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By Schedule or On-Demand? - A Hybrid Operational Concept for Urban Air Mobility Services

机译:按计划还是按需? -城市空中交通服务的混合运营概念

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Recent advancements in aircraft technology, aviation concepts, and airspace management made by the collective effort of industry, government, and academia have set the stage for a new transportation mode called Urban Air Mobility (UAM). Attracted by the potentially large commuter and personal air travel market, companies such as Uber and Airbus are working towards launching their UAM services in near future. As the type of fleet deployed and the nature of operations in UAM are inherently different than ground-based transportation, new concepts and procedures are currently being developed to ensure safety and efficiency of such operations which will take place alongside traditional aviation. Additionally, new models of operations management are needed to support strategic and tactical decision making of the service providers, such as scheduling, dispatching and fleet planning, for maximizing their preferred objectives. Although such models will be critical to the success of the enterprise, no research, to the best of our knowledge, has yet been conducted on developing these models. Taking into account the unique set of operational constraints associated with UAM services, this paper proposes mathematical models for commercial transport service providers to decide which type of scheduling to offer, how to dispatch the fleet and schedule operations, based on simulated market demand, such that profit is maximized. The optimal fleet size can also be determined using the models. Three different settings of services - on-demand service, scheduled service, and a mix of both services (hybrid operations) - are modeled for carrying out a comparative analysis of the different forms of operations based on metrics such as fraction of total demand served and profit.
机译:在工业界,政府和学术界的共同努力下,飞机技术,航空概念和空域管理方面的最新进展为称为城市空气流动性(UAM)的新运输模式奠定了基础。受到潜在的通勤和个人航空旅行市场的吸引,Uber和空中客车等公司正在努力在不久的将来推出其UAM服务。由于部署的机队类型和UAM的运营性质与地面运输本质上不同,因此,目前正在开发新的概念和程序以确保此类运营的安全性和效率,这将与传统航空一起进行。此外,需要新的运营管理模型来支持服务提供商的战略和战术决策,例如日程安排,调度和机队计划,以最大化其首选目标。尽管此类模型对于企业的成功至关重要,但据我们所知,尚未进行任何有关开发这些模型的研究。考虑到与UAM服务相关的一组独特的运营约束,本文提出了数学模型,供商业运输服务提供商基于模拟的市场需求来决定要提供的调度类型,如何调度车队和调度运营,从而利润最大化。最佳船队规模也可以使用模型确定。对三种不同的服务设置进行了建模:按需服务,计划服务以及两种服务的混合(混合操作),以便根据指标(例如服务的总需求量和服务需求量的百分比)对不同形式的操作进行比较分析。利润。

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