Flight Conflict Resolution and Trajectory Recovery Through Mixed Integer Nonlinear Programming Based on Speed and Heading Angle Change

IF 1.6 4区 工程技术 Q3 ENGINEERING, CIVIL Transportation Research Record Pub Date : 2023-09-30 DOI:10.1177/03611981231186602
Xiaoqin Liu, Gang Xiao
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Abstract

A scheme for conflict resolution with trajectory recovery is proposed to solve the problem of multi-aircraft flight conflict. First, the conflict resolution problem is modeled as an optimal control problem. The weighted sum of the speed change and the heading angle change is defined as the objective function. The limitations of distance, aircraft performance, and route width are taken as constraints. Second, the optimization problem is resolved by mixed integer nonlinear programming. Conflict resolution with trajectory recovery is then achieved by speed and heading angle changing three times based on the optimal solution; whether the speed and heading angle need to be changed depends on the corresponding weight coefficients in the objective function. Finally, the applicability and superiority of the designed conflict resolution scheme are verified, which is of great significance to the application of conflict resolution with trajectory recovery schemes in automated air traffic control systems.
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基于速度和航向角变化的混合整数非线性规划飞行冲突解决与轨迹恢复
针对多机飞行冲突问题,提出了一种带轨迹恢复的冲突解决方案。首先,将冲突解决问题建模为最优控制问题。将速度变化和航向角变化的加权和定义为目标函数。以距离限制、飞机性能限制和航路宽度限制为约束条件。其次,采用混合整数非线性规划方法求解优化问题。在最优解的基础上,通过速度和航向角的三次变化,实现冲突解决和轨迹恢复;是否需要改变航速和航向角取决于目标函数中相应的权系数。最后,验证了所设计的冲突解决方案的适用性和优越性,对轨道恢复冲突解决方案在空中交通管制自动化系统中的应用具有重要意义。
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来源期刊
Transportation Research Record
Transportation Research Record 工程技术-工程:土木
CiteScore
3.20
自引率
11.80%
发文量
918
审稿时长
4.2 months
期刊介绍: Transportation Research Record: Journal of the Transportation Research Board is one of the most cited and prolific transportation journals in the world, offering unparalleled depth and breadth in the coverage of transportation-related topics. The TRR publishes approximately 70 issues annually of outstanding, peer-reviewed papers presenting research findings in policy, planning, administration, economics and financing, operations, construction, design, maintenance, safety, and more, for all modes of transportation. This site provides electronic access to a full compilation of papers since the 1996 series.
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