• Title/Summary/Keyword: 공항수용량

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Machine Learning Based Capacity Prediction Model of Terminal Maneuvering Area (기계학습 기반 접근관제구역 수용량 예측 모형)

  • Han, Sanghyok;Yun, Taegyeong;Kim, Sang Hyun
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.50 no.3
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    • pp.215-222
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    • 2022
  • The purpose of air traffic flow management is to balance demand and capacity in the national airspace, and its performance relies on an accurate capacity prediction of the airport or airspace. This paper developed a regression model that predicts the number of aircraft actually departing and arriving in a terminal maneuvering area. The regression model is based on a boosting ensemble learning algorithm that learns past aircraft operational data such as time, weather, scheduled demand, and unfulfilled demand at a specific airport in the terminal maneuvering area. The developed model was tested using historical departure and arrival flight data at Incheon International Airport, and the coefficient of determination is greater than 0.95. Also, the capacity of the terminal maneuvering area of interest is implicitly predicted by using the model.

A Comparative Study on Delay Calculation Method of Airport Capacity (공항 수용량의 지연시간 산출방식 비교 연구)

  • Lee, HyoJu;Kim, DoHyun
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.28 no.2
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    • pp.47-52
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    • 2020
  • Air transport demand is on a sharp rise due to growth in the aviation market. To prepare for this rapidly growing demand for aviation, airport operators are interested in the processing airport capacity. Airport throughput is determined to be the smallest of the facility capacities that make up the airport, but it is customary to determine the cost and time consuming runway capacity as airport capacity. Previous studies have shown that while recent studies have been conducted on airport capacity, there is little research on the criteria for determining capacity. In this study, we would like to determine the extent to which airport capacity is affected by the airport's operating hours and the resulting delays.

Comparative Analysis of Runway Ultimate Capacity using Wake Turbulence Re-Categorization (Wake Turbulence RECAT을 적용한 활주로 절대 수용량 비교 분석)

  • Jeongwoo Park;Huiyang Kim;SungKwan Ku
    • Journal of Advanced Navigation Technology
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    • v.25 no.6
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    • pp.498-509
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    • 2021
  • The wake turbulence at the wingtip of preceding aircraft may affect the normal operation of following aircraft. Aircraft are classified into four categories according to their maximum take-off weight, and horizontal separation is applied with this category matrix. The FAA and EUROCONTROL revealed that the magnitude and effect of preceding aircraft wake turbulence were smaller than the current distance separation minima suggest. This new information presents the opportunity for revising wake turbulence minima into seven categories (RECAT). This paper confirms the feasibility of implementing RECAT at major airports in South Korea using the draft of ICAO Doc. 10122. The paper also calculates the ultimate runway capacity of Incheon International Airport in South Korea using the Harris Model and comparatively analyzes the amount of runway capacity. As a result of the analysis, it was confirmed that the implementation of RECAT could increase the ultimate runway capacity of Incheon International Airport. This paper's calculation methods and results can be used as primary data for implementing RECAT in other airports.

Technical Trends of Continuous Descent Operations and Effects of Extended CDO for Korean Domestic Airports (연속강하운항의 기술 동향 및 국내공항 확대적용의 효과)

  • Park, Tae-Ha;Mun, U-Chun
    • 한국항공운항학회:학술대회논문집
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    • 2015.11a
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    • pp.68-77
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    • 2015
  • 점증하는 항공교통량의 원활한 수용과 안전한 항공기술 저변확대를 위하여 ICAO는 성능기반의 항공교통관리(ATM) 체계와 시스템을 Upgrade할 구체적 이행계획인 ASBU를 개정하고 체약국들의 수용을 촉구하고 있고, 우리나라는 ICAO의 5연임 이사국으로서 ASBU의 주요 Module에 대응하는 모든 Working Paper에 대하여 적극 수용한다는 입장이다. 본 논문은 ASBU의 PIA 4에 해당하는 CDO 및 관련 Module인 TBO의 개념을 살펴보고, 선도적으로 운용되고 있는 사례를 분석해 봄으로써 미래에 대응하는 방안을 찾고자 하였다. CDO는 새로운 장비와 시스템을 갖추지 않더라도 절차의 보완으로 개선할 수 있는 부문에 속하므로 우리나라의 운영 현황을 리뷰하고 그 영향에 대하여 정리해 보았다. 다만, 항공기 고도 강하 단계에서의 개선효과가 상승 또는 순항 단계에 비하여 효율성이 상대적으로 미미한 편이고, ATM 구분 상 기상 등의 외부 변수에 취약하여 효율성 연구에 접근하기 어려운 면이 있으나, 고밀도 공항의 특화된 CDO 기법 개발을 통하여 연료절감 및 탄소배출량 저감, 소음감소의 성과를 이룬 선진 사례를 들어 국내에 적용할 수 있는 방안에 대하여 장기적으로 연구하고자 한다.

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Estimated Analysis for Runway Occupancy Time Improvement (활주로 점유 시간 개선의 효과성 예측 분석)

  • GwangHoon Park;GumSeock Kang;SungKwan Ku
    • Journal of Advanced Navigation Technology
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    • v.27 no.5
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    • pp.666-673
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    • 2023
  • The runway occupancy time of landing aircraft is an important factor in determining runway capacity. The purpose of this study is to suggest improvement measures for runway occupancy time to improve the operation of existing airports. In order to derive improvement measures, a comparative analysis was conducted on the effectiveness of improvement using aircraft operation status data for specific days at the case airport. The FAA REDIM model was used to analyze the improvement plan, and the improvement application function of the model was used to confirm the effect of improving runway capacity by adding a rapid escape taxiway to an airport without a rapid escape taxiway. This study's approach can be applied to the derivation of runway improvement measures and preliminary prediction of effectiveness, and it presents cases that can be applied to future airport construction projects or airport improvement projects.

Estimation of Incheon International Airport Capacity by using Aircraft Delay Simulation Model (시뮬레이션 모델을 활용한 인천국제공항 수용량 산정에 관한 연구)

  • Bang, Jun;Kim, DoHyun
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.27 no.1
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    • pp.20-25
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    • 2019
  • To prepare for the ever-increasing demand for air transport, airport operators should be well aware of the timing of the saturation of the facility and increase the capacity of the airport through extension or extension. The capacity of an airport is determined by the smallest value of the facilities that make up the airport, but it is generally customary to determine the capacity of the costly and time-consuming runway as a whole for the airport. For analyzing the capacity of the runway capacity, the study used the most accurate microscopic air traffic simulation, Simmod-PRO, to analyze the saturation time of three runways currently in Incheon International Airport's operation, and calculate the appropriate time for operation of the 4th runway. The study also calculate the relocation of Airport's high-speed exit taxiway for analyzing the increasing of capacity.

A Study on Improvement Measures for Increasing Cancellation Rates at Ulleung Airport (울릉공항 결항률 증가조건에 따른 개선방안 연구)

  • Myeongsik Lee;Sung-yeob Kim;Jun ho Lee
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.32 no.2
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    • pp.142-150
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    • 2024
  • Improving transportation accessibility on islands is closely related to regional development. Currently, the government is constructing Ulleung Airport as part of the 6th Airport Mid- to Long-term Development Plan. Similar to the case of Jeju Airport in 2016, severe congestion occurs at passenger terminals upon flight resumption after cancellations at airports on islands. Therefore, considering the cancellation rate at island airports is important. This study investigates the conditions leading to increased cancellation rates at Ulleung Airport, with the research results predicting frequent cancellations during the winter season. The research methodology involved examining airport construction plans, aircraft performance, airport de-icing capabilities, and also included consideration of weather conditions. Ulleung Island is a representative snowfall area, and sufficient snow removal capacity must be secured. However, the current plan's snow removal capacity is insufficient, leading to anticipated high cancellation rates. Therefore, measures to mitigate passenger inconvenience caused by increased cancellations and methods to reduce the cancellation rate are explored. With Ulleung Airport scheduled to open in 2027, there is ample time to implement supplementary measures to reduce the cancellation rate and minimize passenger inconvenience.

Efficient Management for the Capacity of Incheon Airport and Gimpo Airport through Dynamic Slot Allocation (동적 슬롯 할당기법을 통한 인천공항과 김포공항 수용량 효율화방안)

  • Kim, Sang Hyun
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.25 no.3
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    • pp.101-107
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    • 2017
  • Demand for air transportation in Korea keeps increasing, and the number of airport operations also grows as a result. The major two airports in Korea, Incheon International Airport and Gimpo International Airport, share the metropolitan airspace, which is crowd with air traffic. As air traffic increases in the metropolitan airspace, the demand for the airport operations would outnumber the capacities of these airports. However, there is a room to efficiently manage the shortage of the airport capacity due to the different distributions of operations in these airports. This study presents a dynamic slot allocation that allows exchanging slots according to the traffic demand. The dynamic allocation mitigates the airports' capacity problem but the airspace capacity itself should be increased in order to tackle the problem fundamentally.

On the Design of Extending Airspace for Improving Incheon International Airport Capacity (공역확장을 통한 인천국제공항 수용능력 향상에 관한 고찰)

  • Lee, Young-Jong
    • Journal of Advanced Navigation Technology
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    • v.19 no.2
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    • pp.103-107
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    • 2015
  • In this paper, we propose a secure alternative for improving airspace capacity of Incheon International Airport. Since the direction of simultaneous independent approaches to runway 15/16 radar-guided approach for ILS approach procedures for the need to provide control services, in view of the radar is the smallest possible no-fly zone airspace propose the demilitarized zone (P-518) adjustment. If possible simultaneous independent approaches to secure a temporary increase in the holding area due to traffic, the military training airspace gradually secured a total of 10 miles by 5 miles, some military training airspace in Osan Approach Control is proposed to include in Seoul Approach Control.

A Study on the Optimal Span Width in the Bridge Main Span of Incheon 2nd Bridge (1) Evaluation on the Optimal Main Span Width according to Traffic Volume and Ship Maneuverability (인천항 제2연륙교 주경간의 적정 교각폭 결정에 관한 연구 (1) 교통량 측면과 선박 조종성 측면에서의 소요 교각폭 산정)

  • Koo Ja-Yun;Kim Seok-Jae;Jang Eun-Kyu;Kim Se-Won
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2004.11a
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    • pp.175-181
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    • 2004
  • A construction project of Incheon 2nd bridge, which is connected between the Incheon Song-Do New Town and the Incheon International Airport in Young-Jong-Do, have been proposed by the private capital in 1999. But the optimal span width in the bridge main span have not been decided in spite of the three investigations into the feasibility of ship's safe transit in this planned bridge. In this paper, we study the optimal main span width according to the traffic volume in the future traffic and the ship maneuverability of maximum size aspect. The result cf this study, Incheon 2nd bridge main span design is required to design two-way traffic scheme and 1,000m span width, which will satisfy the safe transit from the viewpoint of the traffic volume in the future traffic and the ship maneuverability maximum size.

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