中国安全科学学报 ›› 2025, Vol. 35 ›› Issue (3): 60-68.doi: 10.16265/j.cnki.issn1003-3033.2025.03.0649

• 安全工程技术 • 上一篇    下一篇

面向TBO的四维航迹过点控制方法

王岩韬(), 张忝闻, 时统宇**()   

  1. 中国民航大学 空中交通管理学院,天津 300300
  • 收稿日期:2024-10-30 修回日期:2024-12-27 出版日期:2025-03-28
  • 通信作者:
    ** 时统宇(1988—),男,河北张家口人,博士,讲师,主要从事民航运行风险管控方面的研究。E-mail:
  • 作者简介:

    王岩韬 (1982—),男,吉林磐石人,硕士,教授,主要从事航班运行安全与优化研究。E-mail:

  • 基金资助:
    国家自然科学基金资助(U1933103); 中央高校基本科研业务费专项项目(3122019130)

Four-dimensional trajectory point control method for TBO

WANG Yantao(), ZHANG Tianwen, SHI Tongyu**()   

  1. College of Air Traffic Management, Civil Aviation University of China, Tianjin 300300, China
  • Received:2024-10-30 Revised:2024-12-27 Published:2025-03-28

摘要:

为满足基于航迹运行(TBO)未来运行模式需求,提高空中交通安全与效率,获得可执行的多点控制四维航迹结果,首先,分别建立大气环境模型、航空器质点平动模型和航空器性能模型,构建四维航迹基础动力学模型;然后,采用Simulink搭建四维航迹仿真模型,验证基础动力学模型的可执行性;其次,以参考航迹为目标,构建最优控制理论框架的四维航迹过点控制模型,采用Radau伪谱法,将航迹过点控制问题转化为非线性规划问题(NLP);最后,对比分析历史航班快速存取记录器(QAR)数据。结果表明:仿真结果中的速度和质量与QAR记录的偏差为0,经纬度、高度的误差中值分别为0.000 11°、0.001 2°、19.24 m,均满足安全间隔要求;计算航迹在选定关键点的位置、时间、航向角等关键参数偏差为0,在65 min航段中可实现严格控制过点13个。

关键词: 基于航迹运行(TBO), 四维航迹, 过点控制, 动力学, 快速存取记录器(QAR), 航空器

Abstract:

To meet the requirements of the future Trajectory-Based Operation (TBO) mode, improve air traffic safety and efficiency, and obtain executable four-dimensional (4D) trajectory results with multi-point control, this study first established a fundamental 4D trajectory dynamics model by integrating atmospheric environment modeling, aircraft point-mass motion modeling, and performance modeling. Subsequently, a 4D trajectory simulation framework was developed using Simulink to validate the executability of the fundamental dynamics model. Following this, an optimal control-based 4D trajectory waypoint control model was constructed with reference trajectories as optimization targets, where the waypoint control problem was transformed into a nonlinear programming problem through the Radau pseudospectral method. Finally, comparative analyses were conducted using historical flight data from QAR. Results demonstrate that the simulated velocity and mass parameters exhibit zero deviation from QAR records, while median errors in longitude, latitude, and altitude are 0.000 11°, 0.001 2°, and 19.24 m, respectively, all satisfying safety separation requirements. Critical parameters including position, time, and heading angle at selected waypoints showed zero deviation. Notably, strict control of 13 waypoints is achieved within a 65-minute flight segment.

Key words: trajectory based operation(TBO), four-dimensional trajectory, crossing-point control, dynamics, quick access recorder(QAR), aircraft

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