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Research on airport apron planning strategy in emergency situations 紧急情况下的机场停机坪规划策略研究
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-04-27 DOI: 10.1016/j.jairtraman.2024.102592
Li Wang , Yuxiang Tang , Gaotian Zhang , Wenxuan Kang , Yufeng Zhuang , Zhiyuan Su

In events of local war or highly infectious epidemics, airports face the problem of how to park numerous non-missioned aircraft on aprons. In this study, the apron planning problem in emergency situations (APPES) was considered to replan existing parking stands and taxiways, thus determining the numbers and locations of different aircraft types. A mixed-integer programming formulation for the APPES was developed to maximise the total revenue for the apron, where the aircraft was planned to be parked based on factors such as the safety distance and aircraft taxiing method. A two-stage approach based on the discrete particle swarm optimisation algorithm and bottom-left algorithm was designed to solve the APPES. Random instances of different sizes were generated, and the experimental results demonstrated the effectiveness of the proposed approach. The two-stage approach could find optimal solutions to the APPES for 19 of the 20 small instances and could well approximate optimal solutions for the medium and large instances within a reasonable timeframe. Parking priority factor and aircraft taxiing methods sensitivity analyses were also designed to develop a strategy that can adhere to the preferences of decision makers or increase the total revenue.

在发生局部战争或高传染性流行病时,机场面临着如何在停机坪上停放大量非执行任务飞机的问题。本研究考虑了紧急情况下的停机坪规划问题(APPES),以重新规划现有停机位和滑行道,从而确定不同类型飞机的数量和位置。为使停机坪的总收入最大化,开发了一个混合整数编程公式,根据安全距离和飞机滑行方法等因素,计划将飞机停放在停机坪上。设计了一种基于离散粒子群优化算法和底左算法的两阶段方法来求解 APPES。实验生成了不同大小的随机实例,实验结果证明了所提方法的有效性。在 20 个小型实例中,两阶段方法可找到 19 个 APPES 的最优解,并能在合理的时间内找到中型和大型实例的近似最优解。此外,还设计了停车优先系数和飞机滑行方法的敏感性分析,以制定一种既能满足决策者偏好又能增加总收入的策略。
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引用次数: 0
Modeling the volatility of international air freight: A case study of Singapore using the SARIMAX-EGARCH model 国际航空货运波动建模:使用 SARIMAX-EGARCH 模型的新加坡案例研究
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-04-22 DOI: 10.1016/j.jairtraman.2024.102593
Quang Hai Nguyen

The volume of international air cargo not only generates income and jobs for countries, but also promotes international trade and other economic sectors. This study used SARIMAX-(E)GARCH volatility models to model Singapore's air cargo volume in ten key markets namely Malaysia, Indonesia, Thailand, Vietnam, Mainland China, Hong Kong SAR, Japan, United Kingdom (UK), France and Germany. Using socioeconomic factors and monthly data for the period 1991–2022, empirical models reveal that GDP and bilateral trade are important explanatory factors that have a positive impact on international air cargo volume in most of Singapore's key markets. Own price (international air freight), substitute price (deep sea freight transportation services) and the COVID-19 pandemic in the early stages also have different impacts in some key markets. In addition, the effects of positive and negative air cargo demand shocks are also found in different markets. These findings are the basis for forecasting international air cargo volume and making decisions and policies for air freight development.

国际航空货运量不仅为各国创造了收入和就业机会,还促进了国际贸易和其他经济部门的发展。本研究使用 SARIMAX-(E)GARCH 波动率模型对新加坡在马来西亚、印度尼西亚、泰国、越南、中国大陆、香港特别行政区、日本、英国、法国和德国这十个主要市场的航空货运量进行建模。利用 1991-2022 年期间的社会经济因素和月度数据,实证模型显示,国内生产总值和双边贸易是重要的解释因素,对新加坡大多数主要市场的国际航空货运量有积极影响。自有价格(国际航空货运)、替代价格(深海货运服务)和 COVID-19 大流行的早期阶段也对一些主要市场产生了不同的影响。此外,积极和消极的航空货运需求冲击对不同市场的影响也不尽相同。这些发现是预测国际航空货运量、制定航空货运发展决策和政策的基础。
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引用次数: 0
Seat assignment recommendation in airlines purchase flow to increase ancillary revenue considering weight and balance constraints 航空公司采购流程中的座位分配建议,在考虑重量和平衡限制的情况下增加辅助收入
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-04-16 DOI: 10.1016/j.jairtraman.2024.102582
Germán Pardo González , Alejandra Tabares Pozos , Camilo Quiroga , David Álvarez-Martínez

In the highly competitive and cost-sensitive realm of low-cost carriers, ancillary services have emerged as a pivotal revenue source, supplementing the basic fare with optional extras that enhance the passenger experience. This research propels this concept forward by introducing a sophisticated Mixed Integer Linear Programming (MILP) model specifically designed to optimise revenue from seat change fees, a key ancillary service. Our model is particularly crucial for low-cost carriers, where the natural decomposition of pricing strategies allows passengers to pay for a basic service, with the option to enhance their flying experience through additional paid services. The model introduces a novel approach to encourage seat changes, particularly for passengers booked together under the same reservation. The core strategy to promote seat changes involves maximising the seating distance between passengers who opt for the automatic seat selection feature, based on the current aircraft configuration. By intentionally allocating these passengers the furthest seats apart, the model creates a natural incentive for them to pay for seat changes, aiming to sit closer together. This approach not only generates additional revenue through seat change fees but also optimises the utilization of seat inventory by encouraging the purchase of premium seat options. To address the inherent unpredictability of seat sales, the model strategically reserves premium seats and places passengers less inclined towards seat changes in less desirable locations. This ensures an optimised allocation of seats that maximises revenue potential. Incorporating computational acceleration techniques, the model is designed for real-time application, allowing airlines to dynamically adapt to booking changes and maximise ancillary revenue opportunities. This rapid response capability empowers airlines to adapt swiftly to changing dynamics in seat bookings, thereby maximising their revenue generation potential. By offering a sophisticated tool for increasing profits from passenger accommodation services, this research bridges an essential gap in existing airline industry strategies, proposing a transformative approach to ancillary service optimisation.

在竞争激烈、成本敏感的低成本航空公司领域,辅助服务已成为一个关键的收入来源,它以可选的额外服务来补充基本票价,从而提升乘客体验。这项研究引入了一个复杂的混合整数线性规划(MILP)模型,专门用于优化换座费这一关键辅助服务的收入,从而推动了这一概念的发展。我们的模型对低成本航空公司尤为重要,因为在低成本航空公司,定价策略的自然分解允许乘客为基本服务付费,并可选择通过额外的付费服务提升飞行体验。该模型引入了一种鼓励乘客换座的新方法,尤其是针对在同一预订单下一起订票的乘客。促进换座的核心策略是根据当前的飞机配置,最大限度地拉近选择自动选座功能的乘客之间的座位距离。通过有意将这些乘客分配到相距最远的座位,该模式自然会刺激他们付费更换座位,以求坐得更近。这种方法不仅能通过座位变更费产生额外收入,还能通过鼓励购买高级座位选项来优化座位库存的利用率。为了解决座位销售固有的不可预测性,该模型战略性地保留了高级座位,并将不太愿意换座位的乘客安排在不太理想的位置。这确保了座位的优化分配,最大限度地提高了收益潜力。该模型采用了计算加速技术,专为实时应用而设计,使航空公司能够动态适应预订变化,最大限度地提高辅助收入机会。这种快速反应能力使航空公司能够迅速适应座位预订的动态变化,从而最大限度地提高创收潜力。这项研究为增加旅客住宿服务的利润提供了一个先进的工具,弥补了现有航空业战略中的一个重要缺口,提出了一种辅助服务优化的变革方法。
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引用次数: 0
Codesharing and airline partnerships within, between and outside global alliances 全球联盟内部、联盟之间和联盟之外的代码共享和航空公司伙伴关系
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-04-08 DOI: 10.1016/j.jairtraman.2024.102591
Tobias Grosche, Richard Klophaus

Airline partnerships with coordinated scheduling of air transport services such as alliances and joint ventures are a significant feature of the global airline industry. All advanced airline partnerships are rooted in codesharing. Therefore, we examine codeshare relations between the world's 50 largest airlines with hierarchical clustering using flight schedules data to detect airline partnership clusters of different sizes independently of memberships in global alliances. Our analysis confirms that the closest collaboration occurs within global alliances. There are also airline partnerships with extensive codesharing between aligned and non-aligned carriers, but not between airlines of different global alliances. Star Alliance appears to be the least tightly coupled global alliance, oneworld the most inclusive.

联盟和合资企业等航空运输服务协调安排的航空公司伙伴关系是全球航空业的一个重要特征。所有先进的航空公司合作关系都植根于代码共享。因此,我们利用航班时刻数据,对全球 50 家最大航空公司之间的代码共享关系进行了分层聚类分析,以发现不同规模的航空公司合作伙伴集群,而与全球联盟成员资格无关。我们的分析证实,最密切的合作发生在全球联盟内部。联盟航空公司与非联盟航空公司之间也存在广泛的代码共享合作关系,但不同全球联盟的航空公司之间却不存在这种合作关系。星空联盟似乎是合作最不紧密的全球联盟,而 "寰宇一家" 则是最具包容性的联盟。
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引用次数: 0
Willingness to Fly during the COVID-19 pandemic 在 COVID-19 大流行期间飞行的意愿
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-04-06 DOI: 10.1016/j.jairtraman.2024.102575
Elizabeth K. Combs, Sean R. Crouse, Katherine D. Bell, Dothang Truong

The purpose of this study was to determine factors that influence a consumer's Willingness to Fly during the COVID-19 pandemic. Previous studies have explored Willingness to Fly in various situations, but none have used perceived stress and COVID-19 predictors. Six hundred and fifteen participants from the United States completed a survey on the platform MTurk in 2022. Validated scales were used to gather data on the selected parameters, namely the Cohen Perceived Stress Scale, Familiarity with Aviation Scale, Perceived COVID-19 threat scale, and Willingness to Fly scale. Exploratory Factor Analysis, Confirmatory Factor Analysis, and Structural Equation Modeling were used to explore the data. Three of the six hypotheses were supported. One additional non-hypothesized path was discovered between perceived stress and COVID-19 threat. The model explained 50.7% of Willingness to Fly. The findings offer insight into how consumers still identify COVID-19 as a present threat despite the aviation industry's safeguards.

本研究旨在确定在 COVID-19 大流行期间影响消费者飞行意愿的因素。以往的研究探讨了各种情况下的飞行意愿,但没有一项研究使用了感知压力和 COVID-19 预测因素。2022 年,来自美国的 615 名参与者在 MTurk 平台上完成了一项调查。调查使用了经过验证的量表来收集所选参数的数据,即科恩感知压力量表、航空熟悉程度量表、感知 COVID-19 威胁量表和飞行意愿量表。探索性因子分析、确认性因子分析和结构方程模型被用来探索数据。六个假设中有三个得到了支持。在感知压力和 COVID-19 威胁之间发现了一条额外的非假设路径。该模型解释了 50.7% 的飞行意愿。尽管航空业采取了保障措施,但消费者仍然认为 COVID-19 是一种威胁。
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引用次数: 0
Airport incentive regulation in practice 机场激励条例的实践
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-04-04 DOI: 10.1016/j.jairtraman.2024.102590
Victor Valdes , Oscar Corzo , Carlos Canfield

This paper examines the complexities of incentive regulation in the context of airport privatization, asymmetric information, and regulatory weakness in a developing country. Using hybrid Dual-Till revenue cap variations of thirty-four concessioned airports in Mexico for the period 2006–2019, we distinguish within and between regulated period effects on productive efficiency. Our findings reveal a dual nature of variations: negative shifts within regulated periods are linked to heightened productive efficiency, whereas positive shifts between regulated periods, particularly during the resetting of caps, arise when projected demand falls short of covering allowed operational and capital expenditures. This discrepancy leads to a decline in productive efficiency. The analysis highlights discernible weaknesses in the regulatory framework such as homogenous expectations of efficiency gains across all airports within regulated periods. Furthermore, strategic behavior by airports emerges, as they opt to defer efficiency enhancements to the initial year of any given regulated period. We discuss regulatory levers to improve the quality of regulation.

本文研究了在发展中国家机场私有化、信息不对称和监管薄弱的背景下激励监管的复杂性。利用 2006-2019 年期间墨西哥 34 个特许机场的混合双支柱收入上限变化,我们区分了监管期内和监管期之间对生产效率的影响。我们的研究结果揭示了变化的双重性质:监管期内的负向变化与生产效率的提高有关,而监管期之间的正向变化,尤其是在重新设定上限期间,则是在预计需求不足以支付允许的运营和资本支出时产生的。这种差异导致生产效率下降。分析凸显了监管框架的明显缺陷,如监管期内所有机场对效率收益的预期是一致的。此外,还出现了机场的战略行为,它们选择将效率提升推迟到任何特定监管期的最初一年。我们讨论了提高监管质量的监管杠杆。
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引用次数: 0
Double-edged impacts of carbon footprint information on international air travel demand 碳足迹信息对国际航空旅行需求的双刃影响
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-04-03 DOI: 10.1016/j.jairtraman.2024.102570
Mirlan Atabekov , Volodymyr Bilotkach , Keisuke Kawata , Ghulam Dastgir Khan , Chikage Miyoshi , Miyu Sakamoto , Yuichiro Yoshida

This paper explores the impact of providing carbon footprint information on long-haul international air travel demand. By combining the doubly randomized preference trial (DRPT) and randomized conjoint experiment, the paper examines how targeted information influences consumers’ purchasing decisions. The primary data is obtained from an online survey conducted in Japan with 3261 respondents. The results show that providing carbon footprint information significantly affects consumers’ choices, particularly those with higher environmental awareness. The provision of carbon footprint information increases the purchasing probability of environmentally conscious consumers by 12.3% over mileage accrual rate information. Moreover, when carbon emissions increase by 50%, respondents with higher environmental concerns are 17% less likely to make a purchase compared to those who do not prioritize environmental factors. This study holds implications for designing effective environmental awareness campaigns in the transport sector to encourage sustainable consumer choices.

本文探讨了提供碳足迹信息对长途国际航空旅行需求的影响。通过结合双重随机偏好试验(DRPT)和随机联合试验,本文探讨了有针对性的信息如何影响消费者的购买决策。主要数据来自在日本进行的一项在线调查,共有 3261 名受访者。结果表明,提供碳足迹信息会显著影响消费者的选择,尤其是那些环保意识较强的消费者。与里程累积率信息相比,提供碳足迹信息可使具有环保意识的消费者的购买概率提高 12.3%。此外,当碳排放量增加 50%时,环保意识较强的受访者与那些不优先考虑环保因素的受访者相比,购买可能性会降低 17%。这项研究对于在交通领域设计有效的环保意识宣传活动以鼓励消费者做出可持续的选择具有重要意义。
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引用次数: 0
Spatiotemporal characteristics and influencing factors of airport service quality in China 中国机场服务质量的时空特征及影响因素
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-03-26 DOI: 10.1016/j.jairtraman.2024.102578
Xinyue Ran (冉心月) , Lingling Li (李玲玲) , Ruiling Han (韩瑞玲)

Airport service quality (ASQ) is essential for determining the quality of ground civil aviation services. In this study, ASQ was assessed using the monthly airport aviation complaint data from 2015 to 2019 of 196 airports in mainland China (except for airports in Hong Kong, Macao, and Taiwan, which are not included in the statistics). First, we constructed a seasonal index of aviation complaints to evaluate and compare the overall temporal characteristics of ASQ in China. Second, the spatial distribution pattern of ASQ in China was determined using the aviation complaint concentration index and hot spot analysis model. Finally, the major influencing factors and categories of ASQ in China were analyzed considering spatiotemporal dimensions using the correspondence analysis method. The results revealed that there were clear seasonal differences among ASQ in China, with a high–low–low–high distribution during all four seasons. The regional agglomeration trend of airport aviation complaints was obvious, and the spatial difference in ASQ was large. Northern and western China performed better than southern China. Spatiotemporal and influencing factors of ASQ were the most strongly correlated factors in each quarter and region. The predominant source of aviation complaints across all types of airports is related to fundamental services, with check-in services identified as the most impactful category affecting ASQ. This study, based on 60 months of statistical data, offers a comprehensive evaluation of ASQ throughout the entire airport network in mainland China, from the perspective of aviation complaints. Additionally, a systematic ASQ evaluation method and research system encompassing time, space, and elements were established. This framework not only stimulates the improvement and enhancement of ASQ but also provides a theoretical foundation for differentially enhancing ASQ in regional airports. Overall, our results contribute to breaking through the qualitative research thinking system in ASQ research from a theoretical perspective, paving the way for exploring broader research in enhancing the quality of ground civil aviation services.

机场服务质量(ASQ)是判定地面民航服务质量的重要依据。本研究利用中国大陆196个机场(除港澳台机场未纳入统计外)2015年至2019年的月度机场航空投诉数据对ASQ进行了评估。首先,我们构建了航空投诉季节性指数,以评价和比较中国ASQ的整体时间特征。其次,利用航空投诉集中指数和热点分析模型确定了中国航空投诉的空间分布格局。最后,利用对应分析方法,从时空维度分析了中国航空投诉的主要影响因素和类别。研究结果表明,中国的 ASQ 存在明显的季节性差异,四季均呈高-低-低-高分布。机场航空投诉区域集聚趋势明显,ASQ空间差异较大。华北和西部地区的表现优于华南地区。ASQ的时空因素和影响因素是各季度、各地区相关性最强的因素。在所有类型的机场中,航空投诉的主要来源与基本服务有关,而值机服务被认为是对 ASQ 影响最大的类别。本研究基于 60 个月的统计数据,从航空投诉的角度对中国大陆整个机场网络的 ASQ 进行了全面评估。此外,还建立了涵盖时间、空间和要素的系统性 ASQ 评价方法和研究体系。这一框架不仅有助于改善和提高机场旅客服务质量,也为有区别地提高支线机场旅客服务质量提供了理论依据。总之,我们的研究成果有助于从理论上突破ASQ研究中的定性研究思维体系,为探索更广泛的提升地面民航服务质量的研究铺平道路。
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引用次数: 0
Profitability of supersonic travel 超音速旅行的盈利能力
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-03-26 DOI: 10.1016/j.jairtraman.2024.102581
Christoph Klingenberg , Jan Loic Belke

Since the retirement of the Concorde in 2003 no commercial supersonic flights were operated. In 2014 the aircraft manufacturing start-up Boom announced the development of a supersonic aircraft by 2029 and has since gathered 130 orders. This paper analyzes the profitability of this aircraft by calculating the net present value of an investment decision and comparing this to a subsonic aircraft. It is determined that supersonic travel has 50% higher cash operating costs per seat. This implies that, for example, a return flight LHR-JFK merely breaks even at a WACC of 6%. The central question of this paper is whether this cost premium can be covered by a price premium paid for the time saved on a supersonic flight. A schedule analysis shows that this price premium is justified on westbound but not on eastbound flights. Thus, a westward rotation of the supersonic fleet is proposed. To avoid seat imbalances this network can be supplemented by an eastward rotating subsonic narrowbody fleet in an all-business configuration. Whereas a supersonic rotation A - B - A only breaks even with a net present value close to zero, a westward supersonic rotation A - B - C - A complemented by a subsonic rotation A - C - B - A achieves a significant profit reflected in a net present value of over $ 40 mill. per aircraft. It follows that this network structure is the only profitable one.

As a by-product it is reconstructed that the Concorde was marginally cash-positive, explaining why operations was kept up for 27 years but no aircraft were ordered after the initial batch.

自协和式飞机于 2003 年退役后,就再也没有运营过商业超音速航班。2014 年,飞机制造初创公司 Boom 宣布在 2029 年之前研制出一架超音速飞机,并在此后收集了 130 份订单。本文通过计算投资决策的净现值,并与亚音速飞机进行比较,分析了这种飞机的盈利能力。结果表明,超音速旅行每个座位的现金运营成本要高出 50%。这意味着,以 LHR-JFK 往返航班为例,在加权平均资本成本为 6% 的情况下,仅能实现收支平衡。本文的核心问题是,这种成本溢价是否可以通过为超音速飞行节省的时间而支付的价格溢价来弥补。对航班时刻的分析表明,这种溢价在西行航班上是合理的,但在东行航班上则不合理。因此,建议超音速机队向西旋转。为避免座位失衡,该网络可由一个向东旋转的亚音速窄体机队作为补充,采用全公务机配置。超音速轮换 A - B - A 只能实现收支平衡,净现值接近于零,而超音速向西轮换 A - B - C - A 并辅以亚音速轮换 A - C - B - A 则可实现可观的利润,每架飞机的净现值超过 4000 万美元。由此可见,这种网络结构是唯一有利可图的结构。作为副产品,协和式飞机的现金盈余微乎其微,这也解释了为什么协和式飞机的运营持续了 27 年,但在首批飞机投入使用后却没有订购任何飞机。
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引用次数: 0
Pathway to net zero: Reviewing sustainable aviation fuels, environmental impacts and pricing 实现净零的途径:审查可持续航空燃料、环境影响和定价
IF 6 2区 工程技术 Q2 TRANSPORTATION Pub Date : 2024-03-23 DOI: 10.1016/j.jairtraman.2024.102580
Matthias Braun, Wolfgang Grimme, Katrin Oesingmann

Supporting the pathway to net zero carbon emissions in the aviation industry, sustainable aviation fuels (SAF) will contribute to a large extent to reduce net CO2 emissions in the next decades to deliver on climate targets. For this reason, the large-scale uptake of SAFs in aviation is on top of the agenda of regulatory policy. However, challenges remain for building the respective infrastructure and supply chains at the appropriate scale to produce and distribute SAF at a reasonable cost. Currently, only one percent of fuels consumed by airlines in Europe are blended with sustainable aviation fuels. The paper examines current SAF production pathways, environmental benefits, and estimated fuel prices from the state-of-the art literature. Further, regulatory policies established by governments, regulatory agencies and industry associations are examined, regarding blending mandates in different regional markets. The authors conclude with the statistical analysis of minimum selling prices for different types of SAF, and discuss their respective availability.

可持续航空燃料(SAF)支持航空业实现净零碳排放,将在很大程度上减少未来几十年的二氧化碳净排放量,从而实现气候目标。因此,在航空业中大规模使用可持续航空燃料(SAF)已被列入监管政策的首要议程。然而,要以合理的成本生产和分配 SAF,建设相应规模的基础设施和供应链仍面临挑战。目前,欧洲航空公司消耗的燃料中仅有 1% 掺入了可持续航空燃料。本文研究了当前 SAF 的生产途径、环境效益以及最新文献中的燃料价格估算。此外,本文还研究了政府、监管机构和行业协会就不同地区市场的掺混规定所制定的监管政策。最后,作者对不同类型的 SAF 的最低销售价格进行了统计分析,并讨论了它们各自的可用性。
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引用次数: 0
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Journal of Air Transport Management
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