使用模拟工具评估机场流程的效率和可靠性

IF 2.2 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2021-09-03 DOI:10.17531/ein.2021.4.8
P. Gołda, T. Zawisza, M. Izdebski
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引用次数: 8

摘要

本文的目的是利用仿真工具评估机场流程的效率。已对有关机场程序在可靠性方面,特别是在停机坪内的可靠性方面的表现的若干科学研究进行了严格审查。所开发的决策模型根据飞机在预定着陆时间之前或之后着陆的相关处罚最小化来评估机场流程的效率。该模型考虑了飞机起飞和降落以及连续飞机之间的分离时间等因素。为了验证决策模型的正确性,开发了一个基于遗传算法的仿真工具来支持机场运营实施中的决策。提出了一种适用于机坪上飞机运动路线确定的遗传算法及交叉和变异算子结构的新发展。在实际输入数据上对所开发的仿真工具进行了验证。
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Evaluation of efficiency and reliability of airport processes using simulation tools
The purpose of this paper is to evaluate the efficiency of airport processes using simulation tools. A critical review of selected scientific studies relating to the performance of airport processes with respect to reliability, particularly within the apron, has been undertaken. The developed decision-making model evaluates the efficiency of airport processes in terms of minimizing penalties associated with aircraft landing before or after the scheduled landing time. The model takes into account, among other things, aircraft take-offs and landings and separation times between successive aircraft. In order to be able to verify the correctness of the decision-making model, a simulation tool was developed to support decision making in the implementation of airport operations based on a genetic algorithm. A novel development of the structure of a genetic algorithm as well as crossover and mutation operators adapted to the determination of aircraft movement routes on the apron is presented. The developed simulation tool was verified on real input data.
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来源期刊
CiteScore
5.70
自引率
24.00%
发文量
55
审稿时长
3 months
期刊介绍: The quarterly Eksploatacja i Niezawodność – Maintenance and Reliability publishes articles containing original results of experimental research on the durabilty and reliability of technical objects. We also accept papers presenting theoretical analyses supported by physical interpretation of causes or ones that have been verified empirically. Eksploatacja i Niezawodność – Maintenance and Reliability also publishes articles on innovative modeling approaches and research methods regarding the durability and reliability of objects.
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