• 제목/요약/키워드: Go-Around Procedure

검색결과 5건 처리시간 0.023초

QAR 데이터기반 XGBoost 모델링을 활용한 복행 후 항공기 동적 반응 및 안정성 연구 (A Study on Aircraft Dynamic Response and Stability After Go-Around Using XGBoost Modeling Based on QAR Data)

  • 전제형;김현덕
    • 한국항공운항학회지
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    • 제32권3호
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    • pp.44-52
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    • 2024
  • The go-around procedure plays a crucial role in aviation safety, allowing pilots to abort unsafe landings and attempt a new approach. While existing studies have primarily focused on predicting the onset of go-arounds, relatively little attention has been paid to evaluating aircraft stability and performance after a go-around has been initiated. This study aims to address this gap by systematically assessing the dynamic response and stability of aircraft following a go-around using Quick Access Recorder (QAR) data. The methodology involves classifying go-around events into 'near-ground' and 'at-altitude' categories, and analyzing changes in pitch, descent rate, engine performance, and environmental factors after the initiation of the go-around to evaluate its stability and efficiency. The XGBoost machine learning algorithm is employed to model the aircraft's response post go-around and to predict stability across various go-around scenarios. The findings from this study provide insights that can enhance the safety and efficiency of go-around procedures through systematic analysis of QAR data, contributing to improvements in operational protocols and pilot training programs.

비행 데이터 분석 기반의 불안정 접근 경감방안 (Unstable Approach Mitigation Based on Flight Data Analysis)

  • 김현덕
    • 한국항행학회논문지
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    • 제25권1호
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    • pp.52-59
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    • 2021
  • IATA (International Air Transport Assosiation)의 운송용 항공기 사고 집계에 의하면, 사고 건의 61%가 비행의 접근 및 착륙단계에서 발생 되었으며, 이중 항공기의 불안정한 접근으로 인한 사고가 16%인 것으로 파악되었다. 이는 조종사의 불안정한 접근 및 수정 조작 미흡에 따른 복행을 시행하지 않고, 무리하게 접근을 지속하여 사고로 이어진 것으로 식별되었다. 불안정 접근의 원인으로는 공항의 접근 절차, 조종사의 실수, 잘못된 계획, 업무 부하 (workload), ATC (Air Traffic Control) 혼잡 등 다양하게 있을 수 있다. 본 연구에서는 비행 데이터 분석 시스템을 활용하여, 불안정 접근 이벤트가 반복해서 발생하는 국내의 사례 공항과 기종을 선정하여, 주요 발생 이벤트, 공항 접근 절차, 조종사의 조작 뿐만이 아니라 공항의 기상, 지리적 여건 등 다양한 환경적 요인을 포함한 비행 데이터 분석을 통해 불안정 접근 이벤트의 경향성과 발생 원인 및 위험 요소를 식별하고 제거하여 불안정 접근 이벤트의 경감조치 및 항행 안전 증진 방안 마련의 시사점을 도출하고자 한다.

결함 추적 시스템에 의한 소프트웨어 결함 분석 및 관리기법 연구 (A Study on Software Fault Analysis and Management Method using Defect Tracking System)

  • 문영준;류성열
    • 정보처리학회논문지D
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    • 제15D권3호
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    • pp.321-326
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    • 2008
  • 프로젝트 진행중에 발견하지 못한 결함이 소프트웨어 개발 완료 후 유지보수 단계에서 발견되는 경우가 많이 있다. 유지보수 단계에서 결함의 발생 빈도가 높을수록 비용은 증가하고 품질은 저하되며 고객의 신뢰성을 떨어뜨린다. 결함은 조직에서 발생에 대한 원인 분석 및 프로세스 개선이 지속적으로 이루어지지 않으면 감소하지 않는다. 본 논문에서는 파레토 법칙에 따라 결함은 이미 발생된 유형이 반복되어 전체 결함 유형의 대부분을 차지한다는 점에 감안하여 DTS를 구현하였다. DTS는 유지보수 단계에서 과거에 발생했던 결함 유형의 이력을 바탕으로 결함의 원인을 추적하여 개발자, 운영자 및 유지보수 담당자에게 개선을 위한 근본 데이터를 제공함으로써 같은 유형의 결함이 반복적으로 발생하지 않도록 최대한 지원해 준다. DTS의 기본 활동은 프로그램의 결함유형 분석 및 측정 지표를 제공하고, 프로그램별 결함 유형을 집계한다. 이렇게 측정된 결함의 유형 사례를 해당 업무 팀에서 확인함으로써 지속적으로 결함을 개선할 수 있도록 지원한다. W사의 프로그램 형상관리 시스템에서 DTS를 구현하고 적용한 결과 약 65%정도의 결함이 개선되었다.

Developing a semi-automatic data conversion tool for Korean ecological data standardization

  • Lee, Hyeonjeong;Jung, Hoseok;Shin, Miyoung;Kwon, Ohseok
    • Journal of Ecology and Environment
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    • 제41권3호
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    • pp.78-84
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    • 2017
  • Recently, great demands are rising around the globe for monitoring and studying of long-term ecological changes. To go with the stream, many researchers in South Korea have attempted to share and integrate ecological data for practical use. Although some achievements were made in the meantime, we still have to overcome a big obstacle that existing ecological data in South Korea are mostly spread all over the country in various formats of computer files. In this study, we aim to handle the situation by developing a semi-automatic data conversion tool for Korean ecological data standardization, based on some predefined protocols for ecological data collection and management. The current implementation of this tool works on only five species (libythea celtis, spittle bugs, mosquitoes, pinus, and quercus mongolica), helping data managers to quickly and efficiently obtain a standardized format of ecological data from raw collection data. With this tool, the procedure of data conversion is divided into four steps: data file and protocol selection step, species selection step, attribute mapping step, and data standardization step. To find the usability of this tool, we utilized it to conduct the standardization of raw five species data collected from six different observatory sites of Korean National Parks. As a result, we could obtain a common form of standardized data in a relatively short time. With the help of this tool, various ecological data could be easily integrated into the nationwide common platform, providing broad applicability towards solving many issues in ecological and environmental system.

부자(附子)의 경구투여(經口投與)가 RAT의 척수손상(脊髓損傷)에 미치는 영향(影響) 및 비교(比較) (The Effects of Radix aconiti on the Contraction of Rat's Spinal Cord Injury)

  • 이건목;김경식;이강창
    • Journal of Acupuncture Research
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    • 제15권2호
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    • pp.105-116
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    • 1998
  • Purpose In this study, We observed the recovery process in the ability to move in the hind limbs of the rats whose spinal cord injuries were treated by Radix acouniti(RA). The purpose of this study is to see the effects of Radix acouniti(RA) water extract on the contraction of rat's spinal cord injury. Procedure First, the rats were subjected to hemisectional spinal cord injuries by a scalpel blade. Those rats, then, were divided into three groups: Sham operated rats group and the experimental group, which received the Radix acouniti(RA) water extract, and the control group, which had no treatment. Their recovery in the ability to walk was observed by the Open Field Test (OFT) for 14 days after the injuries. Method The OFT was applied at four points: the hip, knee, ankle joint, and the tail. Each joint was given a movement rating of from 0 to 3, depending on the amount of movement. A movement rating of 0 designates no movement, a 1 designates slight movement, a 2 designates increased movement, and a 3 designates active movement. Slight movement is defined as a joint displaying less than or equal to 30% of that joint range, increased movement is displaying less than or equal to 60% of that joint's range, and active movement is greater than or equal to 90% of that joint's range. Tail movement is also graded on a scale of 0 to 3. A rating of 0 indicates that the tail is down 100% of the time, one of 1 indicates that the tail is down more than 10%, one of 2 shows that the tail is down less than 50% but more than 10% of the time, and one of 3 shows that the tail is down less than 10% of the time. All four ratings were added together and then averaged to arrive at a single score. Results The sham group which did not go through spinal cord injuries showed near normal results on all 3 joints and tail from right after the operation, which one would expect. The RA oral application group showed more effective recovery of movememt function than the control group around 4 days after the spinal cord injuries. However, after 14 days, both groups displayed almost the same degree of movement recovery. The results of this study are summarized as follows: 1. After 14days the spinal cord injuries, movement was recovered in sham operated group, control group, and experimented group in the hip, the knee, the tail and then the ankle of rats, in that order. 2. Around 7 days after the spinal cord injuries, the experimental group proved the effectiveness of the therapy in terms of movement recovery. 3. The level of ALT, ALP, AST in RA treated group was slightly increased. 4. The level of BUN and creatinine in RA treated group was slightly increased. The above results indicate that RA therapy at an early stage can bring about better movement recovery in patients with spinal cord injuries from traffic accidents or industrial disasters. But there is apparent side effect of RA on clinical, therefore the study on this should be continued.

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