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Detecting airport luggage dimensions through low-cost depth sensors 通过低成本深度传感器检测机场行李尺寸
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-08-01 DOI: 10.1016/j.jairtraman.2024.102649
Vitor Almeida Silva, Marcos Paulino Roriz Junior, Michelle Carvalho Galvão da Silva Pinto Bandeira

A factor that impacts airlines' resources is the verification of luggage’s dimensions during the boarding process. Companies often rely on a human operator to perform this check using a manual template, which can cause delays. As an alternative, companies are investing in self bag drop systems. This process introduces new technological challenges since, in this scenario, checking the conformity of luggage dimensions is delegated to the passenger, which can lead to errors. In addition, current solutions use specific computational devices, such as laser scanners, that are expressive in size and cost, which may require interventions in the airport infrastructure. To overcome this, isolated initiatives are observed with alternative technologies, such as low-cost depth sensors, but they usually come without a scientific investigation. In this sense, this work investigates the technical viability of using such low-cost devices to obtain the dimensions of airport baggage. To do so, we developed a model that obtains a 3D point cloud of the luggage surface through a Microsoft Kinect V2 sensor. This cloud is treated and processed to extract the dimensions of the luggage. In order to validate this approach, a full-scale physical prototype was built and tested. The results indicate that the mean absolute error of the obtained dimension by the proposed model is 2.86 cm. Such data suggest that this technology has the potential to become an alternative to detect the dimensions of airport luggage.

影响航空公司资源的一个因素是登机过程中的行李尺寸检查。公司通常依靠人工操作员使用手动模板来执行这项检查,这可能会造成延误。作为一种替代方案,公司正在投资于自助行李投放系统。这一过程带来了新的技术挑战,因为在这种情况下,检查行李尺寸是否符合要求的工作委托给了乘客,这可能会导致错误。此外,目前的解决方案使用特定的计算设备,如激光扫描仪,这些设备体积大、成本高,可能需要对机场基础设施进行干预。为了克服这一问题,我们观察到一些使用替代技术(如低成本深度传感器)的孤立举措,但这些举措通常没有经过科学调查。从这个意义上说,这项工作研究了使用此类低成本设备获取机场行李尺寸的技术可行性。为此,我们开发了一个模型,通过微软 Kinect V2 传感器获取行李表面的三维点云。对该云进行处理和加工,以提取行李的尺寸。为了验证这种方法,我们制作并测试了一个全尺寸的物理原型。结果表明,通过所提模型获得的尺寸的平均绝对误差为 2.86 厘米。这些数据表明,这项技术有可能成为检测机场行李尺寸的替代方法。
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引用次数: 0
Research on the influence of bad working state on air traffic control effect based on multi-independent sample Kruskal-Wallis test 基于多独立样本 Kruskal-Wallis 检验的不良工作状态对空中交通管制效果的影响研究
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-08-01 DOI: 10.1016/j.jairtraman.2024.102653
Peng Bai , Yanzhou Chen , Linfeng Chen , Xingjian Zhang , Xinhao Wang , Xuan Wang

This study examines the influence of bad working states on the control effect of air traffic controllers by establishing a scoring standard for control performance assessment with eight assessment items, such as the standard radiotelephony communications, and 25 specific assessment contents, such as the completeness of control instructions. Combined with equipment for tower control simulations, this standard assesses and counts the scores of controllers in different states, namely, sober, fatigue, stress, and fatigue & stress. We tested the control effect distributions of four states through the Kruskal-Wallis test and analyzed whether the bad working states were statistically significant for each control effect item. The study found that the bad working states are statistically significant for standard radiotelephony communications, flight progress strips, safety separation, instruction timing, situational awareness, and total control effect score in the control effects. Moreover, the research revealed that bad working states are not statistically significant for equipment inspection, external environment scan, and safety awareness in the control effect. Further, forced pair comparisons of the substantial control effect items showed that controllers have adverse statistically significant effects on the use of flight progress strips, situational awareness, and the total score of control effects when controllers are in a stress state. Meanwhile, they have an adverse statistically significant effect on the standard radiotelephony communications, safety separation and instruction timing, flight progress strips, situational awareness, and the total score of control effects when controllers are under a fatigue & stress state.

本研究通过制定管制绩效评估评分标准,包括标准无线电通话等 8 个评估项目和管制指令完整性等 25 个具体评估内容,研究了不良工作状态对空中交通管制员管制效果的影响。结合塔台管制模拟设备,该标准对管制员在清醒、疲劳、压力、疲劳和压力等不同状态下的得分进行评估和统计。我们通过 Kruskal-Wallis 检验法测试了四种状态的控制效果分布,并分析了不良工作状态对各控制效果项目是否具有统计学意义。研究发现,在控制效应中,不良工作状态在标准无线电通话、飞行进度条、安全分离、指令时机、情景意识和控制效应总分上具有统计学意义。此外,研究还发现,在控制效果中,不良工作状态对设备检查、外部环境扫描和安全意识的影响在统计学上不显著。此外,对实质性控制效果项目的强制配对比较显示,当管制员处于紧张状态时,他们对飞行进度条的使用、态势感知和控制效果总分在统计学上有显著的不利影响。同时,当管制员处于疲劳和压力状态时,他们对标准无线电通话、安全分隔和指令计时、飞行进度条、态势感知和管制效果总分在统计上有显著的不利影响。
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引用次数: 0
Evolutionary analysis of airline networks under different airport-provided subsidy regimes in the context of multiple airport systems 多机场系统背景下不同机场补贴制度下航空公司网络的演变分析
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-08-01 DOI: 10.1016/j.jairtraman.2024.102650
Xin Chen , Zhen Zhang , Chao Xuan , Rui Qiu

To determine the evolutionary trajectory of airline network selection under different airport-provided subsidy regimes in the context of multiple airport systems (MAS), we construct an evolutionary game model consisting of airports and airlines as the two involved parties and explore the evolutionary stable strategies (ESS) of both players under different scenarios, the factors influencing the evolutionary path of the stability strategies are also analyzed. The results show that: (1) ESS of airports is the low subsidy strategy, and airlines may evolve into the hub-spoke network or the point-to-point network. (2) From the perspective of total social welfare, it is preferable for airlines to choose the hub-spoke network. (3) Lower expected subsidies from non-hub airports and higher route fixed costs strongly encourage airlines to converge towards the hub-spoke network strategy as their stable equilibrium. (4) The increase in passenger demand in the MAS can encourage airports to choose the low subsidy strategy, and the increase of passenger demand served by non-hub airports has a dampening effect on the evolution equilibrium toward the hub-spoke network strategy. This study provides valuable insights for improving the airport-provided subsidy regimes of the aviation market and optimizing the development of the airline network.

为了确定在多机场系统(MAS)背景下,不同机场补贴制度下航空公司网络选择的演化轨迹,我们构建了一个由机场和航空公司作为参与双方的演化博弈模型,并探讨了不同情景下参与双方的演化稳定策略(ESS),同时分析了影响稳定策略演化路径的因素。结果表明(1)机场的ESS为低补贴策略,航空公司可能演化为枢纽-辐状网络或点对点网络。(2) 从社会总福利的角度来看,航空公司更倾向于选择枢纽-辐状网络。(3) 较低的非枢纽机场预期补贴和较高的航线固定成本会促使航空公司趋向于选择枢纽-辐状网络策略作为其稳定均衡。(4)MAS 中客运需求的增加会鼓励机场选择低补贴策略,而非枢纽机场服务的客运需求的增加对向枢纽-辐状网络策略演化的均衡具有抑制作用。该研究为完善航空市场的机场补贴制度、优化航空网络发展提供了有价值的启示。
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引用次数: 0
Petri net model-based approach to runway performance analysis 基于 Petri 网模型的跑道性能分析方法
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-07-31 DOI: 10.1016/j.jairtraman.2024.102651
Jacek Skorupski, Izabela Siegień

Runways are a crucial element of the aircraft operations system at an airport. The concept of practical capacity, which relates the number of takeoff and landing operations to the average delay per operation, is used to evaluate the effectiveness of their use. The study aims to identify factors influencing runway performance and then quantify the scale of this impact. An original simulation model in a colored Petri net was developed to achieve this goal. It enables studying the influence of various disturbances in the takeoff and landing process on the average delay per operation. As a result of the simulation experiments, it was found that the most significant impact on runway performance has (i) the delay between the issue of the takeoff clearance and the beginning of the takeoff run, (ii) air traffic congestion, and (iii) adverse weather conditions. These factors often overlap, which significantly increases the average delay per operation. We can only affect the take-off clearance response time of these three factors. Adequate procedures and training programs should be implemented to make aircrews and air traffic controllers aware of the importance of this issue.

跑道是机场飞机运行系统的重要组成部分。实用容量的概念将起飞和着陆操作次数与每次操作的平均延误时间联系起来,用于评估跑道的使用效果。研究旨在确定影响跑道性能的因素,然后量化这种影响的程度。为实现这一目标,开发了一个彩色 Petri 网中的原创模拟模型。该模型能够研究起飞和着陆过程中的各种干扰对每次运行的平均延误时间的影响。模拟实验结果表明,对跑道性能影响最大的因素是:(i) 从发出起飞许可到开始起飞之间的延迟;(ii) 空中交通拥堵;(iii) 恶劣天气条件。这些因素往往相互重叠,从而大大增加了每次运行的平均延误时间。我们只能影响这三个因素的起飞许可响应时间。应实施适当的程序和培训计划,使机组人员和空中交通管制员意识到这一问题的重要性。
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引用次数: 0
Decoding air passenger flows: Identifying the role of network autocorrelation in air travel 解码航空客流:确定网络自相关性在航空旅行中的作用
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-07-29 DOI: 10.1016/j.jairtraman.2024.102658
Lu Zhang , Jiaying Gong

With the rapid expansion of the global aviation industry, especially in the Eurasian continent, understanding the factors driving interregional air passenger flow is of increasing importance. While most existing studies emphasize node-level and edge-level influencing factors such as economic scale, population size, and geographic distance, they often neglect the pivotal variable of network autocorrelation. This research is the first to introduce network autocorrelation within the Eurasian context and systematically analyze it using the Eigenvector Spatial Filtering Negative Binomial Gravity Model. Our findings highlight: (1) A significant network autocorrelation in the Eurasian continental aviation network. The eigenvector spatial filtering negative binomial regression model effectively captures this autocorrelation, considerably reducing model estimation bias. Specifically, the leading 3.28% of eigenvectors capture a high degree of this network autocorrelation. (2) The presence of network autocorrelation introduces estimation biases in related variables, resulting in underestimations of economic size, population size, visa restriction, and international trade, while overestimating cultural and institutional differences, geographical distance, colonial relationship. (3) Various factors affect the Eurasian continental sub-region's air passenger flows differently, indicating regional variations. This study takes a step towards improving our understanding of network autocorrelation in air passenger flows research.

随着全球航空业的迅速发展,尤其是在欧亚大陆,了解地区间航空客流的驱动因素变得越来越重要。现有研究大多强调节点层面和边缘层面的影响因素,如经济规模、人口规模和地理距离等,但往往忽视了网络自相关性这一关键变量。本研究首次在欧亚背景下引入网络自相关性,并利用特征向量空间过滤负二项引力模型对其进行系统分析。我们的研究结果强调:(1)欧亚大陆航空网络中存在显著的网络自相关性。特征向量空间过滤负二叉回归模型有效地捕捉了这种自相关性,大大减少了模型估计偏差。具体地说,前 3.28%的特征向量高度捕捉了这种网络自相关性。(2)网络自相关性的存在会带来相关变量的估计偏差,导致低估经济规模、人口数量、签证限制和国际贸易,而高估文化和制度差异、地理距离和殖民关系。(3)各种因素对欧亚大陆次区域航空客流的影响不同,显示出区域差异。本研究为提高我们对航空客流研究中网络自相关性的认识迈出了一步。
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引用次数: 0
On the selection of aircraft-engine pairs for medium-haul Low-Cost Carriers operations 为中程低成本航空公司选择飞机-发动机组合
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-07-29 DOI: 10.1016/j.jairtraman.2024.102657
Alberto Martínez-Gutiérrez, Iván Sánchez-Calleja, Rubén Ferrero-Guillén, Javier Díez-González

The selection of aircraft and engine models poses a significant challenge for Low-Cost Carriers (LCCs) striving for profitability. This decision is compounded by numerous subjective and objective variables and the vast array of available aircraft and engine configurations. Current methodologies, utilizing Multi-Criteria Decision Making (MCDM) and fuzzy logic, often simplify the problem, neglecting the engine consideration and limiting variables and alternatives. In this paper, we propose a novel methodology that circumvents these simplifications, considering engine configurations within the aircraft selection and addressing this problem for 27 parameters and real 51 selection alternatives. Through the consultation of different experts in the aeronautic field, we establish a comprehensive approach to assess the relative and overall performance of multiple variables, as well as their weights and hierarchy in the selection scheme. We apply this methodology to the aircraft selection problem in the medium-haul market, providing a framework and a solution for this currently unexplored literature domain. The results provide valuable insights for validating the devised methodology and providing relevant insights on the characteristics of the medium-haul market for LCCs.

对于追求盈利的低成本航空公司(LCC)来说,选择飞机和发动机型号是一项重大挑战。众多主观和客观变量以及大量可用的飞机和发动机配置使这一决策变得更加复杂。目前利用多标准决策(MCDM)和模糊逻辑的方法往往简化了问题,忽略了对发动机的考虑,限制了变量和备选方案。在本文中,我们提出了一种新的方法来规避这些简化,在飞机选择中考虑发动机配置,并针对 27 个参数和 51 种实际选择方案来解决这一问题。通过咨询航空领域的不同专家,我们建立了一种综合方法来评估多个变量的相对和整体性能,以及它们在选择方案中的权重和等级。我们将这一方法应用于中程市场的飞机选择问题,为这一目前尚未开发的文献领域提供了一个框架和解决方案。研究结果为验证所设计的方法提供了有价值的见解,并为 LCC 的中程市场特征提供了相关见解。
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引用次数: 0
Who will board urban air taxis? An analysis of advanced air mobility demand and value of travel time for business, airport access, and regional tourism trips in Iran 谁会乘坐城市空中出租车?对伊朗商务、机场交通和区域旅游出行的先进空中交通需求和旅行时间价值的分析
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-07-18 DOI: 10.1016/j.jairtraman.2024.102636
Mahdi Samadzad, Fatemeh Ansari, Mohammad Amin Afshari Moez

Recent advancements in the development of a comprehensive urban air mobility ecosystem promise the opportunity for its implementation in the near future. However, the utility of this emerging mode of transportation in comparison to the existing modes varies for different trip purposes and geographical contexts. It is, therefore, imperative to assess its usage potential for various scenarios before moving forward with implementation efforts. This paper presents the findings of three stated preference surveys aimed at characterizing prospective urban air mobility travel demand for weekly business, airport access, and regional tourism trips in Iran. Hybrid multinomial logit and hybrid nested logit models are estimated for each trip purpose. The results indicate that urban air mobility for weekly business trips represents the most viable market segment. Value-of-time estimates for weekly business trips are more than two and a half times higher than those for airport access trips, and tourism trips are valued even less. There is a trend towards delaying the adoption of air taxis to gain trust, and reducing ticket prices is seen as the most effective incentive for increasing the adoption rate. This study pioneers research on urban air mobility in a developing country context, offering valuable insights into market viability for investors and policymakers.

最近在开发综合城市空中交通生态系统方面取得的进展为在不久的将来实施该系统提供了机会。然而,与现有交通方式相比,这种新兴交通方式在不同出行目的和地理环境下的实用性各不相同。因此,在推进实施工作之前,必须评估其在各种情况下的使用潜力。本文介绍了三项陈述偏好调查的结果,旨在描述伊朗每周商务、机场交通和区域旅游出行对城市空中交通的预期需求。针对每种出行目的估算了混合多项式对数模型和混合嵌套对数模型。结果表明,每周商务旅行的城市航空流动性是最可行的细分市场。每周商务旅行的时间价值估计值比机场交通旅行的时间价值估计值高出 2.5 倍以上,而旅游旅行的时间价值估计值甚至更低。目前的趋势是推迟采用空中出租车以赢得信任,而降低票价被视为提高采用率的最有效激励措施。这项研究开创了发展中国家城市空中交通研究的先河,为投资者和政策制定者提供了有关市场可行性的宝贵见解。
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引用次数: 0
Taught postgraduate air transport management degrees in the UK: A systematic review and analysis 英国航空运输管理研究生学位:系统回顾与分析
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-07-16 DOI: 10.1016/j.jairtraman.2024.102647
Robert Mayer , Lucy Budd , Stephen Ison

This paper examines the provision, structure and curriculum content of taught postgraduate (Masters’ level) Air Transport Management degree programmes in the UK. In the academic year 2022–23, 14 UK Universities offered 19 different programmes. These programmes differed in terms of their duration, the fees that were charged, the delivery models, the content and the assessment regimes. In addition to examining the content and structure of the programmes, the paper conducts a SWOT analysis of the suite of degree programmes. While the inherent advantages of having a diversity of programmes for individuals, academic institutions and the air transport sector are recognised, it is suggested that prospective students and employers are cognisant of the differences between programmes to make informed decisions about their suitability and ability to meet personal career objectives and workplace planning requirements.

本文研究了英国航空运输管理专业授课式研究生(硕士水平)学位课程的设置、结构和课程内容。在 2022-23 学年,英国 14 所大学开设了 19 种不同的课程。这些课程在学制、收费、授课模式、内容和评估制度等方面各不相同。除了研究课程的内容和结构外,本文还对这套学位课程进行了 SWOT 分析。在承认课程多样性对个人、学术机构和航空运输业的固有优势的同时,本文还建议未来的学生和雇主认识到课程之间的差异,以便就课程是否适合、是否能够满足个人职业目标和工作场所规划要求做出明智的决定。
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引用次数: 0
Aircraft-related noises increased but compensation decreased in Chinese airports 中国机场飞机噪音增加但赔偿减少
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-07-13 DOI: 10.1016/j.jairtraman.2024.102643
Qiang Cui, Yujie Liu, Xinyue Zhao

The rapid development of the aviation industry has brought convenience and noise hazards, altering the modes of travel but adversely affecting public health. Noise pollution is one of the essential factors affecting public health. This study offers a comprehensive examination of noise pollution data associated with the aviation industry, focusing on an array of airlines operating over 400 domestic routes within China from 2014 to 2019. It scrutinizes the noise emissions during the Lateral, Flyover, and Approach phases. It employs European Union standards to derive a formula for noise compensation relative to passenger volume, elucidating the quantum of noise indemnity allocable per passenger. (1) An upward trend in noise emissions is observed annually within China's civil aviation sector, with marked disparities in emission levels across various airports and airlines. (2) The mean annual value of noise compensation has shown a general decline, with China Express Airlines assuming a principal role in these compensations. (3) There is a correlation between noise compensation, noise emissions, and passenger volumes. Utilizing aircraft with low-emission and high passenger capacities significantly reduces airline compensation costs and safeguards the health of passengers and nearby residents.

航空业的快速发展带来了便利和噪声危害,改变了人们的出行方式,但也对公众健康产生了不利影响。噪声污染是影响公众健康的重要因素之一。本研究全面考察了与航空业相关的噪声污染数据,重点研究了从 2014 年到 2019 年在中国境内运营 400 多条国内航线的一系列航空公司。它仔细研究了侧向、飞越和进近阶段的噪声排放。报告采用欧盟标准推导出相对于乘客量的噪声补偿公式,阐明了每位乘客可获得的噪声补偿量。(1) 中国民航的噪声排放呈逐年上升趋势,不同机场和航空公司的排放水平差异明显。(2) 噪声补偿的年均值总体呈下降趋势,其中以中国高速航空的补偿为主。(3) 噪音补偿、噪音排放和客流量之间存在相关性。使用低排放、高载客量的飞机可大大降低航空公司的补偿成本,保障乘客和附近居民的健康。
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引用次数: 0
Airline safety: Still getting better? 航空安全:仍在改善?
IF 3.9 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-07-13 DOI: 10.1016/j.jairtraman.2024.102641
Arnold Barnett, Jan Reig Torra

We consider worldwide aviation safety on scheduled passenger flights over the years 2018–22, distinguishing the 34 weeks during the Covid-19 pandemic from the prior 26 weeks. Although the pandemic caused convulsions in airline operations, it caused no deviation from the trend under which global passenger death risk from accidents and deliberate acts dropped by about 7% per year. The nations of the world continued to differ substantially in passenger mortality risk, though nations in the previous “intermediate risk” category performed slightly better than those in the earlier “lowest risk” group. The difference, however, fell far short of statistical significance. Consistent with the previous pattern, passenger death risk in the “higher risk” nations was more than an order of magnitude higher than that in other nations. The transmission of Covid-19 aboard commercial flights may have taken thousands of lives worldwide over 3/20-12/22, which would have considerably exceeded passenger deaths over that period caused by accidents and deliberate attacks. However, this increase could be considered a transient effect if the pandemic is essentially over as of the mid-2020's.

我们考虑了 2018-22 年期间全球定期客运航班的航空安全,将 Covid-19 大流行期间的 34 周与之前的 26 周区分开来。虽然大流行病造成了航空公司运营的震荡,但它并没有偏离全球乘客因事故和蓄意行为死亡的风险每年下降约 7% 的趋势。世界各国在乘客死亡风险方面仍然存在很大差异,尽管以前的 "中等风险 "国家比以前的 "最低风险 "国家表现略好。不过,这种差异远未达到统计学意义上的显著性。与之前的模式一致,"高风险 "国家的乘客死亡风险比其他国家高出一个数量级以上。在 3/20-12/22 期间,Covid-19 在商业航班上的传播可能在全球范围内夺走了成千上万人的生命,大大超过了在此期间由意外事故和蓄意袭击造成的乘客死亡人数。不过,如果到 2020 年代中期,大流行病基本上已经结束,那么这种增加可以被认为是一种短暂的影响。
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引用次数: 0
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