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Coupled Optimization of Aircraft Design and Fleet Allocation with Uncertain Passenger Demand

机译:不确定乘客需求的飞机设计和机队分配优化

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The design of future aircraft takes into great consideration the current market requirements and future needs of potential operators. In spite of such efforts, the design of new aircraft and the assignment of these aircraft to a specific route in the operator's network are loosely coupled. This results in many aircraft operating on routes with significantly lower ranges than the design range of the aircraft and potential operational inefficiencies. In addition, increasing air traffic demand and the resulting climate impact of aircraft are of growing public concern. Reductions in future climate impact from air transportation require not only the design of efficient new individual aircraft, but also consideration of the operations of these aircraft during the design stage. This paper describes a multi-disciplinary design optimization approach for the coupled optimization of aircraft and the simultaneous allocation of these aircraft types to routes in an operator's network with uncertain passenger demand. The uncertainty characteristics of trip-demand for the routes in the network are considered to ensure the efficient utilization of these aircraft in the given network and to explore the effects of future trends in commercial aviation in terms of environmental considerations. The uncertainty characteristics of passenger demand are included in the allocation optimization problem through the use of discrete time simulation of the operations. This paper explores the potential benefits and tradeoffs in terms of environmental and cost considerations of coupling the design of new aircraft with their respective use by operators.
机译:未来飞机的设计将充分考虑当前的市场需求和潜在运营商的未来需求。尽管做出了这样的努力,但新飞机的设计以及这些飞机在运营商网络中的特定航线的分配是松散耦合的。这导致许多飞机在航线上的飞行距离大大低于飞机的设计范围,并可能导致运行效率低下。另外,日益增长的空中交通需求以及由此产生的飞机对气候的影响越来越引起公众的关注。减少航空运输对未来气候的影响,不仅需要设计高效的新飞机,而且还需要在设计阶段考虑这些飞机的运行。本文介绍了一种多学科设计优化方法,用于飞机的耦合优化以及在不确定的乘客需求的情况下,将这些飞机类型同时分配给运营商网络中的航线。考虑网络中航线的跳闸需求的不确定性特征,以确保在给定网络中有效利用这些飞机,并从环境角度考虑商业航空未来趋势的影响。通过使用操作的离散时间仿真,旅客需求的不确定性特征包括在分配优化问题中。本文从环境和成本方面探讨了将新飞机的设计与运营商各自使用结合起来的潜在收益和折衷方案。

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