• Title/Summary/Keyword: Passenger Model

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Application of SARIMA Model in Air Cargo Demand Forecasting: Focussing on Incheon-North America Routes (항공화물수요예측에서 계절 ARIMA모형 적용에 관한 연구: 인천국제공항발 미주항공노선을 중심으로)

  • SUH, Bo Hyoun;YANG, Tae Woong;HA, Hun-Koo
    • Journal of Korean Society of Transportation
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    • v.35 no.2
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    • pp.143-159
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    • 2017
  • For forecasting air cargo demand from Incheon National Airport to all of airports in the United States (US), this study employed the Seasonal Autoregressive Integrated Moving Average (SARIMA) method and the time-series data collected from the first quarter of 2003 to the second quarter of 2016. By comparing the SARIMA method against the ARIMA method, it was found that the SARIMA method performs well, relatively with time series data highlighting seasonal periodic characteristics. While existing previous research was generally focused on the air passenger and the air cargo as a whole rather than specific air routes, this study emphasized on a specific air cargo demand to the US route. The meaningful findings would support the future research.

Crashworthiness Evaluation of Bridge Barriers Built with Hot-dip Zinc-aluminium-magnesium Alloy-coated Steel (고내식성 용융합금도금강판 적용 교량난간의 충돌성능 평가)

  • Noh, Myung-Hyun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.3
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    • pp.171-176
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    • 2016
  • This paper proposes road safety facilities applying Hot-dip zinc-aluminum-magnesium alloy-coated steel sheets and coils to reduce the loss of function caused by the corrosion of steel in the service state. Vehicle crash simulations and full-scale crash tests were carried out to provide reliable information on evaluating the crash performance with the products of road safety facilities built with hot-dip zinc-aluminum-magnesium alloy-coated steel. From the results of the simulations and full-scale crash tests, the impact behaviors evaluated by the three-dimensional crash simulations considering the strain-rate dependency in a constitutive model were similar to those obtained from the full-scale crash test results. The full-scale crash test results met the crashworthiness evaluation criteria; hence, the proposed bridge barrier in this paper is ready for field applications.

A STUDY ON THE AERODYNAMIC EFFECTS WHEN A HIGH-SPEED TRAIN PASSING THROUGH AN UNDERGROUND STATION USING COMPUTATIONAL FLUID DYNAMICS (고속열차의 지하정거장 통과 시 발생하는 공기역학적 영향에 대한 전산유체해석 연구)

  • Lim, K.M.;Kim, Y.M.;Bang, M.S.;Kwon, H.B.
    • Journal of computational fluids engineering
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    • v.21 no.4
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    • pp.61-70
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    • 2016
  • Dong-tan Station, shared by high-speed railway and urban express railway, is a very complicated underground station having 6 tracks together with barrier and shafts between them, therefore it seems very hard to investigate the aerodynamic effects including the pressure variation and train gust in the station when a high-speed train runs through it. In this study, the aerodynamic effects on the structures and platform passengers when a high-speed train runs through an underground station have been studied using Computational Fluid Dynamics. STAR-CCM+ has been employed for numerical simulation based on Navier-Stokes equation and 2-equation turbulence model and moving mesh scheme supported by STAR-CCM+ has also been used to represent the relative motion between a train and station. Based on the simulation results, the unsteady flow fields in the underground station induced by the high-speed train have been analyzed and the pressures on the PSDs and pressure variation at the platform have quantitatively assessed.

Predicting Noise inside a Trimmed Cavity Due to Exterior Flow (외부 유동에 의한 흡차음재 공간내의 소음 예측)

  • Jeong, ChanHee;Ganty, Bastien;Choi, EuiSung;Cho, MunHwan
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2014.04a
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    • pp.466-471
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    • 2014
  • The interior vehicle noise due to the exterior aerodynamic field is an important topic in the acoustic design of a car. The air flow detached from the A-pillar and impacting the side windows are of particular interest as they are located close to the driver / passenger and provides a lower insulation index than the trimmed car body parts. This paper presents a numerical analysis method for a simplified vehicle model. The internal air cavity including trim component are included in the simulation. The car body includes the windshield and two side windows. The body is made of aluminum and trimmed with porous layers. The methodology proposed in this paper relies on two steps: the first step involves the computation of the exterior flow and turbulence induced non-linear acoustic field using PowerFlow. The second step consists in the computation of the vibro-acoustic transmission through the window using the finite element vibro-acoustic solver Actran. Additionally in order to validate the numerical process, an experimental set-up has been created based on the simplified vehicle. The vibration of the windshield and windows, the total wind noise level results and the relative contributions of the different windows are then presented and compared to measurements. The influence of the flow yaw angle (different wind orientation) is also assessed.

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Automotive Airbag Inflator Analysis Using Measured Properties of Modern Propellants (추진제 특성을 이용한 에어백 인플레이터 성능 제어에 대한 실험 및 해석에 대한 연구)

  • Seo, Young-Duk;Kim, Gun-Woo;Hong, Bum-Suk;Kim, Jin-Ho;Chung, Suk-Ho;Yoh, Jai-Ick
    • Transactions of the Korean Society of Automotive Engineers
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    • v.18 no.6
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    • pp.53-62
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    • 2010
  • An airbag is composed of housing assembly, door assembly, cushion assembly, and an inflator. The inflator is the essential part that generates gas for airbag. When an airbag is activated, it effectively absorbs the crash energy of the passenger by inflating a cushion. In this study, tank tests were performed with newly synthesized propellants with various compositions, and the results are compared with the numerical results. In the simulation of inflator, a zonal model has been adopted which consisted of four zones of flow regions: combustion chamber, filter, gas plenum, and discharge tank. Each zone was described by the conservation equations with specified constitutive relations for gas. The pressure and temperature of each zone of the inflator were calculated and analyzed and the results were compared with the tank test data. In the zone of discharge tank the pressure quickly rose, the pattern of pressure curve was very similar to the pressure curve of real test. And in zone 1 & 2 & 3 the mass of products was increased and decreased with time. In zone 4, the mass of products was increased with time like real inflator. From the similarity of pressure curve in zone 4 and closed bomb calculation the modeled results are well correlated with the experimental values.

A Study for Characteristics of PM10 in the Subway Passenger Cabins (지하철 전동차 객실에서의 PM10 오염특성 파악에 관한 연구)

  • Oh, Mi-Seok;Park, Duck-Shin;Park, Eun-Young
    • Journal of Korean Society for Atmospheric Environment
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    • v.27 no.5
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    • pp.523-533
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    • 2011
  • This study had the aim of characteristics of $PM_{10}$ in subway cabins. $PM_{10}$ was measured by times of day (rush and non rush hours) and seasons with real time $PM_{10}$ sampler on the subway cabins of line 7. Filter samples were collected for evaluation of their elemental composition as well as identification of major sources of $PM_{10}$ using a receptor model, PMF. $PM_{10}$ concentration were the highest in the winter season both in the rush and non rush hours at 152.8 ${\mu}g/m^3$, 90.2 ${\mu}g/m^3$ respectively. The $PM_{10}$ concentrations in rush hour were 30% higher compared to non rush hours. Based on the chemical information, the composition rare of inorganic elements was 52.5%, anions were 10.2% and others were 37.3%. Fe was the most abundant element and significantly correlated (p.0.01) with Mn (r=0.97), Ti (r=0.91), Cr (r=0.88), Ni (r=0.89) and Cu (r=0.88). Characterized $PM_{10}$ sources by PMF in the cabin were soil and road dust related sources (27.2%), railroad related sources (47.5%), secondary nitrate sources (16.2%) and a Cl-factor mixed with a secondary sulfate source (9.1%).

Analyzing the Influence Factors on Efficiency of Railway Transport using DEA and Tobit Model (DEA와 Tobit 모형을 이용한 철도산업 효율성 결정요인 분석)

  • Lee, Yoon-Mi;Yoo, Jae-Kyun
    • Journal of the Korean Society for Railway
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    • v.12 no.6
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    • pp.1030-1036
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    • 2009
  • In 1990's, in Europe and some advanced nations, the structural reform of the railroad industry for improving the productive efficiency of the railroad industry and competitive power had been progressed. This paper empirically explores the relationship between railway restructuring and productive efficiency in the railway industry. We use Data Envelopment Analysis (DEA) to construct efficiency scores, and explain these scores, using Tobit regression analysis by using variables reflecting institutional factors and organizational type. Our results suggest that vertical separation, infrastructure and services are separated, and horizontal separation, passenger service and freight service are separated, improve productive efficiency. We also find that market competition has positive effect on the efficiency, but independent management from the government has negative effect, which is in line with economic intuition as well as with expectations on the railway restructuring. As a consequence, increased independence without sufficient competition and adequate regulation may deteriorate incentives for productive efficiency.

Assessment of the Structural Safety for Light-Weight Steel Twin Car-Ferry for Coastal Voyage (연안 항해용 스틸 쌍동 차도선의 경량화 모델 및 구조안전성 평가)

  • Kim, Jae-hyeong;Lee, Sang-eui;Park, Joo-Shin;Lee, Gyeong-Woo;Seo, Kwang-Cheol
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.26 no.4
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    • pp.403-411
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    • 2020
  • This paper discusses the main findings of the development of the twin-hull Car ferry for island freight and passenger transport. The final model had a 19 m wide beam to create enough space for cars on the deck area and thus, enhance the economic feasibility in the market. The vessel had a V-shape with a bulbous bow to minimize the wave-making resistance and the hydrodynamic performance of the ship was verified through computational fluid dynamics. Multi-objective optimization problems of Pareto simulated annealing were used to achieve a weight reduction of approximately 3.9 % and reduce the manufacturing cost. The main results obtained in this study are expected to be useful to engineers and professionals in related industries interested in research on twin catamaran.

A Study on the Improvement of the Load Pressure Feedback Mechanism of the Proportional Pressure Control Valve (비례압력제어밸브의 부하압력 피드백방법 개선에 관한 연구)

  • Oh, In-Ho;Jang, Ji-Seongng;Lee, Ill-Yeong;Chung, Dai-Jong;Cho, Sung-Hyun
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.21 no.5
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    • pp.719-726
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    • 1997
  • The proportional pressure control valve having versatile functions and higher performance is an essential conponent in the open loop controlled rear wheel steering gear of the four wheel steering system in a passenger car. In this study, the authors suggest a new type of load pressure feedback mechanism which can make it easy to change the range of controlled pressure without changing the capacity of solenoid. The concept of suggested mechanism, composed of the pressure chamber with throttles in series, was described. The mathematical model was derived from the rear wheel steering gear consisting of a valve and a cylinder for the purpose of analyzing the valve characteristics. And the programme for computing the characteristic of the valve was developed. Experiments were performed to confirm the performance of the valve and computations were carried out to ascertain the usefulness of the developed programme. The results from computations fairly coincide with those from experiments. And the results from experiments and computations show that the performance of new valve was as good as that of the already developed one and the new valve has advantages such as the easiness of changing the range of controlled pressure and the decrease of power loss at neutral position without the decline of performance.

Numerical Study on Aerodynamic Lift on Windshield Wiper of High-Speed Passenger Vehicles (자동차 고속 주행시 와이퍼 부상현상에 대한 수치해석 연구)

  • Lee, Seung-Ho;Lee, Sung-Won;Hur, Nahm-Keon;Choi, Woo-Nyoung;Sul, Jin-Hwan
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.35 no.4
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    • pp.345-352
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    • 2011
  • In the present study, a three-dimensional CFD simulation on aerodynamic lift acting on windshield wiper blades was performed to improve the wiping performance of a vehicle moving at a high speed. To predict the reliable flow characteristics around the windshield wiper system, the computational domain included the full vehicle model with detailed geometry of wiper blades in the wind tunnel. From the numerical results, the drag and lift coefficients of wiper blade were obtained for the performance of windshield wiper. With this aerodynamic characteristics of windshield wiper, the effects of wiping angles and hood tip angle on the wiping performance of the windshield wiper were evaluated.