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Modeling Passengers Boarding in Aircraft Using Cellular Automata

机译:使用元胞自动机对飞机上的乘客进行建模

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Aircraft are profitable to their owners as long as they are in the air transporting passengers to their destinations;therefore it is vital to minimize as much as possible their preparation time on the ground.In this paper we simulate different boarding strategies with the help of a model based on cellular automata parallel computational tool,attempting to find the most efficient way to deliver each passenger to her/his assigned seat.Two seat arrangements are used,a small one based on Airbus A320/ Boeing 737 and a larger one based on Airbus A380/ Boeing777-300.A wide variety of parameters,including time delay for luggage storing,the frequency by which the passengers enter the plane,different walking speeds of passengers depending on sex,age and height,and the possibility of walking past their seat,are simulated in order to achieve realistic results,as well as monitor their effects on boarding time.The simulation results indicate that the boarding time can be significantly reduced by the simple grouping and prioritizing of passengers.In accordance with previous papers and the examined strategies,the outside-in and reverse pyramid boarding methods outperform all the others for both the small and large airplane seat layout.In the latter,the examined strategies are introduced for first time in an analogous way to the initial small seat arrangement of Airbus A320/ Boeing737 aircraft family.Moreover,since in real world scenarios,the compliance of all the passengers to the suggested group division and boarding strategy cannot be guaranteed,further simulations were conducted.It is clear that as the number of passengers disregarding the priority of the boarding groups increases,the time needed for the boarding to complete tends towards that of the random boarding strategy,thus minimizing the possible advantages gained by the proposed boarding strategies.
机译:只要飞机在空中将乘客运送到目的地,飞机便会对他们的所有者有利;因此至关重要的是,尽可能减少他们在地面上的准备时间。在本文的帮助下,我们模拟了不同的登机策略一种基于元胞自动机并行计算工具的模型,试图找到将每位乘客送至其分配座位的最有效方法。使用了两种座位安排,一种是基于空客A320 /波音737的小座位,另一种是基于空客的大座位A380 / Boeing777-300。各种各样的参数,包括行李寄存的时间延迟,乘客上飞机的频率,取决于性别,年龄和身高的乘客不同的行走速度以及走过座位的可能性为了获得逼真的结果并监视其对登机时间的影响,进行了仿真。仿真结果表明,可以通过以下方式显着减少登机时间根据先前的论文和所研究的策略,从小到大的飞机座位布局,从里到外和反向金字塔式登机方法要优于其他所有方法。第一次类似于空客A320 /波音737飞机系列的初始小型座位安排。此外,由于在实际情况下,无法保证所有乘客都符合建议的分组和登机策略,因此进行了进一步的模拟。显然,随着不考虑登机组优先级的乘客数量的增加,完成登机所需的时间趋向于随机登机策略,从而使拟议的登机策略可能获得的优势最小化。

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