行李的处理,并将能够大大加快整个过程。第二部分是通过提供乘客在机场逗留期间的各种信息来增加乘客的舒适度。这个新系统可以显著提高旅行质量。在最后一部分,本文讨论了在各个选定的机场实施这一概念的选择。它包括这些机场数字化转型的准备情况和数字化转型工具的可用性。
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引用次数: 4
Modelling of Activity-Travel Pattern with Support Vector Machine 基于支持向量机的活动-出行模式建模
IF 0.7 Q2 Engineering Pub Date : 2021-06-01 DOI: 10.48295/et.2021.82.2
A. Alex
Activity based travel demand modelling involves lot of uncertainty due to the complex and varying decision making behaviour of each individual. This study contributes to the literature by assessing the suitability of Support Vector Machine (SVM) in modelling the activity pattern and travel behaviour of workers. Activity and travel behaviour of workers consists of decision outcomes, which can be modelled as classification and regression problems. SVM is a good classifier and regressor with good testing and learning capability, hence the present study used SVM for modelling. It was found that support vector machine models are well performing to predict the activity pattern and travel behaviour of workers. The SVM models developed in the study predicts the temporal variation of mode wise work activity generation. Prediction of temporal mode share of commuters is advantageous to policy makers to experiment the implementation of temporary Travel Demand Management (TDM) actions effectively.
由于个体的决策行为复杂多变,基于活动的出行需求模型存在很多不确定性。本研究通过评估支持向量机(SVM)在模拟工人的活动模式和旅行行为中的适用性,为文献做出了贡献。工人的活动和旅行行为由决策结果组成,决策结果可以建模为分类和回归问题。支持向量机是一种良好的分类器和回归器,具有良好的测试和学习能力,因此本研究使用支持向量机进行建模。研究发现,支持向量机模型在预测工人的活动模式和旅行行为方面表现良好。研究中建立的支持向量机模型预测了模式智能工作活动生成的时间变化。预测通勤者的时间模式份额,有助于决策者有效地试验实施临时出行需求管理(TDM)措施。
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引用次数: 1
Simulated Annealing Algorithm for Multi Depot Two-Echelon Capacitated Vehicle Routing Problem 多车场两梯队有能力车辆路径问题的模拟退火算法
IF 0.7 Q2 Engineering Pub Date : 2020-06-01 DOI: 10.48295/ET.2020.78.8
Surendra Reddy Kancharla, Gitakrishnan Ramadurai
Although urban freight transport is a significant contributor to the development of a country, it has adverse effects on the environment and the quality of life in urban areas. To reduce these adverse effects, we can deploy sustainable city logistic strategies. Scheduling and routing of vehicles is a crucial decision in city logistic strategies. Hence, in this paper, we solve the Multi-Depot Two Echelon Capacitated Vehicle Routing Problem (MD2E-CVRP), which is a variant of Vehicle Routing Problem (VRP) with heterogeneous fleets at both levels. Since VRP is NP-hard, we have proposed a Simulated Annealing (SA) based heuristic solution algorithm and have tested it on the standard 2E- CVRP and MD2E-CVRP instances. The results obtained from SA have a good solution quality at just one-fiftieth of computational time using CPLEX and was found to be faster than Adaptive Large Neighborhood Search (ALNS) with only a marginal drop in solution quality.
虽然城市货运是一个国家发展的重要贡献者,但它对城市地区的环境和生活质量有不利影响。为了减少这些不利影响,我们可以部署可持续的城市物流战略。车辆调度和路线是城市物流战略中的一个重要决策。因此,本文研究了多车场两梯队有能力车辆路线问题(MD2E-CVRP),它是车辆路线问题(VRP)的一种变体,具有两级异构车队。由于VRP是np困难的,我们提出了一种基于模拟退火(SA)的启发式求解算法,并在标准2E-CVRP和MD2E-CVRP实例上进行了测试。结果表明,该方法的求解质量较自适应大邻域搜索(ALNS)快,且求解质量略有下降,仅为CPLEX计算时间的1 / 50。
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引用次数: 1
A new proposal for fare differentiation for the Integrated Time Ticket in the city of Rome 罗马城市综合时间票票价差别的新建议
IF 0.7 Q2 Engineering Pub Date : 2020-06-01 DOI: 10.48295/ET.2020.78.3
Alessio Marabucci
The purpose of this work is to assess the possibility for the Rome city council and ATAC, the company which manages Local Public Transport (LPT) in the capital, to introduce a fare differentiation for the Integrated Time-Ticket (ITT), meaning by this the definition of two distinct fares for the ticket in question, one referring to the peak time and the other to the soft off peak time. These fare schemes are very widespread in other European countries, but also in Italy this approach to the redesign of fare offers is gaining ground; in fact, even in Milan there are already monthly and annual subscriptions (facilitated for over 65s) that are valid only in specific "off peak" time slots). The theoretical concept underlying the fare discrimination is rooted in the microeconomic theory relating to the possibility for the monopolist, who knows the function of demand of the market (or markets) of his interest, to be able to offer goods and services at different prices, depending on the band of users concerned, depending on the different elasticity of demand at the price. In this study, the possible effects of the abovementioned price differentiation are quantified economically by estimating appropriate demand elasticities; in this way, it can be demonstrated, under specific assumptions, that differentiating the price of ATAC tickets can increase revenues from ticket sales and, at the same time, sell more tickets.
这项工作的目的是评估罗马市议会和ATAC(管理首都本地公共交通(LPT)的公司)引入综合时间票(ITT)的票价差异的可能性,这意味着有问题的票的两种不同票价的定义,一种指高峰时间,另一种指软非高峰时间。这些票价方案在其他欧洲国家非常普遍,但在意大利,这种重新设计票价方案的方法也越来越流行;事实上,即使在米兰,也已经有了月租和年租(65岁以上的人可以使用),但只在特定的“非高峰”时段有效。票价歧视背后的理论概念根植于微观经济学理论,该理论与垄断者的可能性有关,垄断者知道他感兴趣的市场(或多个市场)的需求功能,能够以不同的价格提供商品和服务,这取决于相关用户的范围,取决于价格的不同需求弹性。在本研究中,通过估计适当的需求弹性,从经济上量化了上述价格差异可能产生的影响;这样就可以证明,在特定的假设下,区分ATAC门票的价格可以增加门票销售收入,同时也可以卖出更多的门票。
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引用次数: 2
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European Transport-Trasporti Europei
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