• 한국통신학회논문지
• /
• 제40권3호
• /
• pp.595-601
• /
• 2015

These days, research related to Intelligent Transportation System (ITS) technology is being widely considered. ITS is inevitable for future transportation systems to reduce accidents, congestion, and offer a smooth flow of traffic. The use of Visible Light Communication (VLC) in ITS systems has been considered widely because of its EMC/EMI free and LED infrastructure reusable properties. Among the VLC schemes, this study analyzed the performance of the Color Shift Keying (CSK) scheme under a Vehicle-to-Infrastructure (V2I) downlink scenario to verify the capability of CSK as a communication tool for ITS. By modeling daylight noise using the modified Blackbody radiation model, this study examined the performance of V2I VLC under daytime conditions. The relationship between BER, the communication distance, and the amount of ambient-light noises under the pre-described V2I scenario were determined by simulations.

• 한국정밀공학회지
• /
• 제17권11호
• /
• pp.176-184
• /
• 2000

Recently, it becomes a very important issue to consider the mechanical systems such as high-speed vehicle and railway train moving on a flexible beam structure. Using general approach proposed in the first part of this paper, it tis possible to predict planar motion of constrained mechanical system and elastic structure with various kinds of foundation supporting condition. Combined differential-algebraic equations of motion derived from both multibody dynamics theory and Finite Element Method can be analyzed numerically using generalized coordinate partitioning algorithm. To verify the validity of this approach, results from simply supported elastic beam subjected to a moving load are compared with exact solution from a reference. Finally, parameter study is conducted for a moving vehicle model on a simply supported 3-span bridge.

• 한국안전학회지
• /
• 제31권6호
• /
• pp.45-51
• /
• 2016

The purpose of this study is to investigate the influence of train-induced end rotation of simple supported track girder on the performance of a direct fixation track system (DFTS) in Yeongjong grand bridge. In this study, the influences of deflection of a DFTS and track girder on dynamic rail-track girder interaction forces for the track girder ends currently employed in airport express lines were assessed by performing field tests using actual vehicles running along the service lines. Therefore, the dynamic displacement of rail and track girder and the fastener stress on the center and ends sections of DFTS were measured for two different trains (AREX and KTX) running in Yeongjong grand bridge. A three-dimensional finite element analysis (FEA) model using the time-history function based on the design wheel load was used to predict the train-induced track and track girder displacement, and the FEA and field test results were compared. The analytical results reproduced the experimental results well within about 3-7% difference in the values. Therefore, the FEA model of DFTS on track girder is considered to provide sufficiently reliable FEA results in the investigation of the behavior of DFTS. Using the analytical and experimental results, the influence of train-induced end rotation of simple supported track girder on the interaction behavior of rail and track girder installed on a simple supported track girder ends, i.e., upward displacement of rail-track girder and the fastener stress, was investigated. It was found that the train-induced end rotation effect of track girder was not significantly affected by the upward displacement of rails and the fastener stresses of track girder ends. Further, the interaction behavior of rail and track girder were similar to or less than that of the general railway bridge deck ends, nevertheless the vertical displacement of track was higher than that of conventional DFTS on the general railway bridge. From the results, the dynamic responses of the DFTS on track girder ends were not significantly affected by the safety and stability of DFTS ends.

• 한국철도학회논문집
• /
• 제19권1호
• /
• pp.11-19
• /
• 2016

고속열차의 주위의 유통특성은 열차의 항력 및 소음 등 전반적인 특성에 영향을 주는 인자이다. 특히 고속열차의 유동 경계층은 유동 특성에 큰 영향을 미치는데, 기존의 연구는 주로 열차 주행 시 발생하는 측면 열차풍이나 열차의 하부 열차풍에 대한 연구가 주로 이루어져왔다. 열차 상부 경계층의 측정 및 분석도 매우 중요한데, 이는 열차 상부에 위치한 팬터그래프의 유동입력 조건에 상부 경계층이 가장 큰 영향을 미치기 때문이다. 본 연구에서는 차세대 고속열차의 1/20 축소모델을 이용하여 열차의 상부경계층 조건을 확인하였고, 그 결과를 풀 스케일 전산유체해석결과와 비교하여 그 타당성을 검증하였다. 이를 통하여 팬터그래프로 유입되는 유동속도는 열차 주행속도의 약 85% 수준임을 확인하였으며, 또한 열차 길이방향에 따른 유동 경계층의 성장특성을 분석하였다.

• 한국철도학회논문집
• /
• 제16권6호
• /
• pp.466-472
• /
• 2013

국내외적으로 도시철도 및 고속철도에서 콘크리트궤도 부설이 증가하고 있는 추세에 있다. 콘크리트궤도에서 필수적으로 사용되고 있는 레일체결장치의 탄성패드는 열차하중에 대한 충격을 완화시켜주는 중요한 역할을 담당하고 있다. 일반적으로 탄성패드의 강성변화를 평가하기 위해서는 단순피로시험[1]이 시행되고 있으나 이는 실제 철도환경조건과는 상이할 수 있다. 본 연구에서는 실제 철도현장에서 통과톤수를 받은 탄성패드에 대한 정적스프링계수를 측정하였다. 또한, 신품 탄성패드에 대해서 단순피로시험과 복합가속열화시험을 수행하였다. 사용한 탄성패드의 강성값은 사용시간과 반복횟수에 따른 시험결과값과 비교되었다. 시험결과의 비교를 통해 사용한 탄성패드의 정적스프링계수 변화경향이 반복하중과 열이 함께 고려된 복합가속열화시험결과와 동일한 경향을 보이는 것을 확인하였다. 또한, 복합가속열화와 관련된 T-NT식을 이용하여 탄성패드의 복합가속열화 모델을 도출하였으며, 약 2.62의 가속계수를 가지는 것을 확인하였다. 최종적으로 본 연구를 통해 폴리우레탄 탄성패드에 대한 복합가속열화 모델식을 제안하였다.

• 한국철도학회:학술대회논문집
• /
• 한국철도학회 2011년도 정기총회 및 추계학술대회 논문집
• /
• pp.3046-3051
• /
• 2011

The third-rail system is an important device supplying power directly to the Maglev train through physical contact with the collecting shoe. It is directly related to safety and reliability for the running of Maglev. However, most the third-rail system used in Korea depend on foreign product or technologies, Korea Urban Maglev in the development of appropriate power feeding is urgent. In particular, the turnout section is the weakness point in the system because bending force by turnout section movement and fatigue caused by repetitive motion as well as the expansion by temperature, the forces by Maglev collecting shoe is added th the third-rail. Therefore, this paper proposes the third-rail system appropriate for Korean Urban Maglev of turnout section. To verify the structural stability of POSCO ICT third-rail system, the finite element analysis and physical testing was performed. The third-rail is fixed on each side of the turn-out section steel structure by epoxy insulation supporter and the integral behaviors are occurred. Therefore, the maximum horizontal displacements of each support are investigated and then, it is applied to finite element model of the third-rail to investigate the moments and stress. Also, the bending test about one million times and Expansion Joint for the third-rail was performed. The third-rail system safety and reliability was identified by test line on Korea Institute of Machinery & Materials in Deajeon for under the actual usage environment such as the Maglev and turn-out operation.

• 한국안전학회지
• /
• 제31권1호
• /
• pp.19-24
• /
• 2016

Rubber parts are widely used in many applications such as dampers, shock absorbers, and seals used in railway and automotive industries. Much research has thus far been conducted on property estimation and life prediction of rubber parts. To predict the service life of rubber parts at room temperature, most prior work adopts the well-known Arrhenius model that needs the accelerated life test in high-temperature conditions. However, they may not reflect the actual conditions of use that rubber parts are usually used under a specific strain condition during long period of time. In this context, we propose a method for the life prediction of rubber parts in actual conditions of use. The proposed method is based on the accelerated life test using stress relaxation during which three relatively high elongation percentages (100%, 200%, and 300%) are applied to the rubber specimens. Rubber specimens were prepared in accordance with KS M 6518 standard and three stress relaxation testers were fabricated for actual experiments. Finally, a inverse power model for life prediction was derived from experimental results. The predicted life was compared with the actual test life for validation.

• 한국소음진동공학회:학술대회논문집
• /
• 한국소음진동공학회 2003년도 춘계학술대회논문집
• /
• pp.555-560
• /
• 2003

Korean High Speed Train(KHST) has been tested on the high speed test line in Osung site of Korea High Speed Rail Construction Authority (KHRC). since it was developed as G7 Project Plan In 2002. This paper introduces the dynamic test devices in KHST and shows the comparison between the results of test and theoretical computing results which derive from the new model for KHST dynamic behavior. Previous computer simulation model for KHST was developed to review wether the vehicle system was satisfied with the dynamic performance requirements during the design procedure. But It should be applied the results of the parts test for suspension elements in order to compare between the results of computation and real test. Using VAMPIRE Program made by AEA Technology in UK. the new model also was modified. This paper shows that the static wheel loads calculated from new model is similar to test results. For test on high speed line, we prepared the test devices for evaluating the dynamic performances. which was consisted of the accelerometers( based on Kisler Co.) and the data aquisition systems (based on National instrument Co.), and test program coded by LabView 6i program. These lest devices and programs are flexible to extension the channels for adding sensors and connect to the ethernet network. The acceleration of car bodies, bogie frames and axle boxes were compared between the results of computation and test at 150km/. This paper shows that the results of test were high in high frequency band range but similar frequency band range. It might be considered that these differences were caused by the test which did not performed at constant speed for comparison analysis. Also. It will be able to understand the differences and make better results through a lot of tests planed in future.

• 한국지반신소재학회논문집
• /
• 제19권1호
• /
• pp.45-53
• /
• 2020

철도분야에서도 계측자료를 바탕으로 머신러닝 기법을 이용하여 예측 분석하는 시도가 점차적으로 증가하고 있는 실정이다. 이 논문에서는 열차의 차상가속도 데이터를 기반으로 궤도의 품질을 결정하는 지표 중에 하나인 궤도품질지수를 머신러닝 기법을 활용하여 예측하였다. 머신러닝 기법으로 활용하고 있는 대표적인 3개의 모델로 궤도품질지수를 예측하여 가장 정확도가 높은 모델은 XGBoost으로 데이터셋에서 85% 이상의 예측정확도를 보였다. 또한 윤축과 대차의 z축의 진동가속도가 고저 궤도품질지수의 기여도가 높은 것으로 나타났으며, 이는 기존 연구결과와도 잘 일치하였다. 이러한 결과를 볼 때 단일 알고리즘인 서포터 벡터머신보다는 앙상블 알고리즘을 적용한 랜덤포레스트와 XGBoost이 정확도가 높은 것으로 판단된다. 따라서 머신러닝 기법에서 적용모델에 따라 정확도가 달라질 수 있기 때문에 차량진동가속도를 이용한 궤도품질지수를 예측하기 위해서는 앙상블 알고리즘을 가지는 모델을 적용하는 것이 적절할 것으로 판단된다.

• 문화기술의 융합
• /
• 제10권2호
• /
• pp.505-510
• /
• 2024

철도 레일은 차륜과 레일의 접촉면인 레일 표면에서 구름 접촉 피로 균열이 상시 발생할 수 있는 조건이기 때문에 균열의 상태를 철저히 점검하고 절손을 방지하기 위한 정밀한 점검 및 진단이 필요하다. 최근 궤도 시설의 성능 평가에 대한 세부 지침에서는 궤도 성능평가를 위한 방법과 절차에 관한 필요사항을 제시하고 있다. 그러나 레일 표면 손상을 진단하고 등급을 산정하는 것은 주로 외관 조사(육안 조사)에 의존하며, 이는 점검자의 주관적인 판단에 따른 정성적인 평가에 의존할 수밖에 없는 실정이다. 따라서 본 연구에서는 Fast R-CNN을 사용하여 레일 표면 결함 검출에 대한 딥러닝 모델 연구를 수행하였다. 레일 표면 결함 이미지의 데이터 세트를 구축한 후, 모델을 테스트하였다. 딥러닝 모델의 성능평가 결과에서 mAP가 94.9%로 나타났다. Fast R-CNN의 균열 검출 효과가 높기 때문에 이 모델을 사용하면 레일표면 결함을 효율적으로 식별할 수 있을 것으로 판단된다.