• Title/Summary/Keyword: Changes in Flight Environment

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공공 빅데이터를 이용한 UAV 위험구역검출 및 회피방법 (Detecting and Avoiding Dangerous Area for UAVs Using Public Big Data)

  • 박경석;김민준;김승호
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제8권6호
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    • pp.243-250
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    • 2019
  • 움직이는 UAV는 많은 위치에너지와 운동에너지를 가지므로 지상으로 추락하는 경우 많은 충격량을 가질 수 있다. 이는 인명피해로 연결될 수 있기 때문에 본 논문에서는 UAV 비행경로 상의 인구밀집지역을 위험구역으로 정의하였다. 기존의 UAV 경로비행은 사용자에 의해 미리 설정된 경로만을 운행하는 수동적인 형태였다. 일부 UAV는 경로비행 중 장애물을 회피하는 시스템 등 안전기능을 포함하고 있지만, 실시간 비행환경변화에 대응하기에는 부족하다. UAV 경로비행에 공공 빅데이터를 활용할 경우, 위험구역을 검출하고 회피비행을 수행할 수 있어서 실시간 비행환경변화에 대한 대응이 향상될 수 있다. 따라서 본 논문에서는 실시간으로 수집된 빅데이터를 활용하여 위험구역을 회피하는 최적경로 비행 방안을 제안한다. 실험 결과, 제안하는 자동경로비행에서 목적지와 목적지에 따른 경로를 지정할 경우, 실시간으로 위험지역을 판단하여 최적 우회경로로 비행하는 것을 확인하였다. 추후 회피방안에 따라 비행하여 획득하는 영상의 질적 만족도를 높일 수 있는 방안을 연구할 예정이다.

가상 환경에서의 강화학습을 이용한 비행궤적 시뮬레이션 (Flight Trajectory Simulation via Reinforcement Learning in Virtual Environment)

  • 이재훈;김태림;송종규;임현재
    • 한국시뮬레이션학회논문지
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    • 제27권4호
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    • pp.1-8
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    • 2018
  • 인공지능을 이용하여 목표 지점까지 제어하는 가장 대표적인 방법은 강화학습이다. 하지만 그동안 강화학습을 처리하기 위해서는 구현하기 어렵고 복잡한 연산을 처리해야만 했다. 본 논문에서는 이를 개선한 Proximal Policy Optimization (PPO) 알고리즘을 이용하여 가상환경에서 목표지점에 도달하기 위한 계획된 비행궤적을 찾는 방법을 시뮬레이션 하였다. 또한 외부 환경요소가 비행궤적 학습에 미치는 영항을 알아보기 위하여 궤적의 변화, 보상 값의 영향 및 외부 바람등과 같은 변수를 추가하고 궤적 학습 성능 및 학습 속도에 미치는 영향을 비교 분석을 수행한다. 본 결과를 통하여 에이전트가 다양한 외부환경의 변화에도 계획된 궤적을 찾을 수 있다는 것을 시뮬레이션 결과에 따라 알 수 있었으며, 이는 실제 비행체에 적용할 수 있을 것이다.

한국형 기내 의학적 상황 대처 방안 안내서 (Korean Guideline for Managing In-flight Medical Events)

  • 김정언;박나리;김정하;권영환
    • 항공우주의학회지
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    • 제30권1호
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    • pp.3-17
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    • 2020
  • The cabin environment has many physiological effects on commercial aircraft passengers and medical providers, and environmental stress factors exist. Therefore, it is important for medical providers to understand the effects of aviation physiology and cabin environment on the human body. It should also be remembered that these physiological changes and environmental stress factors can affect passengers as well as flight crew and also medical equipment. Providing medical assistance during a flight offers a number of unique challenges including lower cabin pressure, tight quarters, crowded conditions, and loud background noise. The purpose of this Korean guideline is to offer an overview on various in-flight emergencies that could be anticipated and to outline treatment priorities.

광릉 숲 나비류의 생활주기 변화분석 및 문제점 (Analysis on Changes, and Problems in Phonology of Butterflies in Gwangneung Forest)

  • 권태성;변봉규;강승호;김성수;이봉우;김영걸
    • 한국응용곤충학회지
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    • 제47권3호
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    • pp.209-216
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    • 2008
  • 지구온난화로 인한 나비 생활주기 변화를 파악하기 위해 광릉 숲에서 1958년과 2004년에 주별로 조사한 나비모니터링 자료를 분석하였다. 본 연구에서는 1958년에 비해 2004년에 나비류의 최초 출현시기와 평균 출현시기가 빨라졌는지, 출현기간이 길어졌는지를 검토하였다. 최초발생시기와 발생기간에서는 차이가 나타나지 않았고, 평균 출현시기에서는 느려진 종들이 오히려 많았다. 따라서 본 연구에서는 지구온난화로 예상되는 나비류 생활주기의 변화를 확인할 수 없었다. 기온 증가에도 불구하고, 예견되는 생활주기 변화가 나타나지 않은 원인을 검토하였다. 아울러 국내의 나비를 지구온난화 지표로 적절하게 활용하기 위해, 현재 나비상 연구에 있어서 문제점과 해결책을 검토하였다.

Flight Simulation Training Device Operating Standards for MPL Training Programs in South Korea

  • Lee, Jang Ryong;Kwon, Moonjin;Kwon, Hanjoon
    • 한국항공운항학회지
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    • 제29권3호
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    • pp.117-121
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    • 2021
  • The Multi-crew Pilot License (MPL) is a new pilot qualification introduced by ICAO to train co-pilots for transport aircraft based on efficient and stable competency to respond to changes in the operating environment and technology. ICAO and the European Union Aviation Safety Agency (EASA) require a minimum flight of 240 hours for MPL qualification training, and allow the use of flight simulation training devices (FSTDs) for most of the training, specifying the performance requirements for FSTDs. As South Korea is also preparing for the operation of the MPL training program, it is essential to establish the operating standards for FSTDs required for MPL training. This study aims to identify the international standards for FSTDs related to MPL training, and to compare them with the current operating standards for FSTDs in South Korea for presenting a standard (draft) that can be used when introducing domestic MPL training programs in the future.

장시간 체공 항공기 조종사의 피로위험관리 적용 연구 (A Study on Application of Fatigue Risk Management System for Pilot to Fly Longer Hours)

  • 김대호;이장룡
    • 한국항공운항학회지
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    • 제27권2호
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    • pp.47-53
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    • 2019
  • The development of the aviation industry and the changes in the military operation mission environment are demanding more long - distance operation (long - time flight), and such a flying environment is a risk factor for fatigue - related accidents. For the aviation related organizations such as ICAO and FAA, fatigue risk management system (FRMS) are applied along with flight time restriction regulations to prevent fatigue related accidents. The most important process in FRMS is fatigue risk management. Fatigue risk management systematically manages fatigue through scientific fatigue risk data collection and fatigue risk assessment. The purpose of this study is to applicate the assessment of scientific fatigue risk management to pilots of airplanes engaged in long flight. We reviewed the current state of risk management and FRMS through previous research. We also developed fatigue risk management indicators and examined the validity of internationally recognized fatigue risk data collection methods and fatigue risk assessment tools. There are 134 mission (flight) data used for development. In order to verify the indicators, the fatigue risk score between the items was assigned through pair-wise comparison. In addition, the verify test results were normalized.

항공사의 운항품질에 영향을 미치는 항공종사자의 관계에 관한 연구 (A Study on Relationship of Airmen influencing Airline Flight Quality)

  • 은희봉;최세종
    • 품질경영학회지
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    • 제31권4호
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    • pp.95-116
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    • 2003
  • The primary purpose of this paper is to determine the impact of shared values, conflicts and balanced power that reside in the relationships between airline maintenance engineers and pilots who are considered to be core components in operating aircraft. According to the analysis, the higher the shared values, the lower the conflicts, and the more balanced power between those two parties, the higher the mutual trust and job satisfaction levels. It was also found that the quality of flight operation changes depending on the mutual trust and job satisfaction levels. These results clearly show that the quality of flight operation is directly related to the interactions among two parties and feelings for each other in an environment where mutual dependencies are highly required.

크러시스위치 조립체의 작동신뢰성 확인을 위한 M&S와 시험 결과 비교 (M&S and Experimental Comparison of Crush Switch Assembly for Operation Validation)

  • 김민겸;정명숙;엄원영;장준용
    • 한국군사과학기술학회지
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    • 제23권3호
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    • pp.229-236
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    • 2020
  • A crush switch assembly(CSA) connected to an impact fuze provides electrical signal for detonation of the loaded main charge when an impact with the target is detected. Because the CSA experiences continuous changes in flight environment such as changes in velocity, vibration, and stresses, it is necessary to accurately predict the behavior of the fuze to maintain functionality during flight and to detonate when necessary. In this paper, random vibration analysis for flight environment and impact analysis on target hit are performed using FEA. Then, high speed impact tests are performed with the original and scaled down models to ensure operation validation of the manufactured products. The test results are then compared with M&S results to verify the capability of currently modeled CSA.

Control Effectiveness Analysis of the hawkmoth Manduca sexta: a Multibody Dynamics Approach

  • Kim, Joong-Kwan;Han, Jae-Hung
    • International Journal of Aeronautical and Space Sciences
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    • 제14권2호
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    • pp.152-161
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    • 2013
  • This paper presents a control effectiveness analysis of the hawkmoth Manduca sexta. A multibody dynamic model of the insect that considers the time-varying inertia of two flapping wings is established, based on measurement data from the real hawkmoth. A six-degree-of-freedom (6-DOF) multibody flight dynamics simulation environment is used to analyze the effectiveness of the control variables defined in a wing kinematics function. The aerodynamics from complex wing flapping motions is estimated by a blade element approach, including translational and rotational force coefficients derived from relevant experimental studies. Control characteristics of flight dynamics with respect to the changes of three angular degrees of freedom (stroke positional, feathering, and deviation angle) of the wing kinematics are investigated. Results show that the symmetric (asymmetric) wing kinematics change of each wing only affects the longitudinal (lateral) flight forces and moments, which implies that the longitudinal and lateral flight controls are decoupled. However, there are coupling effects within each plane of motion. In the longitudinal plane, pitch and forward/backward motion controls are coupled; in the lateral plane, roll and side-translation motion controls are coupled.

SH-EMAT를 이용한 알루미늄 박판의 두께감육 평가 (Evaluation of Thickness Reduction in an Aluminum Sheet using SH-EMAT)

  • 김용권;박익근
    • Journal of Welding and Joining
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    • 제28권2호
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    • pp.74-78
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    • 2010
  • In this paper, a non-contact method of evaluating the thickness reduction in an aluminum sheet caused by corrosion and friction using SH-EMAT (shear horizontal, electromagnetic acoustic transducer) is described. Since this method is based on the measurement of the time-of-flight and amplitude change of guided waves caused from the thickness reduction, it provides information on the thinning defects. Information was obtained on the changes of the various wave features, such as their time-of-flight and amplitude, and their correlations with the thickness reduction were investigated. The interesting features in the dispersive behavior of selected guided modes were used for the detection of thinning defects. The measurements of these features using SH waves were performed on aluminum specimens with regions thinned by 7.2% to 29.5% of the total thickness. It is shown that the time-of-flight measurement provides an estimation of the thickness reduction and length of the thinning defects.