A Monte Carlo approach for capacity and delay analyses of multiple interacting airports in Istanbul metroplex

Z. Kaplan, C. Çetek
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Abstract

The Istanbul metroplex airspace, home to Atatürk (LTBA), Sabiha Gökçen (LTFJ), and Istanbul (LTFM) international airports, is a critical hub for international travel, trade and commerce between Europe and Asia. The high air traffic volume and the proximity of multiple airports make air traffic management (ATM) a significant challenge. To better manage this complex air traffic, it is necessary to conduct detailed analyses of the capacities of these airports and surrounding airspace. In this study, Monte Carlo simulation is used to determine the ultimate and practical capacities of the airport and surrounding airspace and compare them to identify any differences or limitations. The traffic mix, runway occupancy time and traffic distribution at airspace entry points are randomised variables that directly impact airport and airspace capacities and delays. The study aims to determine the current capacities of the runways and routes in the metroplex airspace and project the future capacities with the addition of new facilities. The results demonstrated that the actual bottleneck could be experienced in airspace, rather than runways, which was the focus of the previous literature. Thus, this study will provide valuable insights for stakeholders in the aviation industry to effectively manage air traffic in the metroplex airspace and meet the growing demand.
对伊斯坦布尔都会区多个相互影响的机场进行容量和延误分析的蒙特卡罗方法
伊斯坦布尔都会区空域是阿塔图尔克(LTBA)、萨比哈-戈克岑(LTFJ)和伊斯坦布尔(LTFM)国际机场的所在地,是欧亚之间国际旅行、贸易和商业的重要枢纽。高空中交通流量和邻近的多个机场使空中交通管理(ATM)成为一项重大挑战。为了更好地管理这些复杂的空中交通,有必要对这些机场和周边空域的容量进行详细分析。本研究采用蒙特卡洛模拟法确定机场及周边空域的最终和实际容量,并对其进行比较,以确定任何差异或限制。流量组合、跑道占用时间和空域入口处的流量分布都是随机变量,直接影响机场和空域的容量和延误。研究旨在确定都会区空域跑道和航线的当前容量,并预测新增设施后的未来容量。研究结果表明,实际瓶颈可能出现在空域,而非跑道,这也是以往文献的重点。因此,这项研究将为航空业的利益相关者提供有价值的见解,以有效管理城市群空域的空中交通,满足日益增长的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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