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Methodology for Collision Risk Assessment of an Airspace Flow Corridor Concept.

机译:空域流动走廊概念碰撞风险评估的方法。

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摘要

This dissertation presents a methodology to estimate the collision risk associated with a future air-transportation concept called the flow corridor. The flow corridor is a Next Generation Air Transportation System (NextGen) concept to reduce congestion and increase throughput in en-route airspace. The flow corridor has the potential to increase throughput by reducing the controller workload required to manage aircraft outside the corridor and by reducing separation of aircraft within corridor. The analysis in this dissertation is a starting point for the safety analysis required by the Federal Aviation Administration (FAA) to eventually approve and implement the corridor concept.;This dissertation develops a hybrid risk analysis methodology that combines Monte Carlo simulation with dynamic event tree analysis. The analysis captures the unique characteristics of the flow corridor concept, including self-separation within the corridor, lane change maneuvers, speed adjustments, and the automated separation assurance system. Monte Carlo simulation is used to model the movement of aircraft in the flow corridor and to identify precursor events that might lead to a collision. Since these precursor events are not rare, standard Monte Carlo simulation can be used to estimate these occurrence rates. Dynamic event trees are then used to model the subsequent series of events that may lead to collision. When two aircraft are on course for a near-mid-air collision (NMAC), the on-board automated separation assurance system provides a series of safety layers to prevent the impending NNAC or collision. Dynamic event trees are used to evaluate the potential failures of these layers in order to estimate the rare-event collision probabilities.;The results show that the throughput can be increased by reducing separation to 2 nautical miles while maintaining the current level of safety. A sensitivity analysis shows that the most critical parameters in the model related to the overall collision probability are the minimum separation, the probability that both flights fail to respond to traffic collision avoidance system, the probability that an NMAC results in a collision, the failure probability of the automatic dependent surveillance broadcast in receiver, and the conflict detection probability.
机译:本文提出了一种估计与未来的空中运输概念-流动走廊相关的碰撞风险的方法。流动走廊是下一代航空运输系统(NextGen)的概念,可减少拥挤并增加途中空域的吞吐量。流动通道有潜力通过减少管理通道外飞机所需的控制器工作量以及减少通道内飞机的间隔来提高吞吐量。本文的分析是联邦航空局(FAA)最终批准并实施走廊概念所需的安全分析的起点。本论文开发了一种将Monte Carlo模拟与动态事件树分析相结合的混合风险分析方法。 。分析捕获了流动通道概念的独特特征,包括通道内的自动分离,变道操纵,速度调节和自动分离保证系统。蒙特卡洛模拟用于对飞机在流动通道中的运动进行建模,并识别可能导致碰撞的前兆事件。由于这些前兆事件并不罕见,因此可以使用标准的蒙特卡洛模拟来估计这些发生率。然后,将动态事件树用于为可能导致碰撞的后续事件建模。当两架飞机在航向进行近空中碰撞(NMAC)时,机载自动隔离保证系统可提供一系列安全层,以防止即将发生的NNAC或碰撞。动态事件树用于评估这些层的潜在故障,以估计罕见事件的碰撞概率。结果表明,在保持当前安全水平的前提下,可以通过将间隔减小到2海里来增加吞吐量。敏感性分析表明,与总体碰撞概率相关的模型中最关键的参数是最小间隔,两次飞行均无法响应交通避撞系统的概率,NMAC导致碰撞的概率,失效概率接收机中的自动相关监视广播的性能以及冲突检测概率。

著录项

  • 作者

    Zhang, Yimin.;

  • 作者单位

    George Mason University.;

  • 授予单位 George Mason University.;
  • 学科 Operations Research.;Engineering Aerospace.;Transportation.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 133 p.
  • 总页数 133
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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