关于 HL7525(KAL631)在 CEBU 机场发生的事故,ADS-B 数据能告诉我们什么?

Rossi Passarella
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引用次数: 0

摘要

本研究旨在从 HL7525 事故 ADS-B 数据档案中提取有用信息。采用的方法是探索性数据分析(EDA),该方法确保必须符合 ADS-B 数据质量标准,并将着陆位置或着陆、高度和速度数据可视化,然后与着陆阶段的飞行规则进行比较。这些标准基于确保飞机不超限的三个重要特征:着陆点、着陆速度和着陆后减速。数据分析显示,存储的 ADS-B HL7525 数据具有良好的数据质量,其中 82% 的数据符合国际民航组织标准(一级),这意味着这些数据 82% 代表了实际环境。此外,还发现飞机尝试了三次着陆,第一次和第二次尝试显示了绕场程序,第三次尝试(最后一次尝试)着陆成功,但以事故告终。根据分析结果,尽管坡角超过 30,但仍符合其中两项着陆标准,而第三项标准不符合,因为着陆后的减速过程不符合程序。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
What ADS-B Data Can Tell Us About HL7525(KAL631) Accident at the CEBU Airport
This research aims to extract useful information from the HL7525 accident ADS-B data archive. The approach used is Exploratory Data Analysis (EDA), which ensures that the ADS-B data quality standards must be met and visualizes the landing position or touchdown, altitude, and speed data, which is then compared with the flight rules for the landing phase. These criteria are based on three important characteristics that ensure the aircraft does not overrun: touchdown point, touchdown speed, and deceleration after touchdown. Data analysis revealed that the stored ADS-B HL7525 data had good data quality, falling within the ICAO standard (tier-1) for 82% of the total data, meaning that this data was 82% representative of the actual environment. In addition, it was found that the aircraft attempted three landings, with the first and second attempts showing the go-around procedure, and the third attempt (the final attempt) landing successfully but ending in an accident. Based on the analysis results, two of the landing criteria were met even though the slope angle exceeded 30, and the third criterion was not met because the deceleration process after touchdown was not in accordance with the procedure.
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