Untangling Complexity in ASEAN Air Traffic Management through Time-Varying Queuing Models

IF 2.1 3区 工程技术 Q2 ENGINEERING, AEROSPACE Aerospace Pub Date : 2023-12-22 DOI:10.3390/aerospace11010011
Eri Itoh, Koji Tominaga, Michael Schultz, Vu N. Duong
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Abstract

Free route airspace allows airspace users to freely plan a route in en-route airspaces within certain restrictions. It is anticipated to offer the benefit of fuel saving and operational flexibility. Regarding its efficient implementation into the ASEAN airspace, the key challenge would be reducing hotspots with clusters of potential conflicts. This paper designed a time-varying queuing network model, which contributed to untangle trajectory complexity in the most congested hotspot area. A series of fast-time simulation experiments were conducted to identify hotspots in en-route airspace in Singapore FIR. The application of departure time control using time-varying queuing networks successfully reduced up to 45% of potential conflicts. This was achieved within an average delay of 30 min by controlling time of less than 60% of candidate flights. The original contribution of this paper is to develop a novel modeling and simulation framework for composing ideal air traffic patterns. Lastly, we discussed the extension of this study toward a generalized application of the proposed approach in future air traffic management.
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通过时变排队模型解开东盟空中交通管理的复杂性
自由航路空域允许空域用户在一定的限制范围内自由规划在途空域的航路。预计它将带来节省燃料和操作灵活性的好处。要在东盟空域有效实施自由航路,关键的挑战在于减少潜在冲突的热点地区。本文设计了一个时变排队网络模型,有助于消除最拥堵热点区域的轨迹复杂性。本文进行了一系列快速时间模拟实验,以确定新加坡飞行情报区内航线空域的热点区域。利用时变队列网络进行离港时间控制,成功减少了高达 45% 的潜在冲突。通过控制不到 60% 候选航班的时间,在平均 30 分钟的延误时间内实现了这一目标。本文的原创性贡献在于为组成理想的空中交通模式开发了一个新颖的建模和仿真框架。最后,我们讨论了本研究在未来空中交通管理中的推广应用。
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来源期刊
Aerospace
Aerospace ENGINEERING, AEROSPACE-
CiteScore
3.40
自引率
23.10%
发文量
661
审稿时长
6 weeks
期刊介绍: Aerospace is a multidisciplinary science inviting submissions on, but not limited to, the following subject areas: aerodynamics computational fluid dynamics fluid-structure interaction flight mechanics plasmas research instrumentation test facilities environment material science structural analysis thermophysics and heat transfer thermal-structure interaction aeroacoustics optics electromagnetism and radar propulsion power generation and conversion fuels and propellants combustion multidisciplinary design optimization software engineering data analysis signal and image processing artificial intelligence aerospace vehicles'' operation, control and maintenance risk and reliability human factors human-automation interaction airline operations and management air traffic management airport design meteorology space exploration multi-physics interaction.
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