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Effects of flare operation on landing safety: A study based on ANOVA of real flight data

机译:耀斑手术对降落安全的影响:基于真正飞行数据的ANOVA的研究

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摘要

Final approach and landing are generally defined as the two riskiest stages of flight due to their much higher accident rates than other phases. Long landings and hard landings are two kinds of abnormal events frequently occurring during the landing phase and also significantly increase the risk of landing accidents. The aim of this study was to examine the effects of pilot's critical flare operation on long and hard landing events based on real flight Quick Access Recorder (QAR) data. 293 flight QAR data samples were collected from airlines and 21 flight parameters from each sample were selected and calculated by programing. Then, an analysis of variance was carried out for finding flight parameter characteristics of abnormal landing at a flare initial point and in the whole flare process. Lastly, two regression models were developed to analyze the potential correlations between flare operations and landing performance. The study found that flare operation would greatly influence touchdown distance and touchdown vertical acceleration, the control column and throttle operation in flare would affect landing performance conjointly and pilots' quick and steady pulling up of the columns and softer throttle reduction are helpful for a better flare performance. These findings could be the basis of developing a mathematical and quantitative model for further revealing the relationships between pilot operations and landing performance, which can also be applied in practice to prevent landing incidents and even accidents.
机译:由于其比其他阶段更高的事故率,最终的方法和着陆通常被定义为最高的飞行阶段。长着陆和硬着陆是在着陆阶段经常发生的两种异常事件,并且显着增加着陆事故的风险。本研究的目的是根据真正的飞行快速接入记录仪(QAR)数据来检查飞行员临界火炬操作的影响。从航空公司收集293飞行QAR数据样本,并选择每个样品的21个飞行参数,并通过编程计算。然后,进行了差异的分析,用于在闪耀初始点和整个火炬过程中寻找异常着陆的飞行参数特征。最后,开发了两种回归模型,以分析火炬运营与着陆性能之间的潜在相关性。该研究发现,火光操作将极大地影响触达距离和触达垂直加速度,耀斑的控制柱和节气门操作会影响着陆性能,以及飞行员的快速和稳定地拉起柱子和更柔软的节流减少是有助于更好的火炬表现。这些发现可以是开发数学和定量模型的基础,以进一步揭示试点运营和着陆性能之间的关系,这也可以在实践中应用,以防止着陆事件甚至事故。

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