• Title/Summary/Keyword: 운항관리

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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 Study on the Qualifications of Designated Person on the Maritime Safety Act (해사안전법상 안전관리책임자 및 안전관리자의 자격요건에 관한 연구)

  • Jin, Ho-Hyun;Kim, Jin-Kwon
    • Journal of Navigation and Port Research
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    • v.37 no.5
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    • pp.519-526
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    • 2013
  • In managing shipping business, the concept of seaworthiness of the vessel has developed in accordance with the development of the shipping industry. However, despite of the development of the vessel's seaworthiness, marine accident has continuously occurred at sea. International Maritime Organization(IMO) has paid attention to the research and investigation of Human Error in shipping operations in addition to physical seaworthiness of the vessel. In 1994, IMO adopted the "International Management Code for the Safe Operation of Ships and for Pollution Prevention(ISM code)" of "SOLAS 1974" Annex, to take countermeasure against this human error. In 1999, Korea adopted the 'ISM Code' and then enacted the Maritime Safety Act (previously Maritime Traffic Safety Act). The Maritime Safety Act regulates necessary qualifications of the Human Resources of shipping companies for establishment and implementation of the safety management system. However, there has been a discrepancy between shipowners and ship management companies in interpreting the legislative texts, finally causing confusion. In this paper, I would like to examine the deficiencies in the regulation on the standard of qualifications of the Designated Person under the Maritime Safety Act and thereby suggest any possible improvements in it.

A Study on the Identification and Improvement of Risk Factors by Region through Case analysis of Safety report in the ROKAF Integrated Air Conrtrol Management System (공군 항공관제통합관리체계 내(內) 안전보고 사례분석을 통한 지역(기지)별 위해요인 식별 및 개선 연구)

  • Hakbong Lee
    • Journal of Aerospace System Engineering
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    • v.17 no.4
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    • pp.34-42
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    • 2023
  • This study aims to analyze safety reports received through the recently added SMS safety self-report in the Air Force's "integrated air control management" system, identify hazards, present improvements by region (base), and lay the foundation for future data-based safety management. To identify risk factors, it was first classified by base based on data classified into 16 groups in the autonomous reporting system, and second classified in detail based on the type and description. Risk factors were analyzed for the most reported control cooperation (306) items, and improvements were derived by dividing risk factors into information sharing, regulations, procedures, education, training, and equipment items based on the analysis results. It was confirmed that risk factors and specific improvements vary by base (12), which is important data that can present statistical analysis and the direction of safety management in the flight control field by base (region). In addition, since there is no data-based risk factor analysis study for each specific base (region), it can be used in the future as basic research data for data-oriented safety management.

Derivation of Constraint Factors Affecting Passenger's In-Vehicle Activity of Urban Air Mobility's Personal Air Vehicle and Design Criteria According to the Level of Human Impact (도심항공모빌리티 비행체 PAV 탑승자 실내행위에 영향을 미치는 제약 요소 도출 및 인체 영향 수준에 따른 설계 기준)

  • Jin, Seok-Jun;Oh, Young-Hoon;Ju, Da Young
    • Science of Emotion and Sensibility
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    • v.25 no.1
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    • pp.3-20
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    • 2022
  • Recently, prior to the commercialization of urban air mobility (UAM), the importance of R&D for air transportation-related industries in urban areas has significantly increased. To create a UAM environment, research is being conducted on personal air vehicles (PAVs). They are key means of air transportation, but research on the physical factors influencing their passengers is relatively insufficient. In particular, because the PAV is expected to be used as a living space for the passengers, research on the effects of the physical elements generated in the PAV on the human body is essential to design an interior space that supports the in-vehicle activities of the passengers. Therefore, the purpose of this study is to derive the constraint factors that affect the human body due to the air navigation characteristics of the PAV and to understand the impact of these constraint factors on the bodies of the passengers performing in-vehicle activities. The results of this study indicate that when the PAV was operated at less than 4,000 ft, which is the operating standard, the constraint factors were noise, vibration, and motion sickness caused by low-frequency motion. These constraint factors affect in-vehicle activity; thus, the in-vehicle activities that can be performed in a PAV were derived using autonomous cars, airplanes, and PAV concept cases. Furthermore, considering the impact of the constraint factors and their levels on the human body, recommended constraint factor criteria to support in-vehicle activities were established. To reduce the level of impact of the constraint factors on the human body and to support in-vehicle activity, the seat's shape and built-in functions of the seat (vibration reduction function, temperature control, LED lighting, etc.) and external noise reduction using a directional speaker for each individual seat were recommended. Moreover, it was suggested that interior materials for noise and vibration reduction should be used in the design of the interior space. The contributions of this study are the determination of the constraint factors affecting the in-vehicle PAV activity and the confirmation of the level of impact of the factors on the human body; in the future, these findings can be used as basic data for suitable PAV interior design.

Development of Ship Identification and Display System using Unmaned Aerial Vehicle System (무인항공기 시스템을 활용한 선박 식별 및 도시 시스템 개발)

  • Choy, Seong-min;Ko, Yun-ho;Kang, Youngshin
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.44 no.10
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    • pp.862-870
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    • 2016
  • AIS and V-PASS, which are used for safe navigation and automatic vessel arrival and departure, are mandatory standard equipment installed on all ships. If an aircraft is equipped with a ship identification system using AIS and V-PASS, and then ship identification information is received by a vessel such as a large fishery inspection boat or a patrol ship or a ground control system, we can quickly perform maritime surveillance and disaster response. This paper describes the development of a ship identification and display system using a ship identification device for aircraft. Flight test results and a future application plan are also included.

A DS-UWB Radar System Based on Correlation Accumulation (상관값 누적 기반 DS-UWB 레이더 시스템)

  • Lee, Youngpo;Yoon, Seokho;Lee, Seong Ro
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.4
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    • pp.359-364
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    • 2013
  • In this paper, we propose a direct sequence ultra wideband (DS-UWB) radar system based on correlation accumulation in the fields of the ship traffic control and the safe ship operation including docking guidance systems. The proposed DS-UWB radar system averages out the noise by accumulating correlator outputs, and thus, provides a reliable distance estimation performance with a shorter estimation time compared with conventional DS-UWB radar systems. From numerical results, it is confirmed that the proposed DS-UWB radar system has not only a shorter average correlation processing time, but also a better distance estimation performance.

Design and Implementation of Ship Energy Efficiency Monitoring System (선박 에너지 효율 모니터링 시스템 설계 및 구현)

  • Kim, Yong-dae;Yoon, Hyeon-kyu;Kang, Nam-seon
    • Journal of Advanced Navigation Technology
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    • v.20 no.5
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    • pp.408-416
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    • 2016
  • This study designed a ship energy efficiency monitoring system based on a ship application system that provides maritime services by utilizing data collected onboard, and a ship-land integration system for integrated management and exchange of maritime data. The ship energy efficiency monitoring system was developed as a Windows application program and designed to use file based EDI communications. Its main functions include route planning to minimize fuel consumption, monitoring of energy consumption and gas emissions, analysis of ship energy efficiency and other data analysis. The system has been successfully implemented in actual ships.

Background and Prospect on Carrying Position Indicating Equipment on Board by Law (선박위치자동발신장치 설치 의무화의 배경과 향후 전망)

  • Kwang, An;Kim, In-Cheol
    • Proceedings of KOSOMES biannual meeting
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    • 2007.11a
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    • pp.149-152
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    • 2007
  • According to the Ship Safety Act amended on 23 Mar. 2006, ships above certain size shall curry position indicating equipment The Vessel Monitoring (VMS) will help to upgrade the present search and rescue mechanism and reduce the loss et lives caused by marine accident Public Notice on standards for installation et ship position indicating equipment was published on 1 Nov. 2007 (MOMAF Notice No. 2007-88). In this paper, we would like to introduce the background, applying ships, prospect for currying ship position indicating equipment at the implementation aspect on Vessel Monitoring System.

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Security System Network Models for Security Accident Coping of Aviation infrastructure (항공기반시설의 보안사고 대응을 위한 보안체계 네트워크 모델에 관한 연구)

  • Jeong, Chang-Hwa;Shin, Dong-Ryeol
    • Proceedings of the Korean Information Science Society Conference
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    • 2010.06d
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    • pp.21-25
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    • 2010
  • 항공기반시설(공항, 기상 서비스, 항로 항행시설)에 대한 보안사고 대응을 위한 보안체계는 수립단계에서부터 착수하여 분석이 진행됨에 따라 세부적인 평가가 수행되어야하며, 시설변경이 발생하는 경우 변경된 시설에 대하여 재평가를 하여야 한다. 또한 항공기 운용과정에서 발생 가능한 각종 사고에 대한 사전 예방 및 정비를 위해서도 체계적인 보안성 평가가 필수적이다. 보안성 평가에는 계획(Plan), 활동(Do), 그리고 평가(Check), 조치(Action)업무가 네트워크 구조로 통합되어 적용되며, 과거의 사용 또는 경험에 따라 세분화된 보안성 평가 요구조건을 구분하여 적용한다. 특히 항공기반시설에 대한 보안성 입증과 안전한 운항을 보장하기 위하여 실시간 지원체계와 국가 차원에서 이를 관리하여야 한다. 이는 공공의 안전을 확보하기 위한 것으로서, 민간항공업체는 해당 법규, 표준서 및 지침 등에 따라 최소한의 보안성을 입증하여야 한다. 따라서 본 논문에서는 항공기반시설에 대한 보안사고 대응을 위한 보안체계를 위해 설정된 보안의 목표를 충족하고 있는지를 확인 평가하고, 분석 등을 고려하여 종합적인 보안성 평가기법을 적용할 수 있도록 하는 보안체계 네트워크 모델에 대해 제시하고자 한다.

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Building of Remote Control System for Lighthouse Based on CDMA (CDMA 기반 등대 원격 제어 시스템의 구축)

  • Kwon, Hyuk-Dong;Seo, Ki-Yeol;Park, Gyei-Kark
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.10 no.1 s.20
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    • pp.9-14
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    • 2004
  • Many lighthouses have been built for safety navigation of vessel, but the management of lighthouses had to paid for maintenance costs. For that reason, the remote control system for the lighthouse is to be used, but the communication expense is very expensive because of the use of satellite communication network or the RF communication network Also, the state of lighthouse is difficult to analyze as transmit only measured data. Therefore, this paper embodied the remote control system for the lighthouse using CDMA method, that was extended to island area and we verified the effectiveness of the proposed system.

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