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An analysis of flight Quick Access Recorder (QAR) data and its applications in preventing landing incidents

机译:飞行快速访问记录器(QAR)数据分析及其在防止降落事故中的应用

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A long landing is one type of flight incident that will multiply the risk of a runway excursion. It occurs frequently but receives little attention in research due to difficulty in obtaining the real flight data. The aim of this paper is to discover key flight parameter features of long landing incidents by analyzing Quick Access Recorder (QAR) data and put forward prevention measures from the perspective of pilot operation at the same time. First, 73 flight performance parameter variables and 4 operation parameter variables were defined, covering major landing stages from 1500 ft to touchdown. Then 128 cases of selected QAR data were divided into two groups according to the threshold of identifying normal and long landing. Second, each flight parameter variable of these 128 flights was compared between groups and then the logistic and linear regression models were developed respectively to further examine the links between touchdown distance and these flight parameter variables. Third, potential flight operation causing performance difference of long landing incidents was also analyzed. Finally results indicate that the period of 200 ft to touchdown is the key stage of landing and flare is the most critical operation affecting touchdown distance. It is suggested that the pilot should inspect the ratio of descent rate and groundspeed carefully at the height of 50 ft and pilot's faster and steady pulling up columns is probably helpful for an excellent flare and landing. The findings are expected to be applied into flight operation practice for further preventing long landing incidents and even the runway excursion accidents.
机译:长途着陆是一种飞行事件,它将使跑道偏移的风险成倍增加。它经常发生,但是由于难以获得真实的飞行数据而在研究中很少受到关注。本文的目的是通过分析快速访问记录器(QAR)数据来发现长距离着陆事件的关键飞行参数特征,并同时从飞行员操作的角度提出预防措施。首先,定义了73个飞行性能参数变量和4个运行参数变量,涵盖从1500英尺到着陆的主要着陆阶段。然后,根据识别正常和长时间着陆的阈值,将128例选择的QAR数据案例分为两组。其次,将这128个航班的每个航班参数变量在组之间进行比较,然后分别开发logistic和线性回归模型,以进一步检查接地距离与这些航班参数变量之间的联系。第三,还分析了导致长时间降落事件性能差异的潜在飞行操作。最终结果表明,着陆的200英尺是着陆的关键阶段,而耀斑是影响着陆距离的最关键操作。建议飞行员在50英尺高的地方仔细检查下降率与地面速度的比率,飞行员更快,更稳定地拉起立柱可能对出色的火炬着陆有帮助。这些发现有望被应用到飞行操作实践中,以进一步防止长时间的着陆事故,甚至防止跑道偏移事故。

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