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Conflict-free time-based trajectory planning for aircraft taxi automation with refined taxiway modeling

机译:飞机滑行自动化的无冲突基于时间的轨迹规划,具有完善的滑行道建模

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摘要

To mitigate airport congestion caused by increasing air traffic demand, the trajectory-based surface operations concept has been proposed to improve surface movement efficiency while maintaining safety. It utilizes decision support tools to provide optimized time-based trajectories for each aircraft and uses automation systems to guide surface movements and monitor their conformance with assigned trajectories. Whether the time-based trajectories can be effectively followed so that the expected benefits can be guaranteed depends firstly on whether these trajectories are realistic. So, this paper first deals with the modeling biases of the network model typically used for taxi trajectory planning via refined taxiway modeling. Then it presents a zone control-based dynamic routing and timing algorithm upon the refined taxiway model to find the shortest time taxi route and timings for an aircraft. Finally, the presented algorithm is integrated with a sequential planning framework to continuously decide taxi routes and timings. Experimental results demonstrate that the solution time for an aircraft can be steadily around a few milliseconds with timely cleaning of expired time windows, showing potential for real-time decision support applications. The results also show the advantages of the proposed methodology over existing approaches. Copyright (c) 2015 John Wiley & Sons, Ltd.
机译:为了减轻因空中交通需求增加而引起的机场拥堵,提出了基于轨迹的地面操作概念,以提高地面移动效率,同时保持安全性。它利用决策支持工具为每架飞机提供优化的基于时间的轨迹,并使用自动化系统来引导地面运动并监控其与指定轨迹的一致性。是否可以有效地遵循基于时间的轨迹,以便可以保证预期的利益,首先取决于这些轨迹是否现实。因此,本文首先通过精细的滑行道建模处理通常用于滑行轨迹规划的网络模型的建模偏差。然后,在改进的滑行道模型上提出了一种基于区域控制的动态路由和计时算法,以找到飞机的最短时间滑行路线和计时。最后,所提出的算法与顺序计划框架集成在一起,以连续确定出租车路线和时间。实验结果表明,通过及时清理过期时间窗口,飞机的求解时间可以稳定地保持在几毫秒左右,这显示了实时决策支持应用程序的潜力。结果还显示了所提出的方法相对于现有方法的优势。版权所有(c)2015 John Wiley&Sons,Ltd.

著录项

  • 来源
    《Journal of Advanced Transportation》 |2016年第3期|326-347|共22页
  • 作者单位

    Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, 29 Jiangjun Rd, Nanjing 211106, Jiangsu, Peoples R China;

    Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, 29 Jiangjun Rd, Nanjing 211106, Jiangsu, Peoples R China;

    Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, 29 Jiangjun Rd, Nanjing 211106, Jiangsu, Peoples R China;

    Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, 29 Jiangjun Rd, Nanjing 211106, Jiangsu, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    airport ground movement; time-based trajectory; taxiway modeling; conflict avoidance; zone control; sequential planning;

    机译:机场地面运动;基于时间的轨迹;滑行道建模;避免冲突;区域控制;顺序规划;
  • 入库时间 2022-08-18 01:11:47

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