利用模拟退火技术优化飞机结构和飞行轮廓

Rajkumar Pant , J.P. Fielding
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引用次数: 16

摘要

本文讨论了模拟退火在双涡桨通航者飞机概念设计与优化中的应用。支线飞机,以获得在给定阶段长度内此类飞机的最佳配置和飞行轮廓。将乘客在两个城市之间的航空旅行所产生的广义旅行成本作为最小化的目标函数。广义成本假定由四个成本项组成,即准入成本、飞行成本、时间成本和机场成本。开发了一种计算方法,用于估计短途航空旅行的这些费用项,作为17个设计变量和9个约束条件的函数。将模拟退火优化方法与该方法相结合,并以印度短途商务旅行为例进行了研究。采用一种改进的优化策略来减少所需的总计算时间。本文对实例研究的结果进行了讨论。
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Aircraft configuration and flight profile optimization using simulated annealing

This paper discusses the application of simulated annealing in the conceptual design and optimization of twin-turboprop Commuter & Regional aircraft to obtain the optimum configuration and flight profile of such aircraft for operation over a given stage length. Generalized cost of travel incurred by a passenger for air travel between two cities is considered as the objective function to be minimized. Generalized cost is assumed to consist of four cost terms, viz., access cost, flight cost, time cost and airport cost. A computational methodology was developed for the estimation of these cost terms for short-haul air travel, as a function of 17 design variables and nine constraints. A simulated annealing optimization method was coupled to this methodology and a case study for short-haul business travel in India was carried out. A modified optimization strategy was adopted to reduce the overall computation time required. The results obtained in this case study are discussed in the paper.

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