• 제목/요약/키워드: weather aircraft

검색결과 115건 처리시간 0.024초

머신러닝(Machine Learning) 기법을 활용한 제주국제공항의 운항 지연과의 상관관계 분석 및 지연 여부 예측모형 개발 - 기상을 중심으로 - (Development of a Prediction Model and Correlation Analysis of Weather-induced Flight Delay at Jeju International Airport Using Machine Learning Techniques)

  • 이충섭;;여혜민;김동신;백호종
    • 한국항공운항학회지
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    • 제29권4호
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    • pp.1-20
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    • 2021
  • Due to the recent rapid increase in passenger and cargo air transport demand, the capacity of Jeju International Airport has been approaching its limit. Even though in COVID-19 crisis which has started from Nov 2019, Jeju International Airport still suffers from strong demand in terms of air passenger and cargo transportation. However, it is an undeniable fact that the delay has also increased in Jeju International Airport. In this study, we analyze the correlation between weather and delayed departure operation based on both datum collected from the historical airline operation information and aviation weather statistics of Jeju International Airport. Adopting machine learning techniques, we then analyze weather condition Jeju International Airport and construct a delay prediction model. The model presented in this study is expected to play a useful role to predict aircraft departure delay and contribute to enhance aircraft operation efficiency and punctuality in the Jeju International Airport.

경량항공기 및 초경량비행장치 비행정보서비스를 위한 구성체계 연구 (The Study on Structures and Contents for Flight Information Service of Light Aircraft and Ultra-light Aircraft)

  • 최현식;문우춘
    • 한국항공운항학회지
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    • 제22권3호
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    • pp.1-7
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    • 2014
  • The base of leisure air activities are consistently expanding and its demand is expected to increase attributed to GDP growth and people's interest in its activity. Utilizing Visual Flight Rule, light sport aircrafts and ultra-light aircrafts are not under the effect of air traffic control center, which resulted in passenger injury due to emergency landing for adverse weather conditions and technical issues after pulling into mountain area, ocean and even urban area. Such events encouraged safety consciousness toward leisure aircraft activities and developing a measure to prevent a recurrence of the accident. This research focuses on suggesting compositive system for preventive safety management system by providing user based Flight information service and operating effective system, necessary for leisure aircraft activities.

Analysis of Meteorological Service Requirements for Safe Operation of Low-altitude Aircraft

  • Cho, YoungJin;Hong, SeokMin;Ku, Sungkwan
    • International Journal of Advanced Culture Technology
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    • 제6권4호
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    • pp.87-96
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    • 2018
  • Meteorological information is essential for the safe operation of aircraft. Many organizations both at home and abroad provide meteorological services for small aircraft flying at a low altitude as a part of open public service and have performed relevant studies. Recently, such a service has been expanded to an online platform in order to deliver information more efficiently. The ultimate goal of this study is to improve the meteorological service for small low-altitude aircraft that mostly travel a short distance for a short time. To achieve this goal, this study considered requirements for developing an effective information delivery system and conducted a survey of user requirements to derive the necessary information that could be used to develop a real service.

정밀접근활주로 등급 상향에 따른 편익산정에 관한 연구 (A Study for Estimation of Benefit from Upgrading Precision Approach Runway Category)

  • 김휘양;권필제;박장훈;백호종
    • 한국항공운항학회지
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    • 제27권3호
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    • pp.70-81
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    • 2019
  • The effects of weather on aircraft operations are predominant. In particular, severe weather, such as fog, strong winds, rainfall and snow, can cause delays, diversion or cancellation of operations. Of these, fog is considered the main reason for restricting aircraft operations. Meanwhile, Precision instrument approach using instrument landing system(ILS) has allowed aircraft to land safely even in situations where visibility is limited. However, the precision instrument approach require not only the performance of the aircraft but also the enhancement of the runway. In November 2018, Gimpo international Airport raised the category of the runway 14R from CAT-IIIa to CAT-IIIb to improve aviation safety and operational efficiency. Based on this, the research presented a methodology for estimating benefits according to the category upgrade of the precision approach runway, and estimated the benefits to Gimpo International Airport based on the methodology presented.

항공기 복행사례를 통한 제주국제공항 저층 윈드시어의 특징 연구 (A Study on the Characteristics of Low-Level Wind Shear at Jeju International Airport from Go-Around Flight Perspective)

  • 조진호;백호종
    • 한국항공운항학회지
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    • 제29권1호
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    • pp.1-8
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    • 2021
  • Low level wind shear, which often occurs at Jeju International Airport, is a phenomenon that occurs when the topological location and topographical characteristics of Jeju Island are combined with weather characteristics. Low level wind shears, which are caused by rapid changes in wind direction and wind speed, pose a threat to aircraft safety and also cause abnormal situations, such as aircraft go-around, diversion, and cancellation. Many meteorological studies have been conducted on weather patterns, occurrence periods and frequency of low level wind shears. However, researches related to aircraft operations are limited where here we study the similarities and differences between strong southwest winds and bidirectional tailwind type low level wind shears based on aircraft go-around cases at Jeju International Airport. The results are expected to be used to enhance safety when operating to Jeju International Airport, which includes pilot training that reflects the characteristics generated by wind changes, pilot prior notification, providing pilots with latest trends, and increasing extra fuel.

항공기 집접낙뢰에 대한 동체 구조손상 인증 (Certification of Structure Damage from Direct Lightning)

  • 이해선
    • 항공우주시스템공학회지
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    • 제6권3호
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    • pp.13-18
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    • 2012
  • Every 3000 hour an aircraft is stricken by a lightning. Also the lightning damage to the aircraft during flight are continually occurred due to extreme weather phenomena such as global warming. Under the airworthiness standards, the aircraft must be designed to protect lightning. To show compliance for lightning, the test should be conducted by the actual lightning current and voltage waveform for the actual aircraft or parts. After test, structure damage is detected via visual inspection or NDI. Structure substantiation for damage is to show retaining limit or near limit load capability. This is conducted by test or analysis based on test. Thus, the aircraft should retain structural strength to land safely, even though the damage of aircraft fuselage from Lightning strike are occurred.

고해상도 KMAPP 자료를 활용한 제주국제공항에서 저층 윈드시어 예측 (Low-Level Wind Shear (LLWS) Forecasts at Jeju International Airport using the KMAPP)

  • 민병훈;김연희;최희욱;정형세;김규랑;김승범
    • 대기
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    • 제30권3호
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    • pp.277-291
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    • 2020
  • Low-level wind shear (LLWS) events on glide path at Jeju International Airport (CJU) are evaluated using the Aircraft Meteorological Data Relay (AMDAR) and Korea Meteorological Administration Post-Processing (KMAPP) with 100 m spatial resolution. LLWS that occurs in the complex terrains such as Mt. Halla on the Jeju Island affects directly aircraft approaching to and/or departing from the CJU. For this reason, accurate prediction of LLWS events is important in the CJU. Therefore, the use of high-resolution Numerical Weather Prediction (NWP)-based forecasts is necessary to cover and resolve these small-scale LLWS events. The LLWS forecasts based on the KMAPP along the glide paths heading to the CJU is developed and evaluated using the AMDAR observation data. The KMAPP-LLWS developed in this paper successfully detected the moderate-or-greater wind shear (strong than 5 knots per 100 feet) occurred on the glide paths at CJU. In particular, this wind shear prediction system showed better performance than conventional 1-D column-based wind shear forecast.

심층신경망을 활용한 활주로 가시거리 예측 모델 개발 (Development for Estimation Model of Runway Visual Range using Deep Neural Network)

  • 구성관;홍석민
    • 한국항행학회논문지
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    • 제21권5호
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    • pp.435-442
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    • 2017
  • 안개 등의 영향을 받는 활주로 시정은 비행장에서 항공기 이착륙의 가능 여부를 결정하는 주요 지표중 하나이다. 운송용 항공기가 운항되는 공항의 경우 활주로 시정을 포함한 주요 국지 기상 예보를 시행하며, 이를 항공종사자가 확인할 수 있도록 하고 있다. 본 논문은 최근 영상 처리, 음성 인식, 자연어 처리 등의 다양한 분야에 적용되고 있는 심층신경망을 활주로 시정 예측에 적용하여 국지 비행장의 활주로 시정 예측 모델을 개발하고 이를 활용한 예측을 수행하였다. 적용 대상 비행장의 과거 실제 기상 관측 값을 활용하여 신경망 학습 후 시정에 대한 예측을 수행하였고, 기존 관측 데이터와 비교한 결과 비교적 정확한 예측 결과를 확인하였다. 또한 개발된 모델은 별도의 예보 기능이 없는 해당 비행장에서 참고할 수 있는 기상정보를 생성하는데 사용될 수 있을 것이다.

항공작전의 장애요인에 관한 탐색적 연구 (Exploratory Research on the Obstacle Factors of Aircraft Operations)

  • 송영일;김혜성
    • 한국국방경영분석학회지
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    • 제33권2호
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    • pp.1-15
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    • 2007
  • 현재 항공작전은 작전에 영향을 미치는 각종 장애요인들을 고려하지 않고 있다. 보다 효율적인 항공전력운용을 위해서 이들 장애요인들을 예상하고 대비한다면 좀 더 실질적인 항공작전 계획수립에 도움이 될 것이다. 본 연구는 이들 장애요인들이 항공전력 산출에 미치는 영향을 파악하여 항공작전 임무수행 능력, 가용전력 파악을 통해 효과적인 진력 운용에 대해 분석하였다. 이를 위하여 시뮬레이션 분석 도구인 AREA 10.0을 사용하였다. 본 연구에서는 항공전력 산출의 장애요인을 기상, 화생방 상황, 항공기 고장, 적 교전 손실의 4가지로 한정하여 분석하였다. 또한 민감도 분석을 통해 전천후 부장 사용 및 화생방 상황 증가에 따른 전력 산출의 변화를 분석하여 전시 항공작전 장애요인이 전력산출에 끼치는 영향에 대해서 연구하였다.

활주로 마찰계수 측정 및 적용에 관한 연구 (A Study on the Application of Runway Friction Measurements)

  • 노건수
    • 한국항공운항학회지
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    • 제24권3호
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    • pp.62-68
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    • 2016
  • According to the accident/incident reports of aircraft runway overruns and excursions, it generally shows runway friction reduction and aircraft braking capability deterioration are the basic causes due to adverse weather. Although surface of paved runway gets wet, it also should give good friction capability. If runway surface is worn due to long time usage and friction capability is reduced due to rubber accumulation or weather conditions(snow, rain, ice etc.), airport authorities should rapidly measure friction coefficient and give them to relevant persons through aeronautical information system and support safe takeoff and landing. Operation wise, these information of friction coefficient reduction should be lead to aircraft performance adjustments, but the data from manufacturer(performance manual) are airplane braking coefficient and the data from airport authorities are vehicle measured braking coefficient. But these two data are considered as the same meaning although the definite relationship between them is not clarified yet. So I am trying to search for the technical background of these two data and suggest reasonable method to use them efficiently.