Impact of Automation on General Aviation Rotorcraft Mishaps: A Human Factors Analysis

驾驶舱 自动化 航空 航空安全 人为错误 航空学 航空事故 工程类 工作量 风险分析(工程) 运输工程 可靠性工程 计算机安全 计算机科学 运筹学 医学 机械工程 操作系统 航空航天工程
作者
Mattie N. Milner,J. Christopher Brill,Stephen Rice
标识
DOI:10.1109/aero47225.2020.9172643
摘要

As technology continues to advance, the aviation industry has seen an exponential growth in `glass cockpits,' representing increasing adoption of automated systems in the cockpit. Although automation can relieve pilot workload and increases safety, inaccurate or inappropriate use of automation can also contribute to potentially fatal mishaps. The purpose of this study was to identify general aviation rotorcraft accidents caused by negative automation events and conduct a human factors analysis to determine additional influential factors. Using archival data from the National Transportation Safety Board (NTSB), over 3,000 rotorcraft mishaps were examined for their contributory and causal factors. To help maintain objectivity, only cases with `Probable Cause' or `Final Report' were considered, as these contained contributory and causal factors identified by accident investigation experts. Using the Human Factors Analysis and Classification System (HFACS), researchers identified additional errors contributing to the accident and the specific type of automation event. Analysis of the mishap data revealed that 24% of all mishaps resulted in a fatality. Furthermore, 17 cases were identified as having experienced a negative automation event that significantly contributed to the mishap. Overall, automation seems to benefit pilots; however, because automated systems are designed by humans, error is a nearly unavoidable, intrinsic part of the system. Although it is often impossible to know the precise cause of these mishaps, automation events are significantly contributing to rotorcraft mishap fatalities. Pilots tend to over-rely on the automation to either provide them with the appropriate information and/or take the appropriate corrective action. When the automation does not respond appropriately/accurately, pilots are unable to handle the degrading scenario. Automation is often seen as a solution to human error and inefficiency, so it is implemented without fully understanding its impact on the user and the system as a whole. The current study provides insight into pilots' relationships with automation and the ensuing consequences.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
CodeCraft应助fengliurencai采纳,获得10
刚刚
Jenny发布了新的文献求助10
刚刚
刚刚
1秒前
1秒前
传统的雨文完成签到,获得积分10
1秒前
七窍通了六窍完成签到 ,获得积分10
2秒前
Chan完成签到,获得积分10
2秒前
咚咚发布了新的文献求助10
2秒前
妍妍发布了新的文献求助10
2秒前
以戈完成签到 ,获得积分10
3秒前
3秒前
whatever应助眼睛大大炮采纳,获得20
3秒前
3秒前
5秒前
5秒前
5秒前
一二三木偶人完成签到,获得积分10
5秒前
vuig发布了新的文献求助10
6秒前
端庄不愁发布了新的文献求助10
6秒前
123456发布了新的文献求助10
6秒前
Pshan完成签到,获得积分10
7秒前
JamesPei应助Yhcir采纳,获得10
7秒前
7秒前
拼搏老鼠完成签到,获得积分10
7秒前
酷酷水壶完成签到,获得积分10
8秒前
0per发布了新的文献求助10
8秒前
9秒前
9秒前
10秒前
Lau完成签到 ,获得积分10
10秒前
HonglinGao发布了新的文献求助10
10秒前
寂寞的小夏完成签到,获得积分10
11秒前
yu_xie完成签到,获得积分10
12秒前
12秒前
la完成签到,获得积分10
12秒前
深情安青应助星下梧桐采纳,获得10
13秒前
阿狸完成签到,获得积分10
14秒前
西大喜完成签到,获得积分10
14秒前
高分求助中
Evolution 10000
Sustainability in Tides Chemistry 2800
юрские динозавры восточного забайкалья 800
English Wealden Fossils 700
A new species of Coccus (Homoptera: Coccoidea) from Malawi 500
A new species of Velataspis (Hemiptera Coccoidea Diaspididae) from tea in Assam 500
Diagnostic immunohistochemistry : theranostic and genomic applications 6th Edition 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3155576
求助须知:如何正确求助?哪些是违规求助? 2806779
关于积分的说明 7870685
捐赠科研通 2465047
什么是DOI,文献DOI怎么找? 1312118
科研通“疑难数据库(出版商)”最低求助积分说明 629877
版权声明 601892