• 제목/요약/키워드: Data-flow

검색결과 9,774건 처리시간 0.039초

Spatial flow structure around a smooth circular cylinder in the critical Reynolds number regime under cross-flow condition

  • Raeesi, Arash;Cheng, Shaohong;Ting, David S.K.
    • Wind and Structures
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    • 제11권3호
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    • pp.221-240
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    • 2008
  • The spanwise flow structure around a rigid smooth circular cylinder model in cross-flow has been investigated based on the experimental data obtained from a series of wind tunnel tests. Surface pressures were collected at five spanwise locations along the cylinder over a Reynolds number range of $1.14{\times}15^5$ to $5.85{\times}10^5$, which covered sub-critical, single-bubble and two-bubble regimes in the critical range. Separation angles were deduced from curve fitted to the surface pressure data. In addition, spanwise correlations and power spectra analyses were employed to study the spatial structure of flow. Results at different spanwise locations show that the transition into single-bubble and two-bubble regimes could occur at marginally different Reynolds numbers which expresses the presence of overlap regions in between the single-bubble regime and its former and later regimes. This indicates the existence of three-dimensional flow around the circular cylinder in cross-flow, which is also supported by the observed cell-like surface pressure patterns. Relatively strong spanwise correlation of the flow characteristics is observed before each transition within the critical regime, or formation of first and second separation-bubbles. It is also noted that these organized flow structures might lead to greater overall aerodynamic forces on a circular cylinder in cross-flow within the critical Reynolds number regime.

유한요소 LES법에 의한 축류 회전차 팁 틈새의 유동해석 (Flow Analysis in the Tip Clearance of Axial Flow Rotor Using Finite-Element Large-Eddy Simulation Method)

  • 이명호
    • Journal of Advanced Marine Engineering and Technology
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    • 제33권5호
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    • pp.686-695
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    • 2009
  • Flow characteristics in linear axial cascade have been studied using large eddy simulation(LES) based on finite element method(FEM) to investigate details of the leakage flow in the tip clearance of axial flow rotor. STAR-CD(FVM) and PAT-Flow(FEM) have been adopted to solve the Navier-Stokes equations for the simulation of the unsteady turbulent flow. Numerical results from the present study have been compared with the existing experimental results to investigate a tip clearance effect on velocity profile and static pressure distribution on blade surface at various spanwise positions. Both simulation results agree well with the experimental data. However, it has been shown that the results of finite-element large-eddy simulation agree better with experimental data than $k-{\varepsilon}$ turbulent model based on finite volume method regarding the tip vortex geometry and static pressure distribution at the center of the tip vortex core. As a result of this study, it is shown that finite-element large-eddy simulation method can predict more exactly on the tip leakage vortex flow and behind flow field.

투수층흐름에서의 마찰계수 (Friction Factor of Seepage Flow)

  • 유동훈;권순국
    • 한국해안해양공학회지
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    • 제6권4호
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    • pp.397-403
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    • 1994
  • 레이놀즈수에 대한 투수층흐름 마찰계수의 관계식을 개발하고자 투수층수조 실험을 실시하였다. 사용된 투수층수조는 물이 거의 수평으로 흐르도록 유도하는 장치이다. 각 구간마다 수두의 변화로 한번의 실험으로 다양한 수리조건을 재현할 수 있는 포괄성을 갖고 있으며, 여러 조의 수리실험을 실시하였다. 보다 광범위한 수리조건을 재현하기 위하여 여러 크기의 골재를 사용하였고 유출량도 다양하게 송출하였다. 기존자료를 이용하여 형상계수 산정식을 개발하였으며, 금번 수조실험의 결과를 이용하여 레이놀즈수가 1부터 600까지의 조건에서 투수층흐름 마찰계수를 구하는 양해법 산정식을 개발하였다. 관측된 마찰계수의 분포경향을 고려하였을 때, 레이놀즈수가 600보다 큰 난류조건에서도 동일 산정식을 사용할 수 있으리라 기대된다.

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STATUS AND PERSPECTIVE OF NUCLEAR DATA PRODUCTION, EVALUATION AND VALIDATION

  • TRKOV A.
    • Nuclear Engineering and Technology
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    • 제37권1호
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    • pp.11-24
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    • 2005
  • A very important feature in the development of nuclear technology has been and will continue to be the flow of information from nuclear data production to the various applications fields in nuclear technology. Both, nuclear data and this communications flow are defined in this paper. Nuclear data result from specific technical activities including their production, evaluation, processing, verification, validation and applications. These activities are described, focusing on nuclear reactor calculations. Mathematical definitions of different types of nuclear data are introduced, and international forums involved in nuclear data activities are listed. Electronic links to various sources of information available on the web are specified, whenever possible.

유아교사의 직무스트레스와 교수몰입의 관계 : 내적·외적 회복탄력성의 매개효과 (The Relationship Between Job Stress and Teaching Flow of Early Childhood Teachers : The Mediating Effect of Early Childhood Teachers' Resilience)

  • 김성희;안효진
    • 가정과삶의질연구
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    • 제34권4호
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    • pp.37-49
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    • 2016
  • The purpose of this study was to examine the mediating effect of inner resilience and external resilience on the relationship between the job stress of early childhood education teachers and their teaching flow. Data were collected through questionnaires from 221 early childhood Korean teachers in the InCheon area. The instruments used in this study were the Kindergarten Teachers' Job Stress Scale, Early Childhood Teachers' Resilience Scale, and Teaching Flow Scale. The data were analyzed by Pearson's correlation analysis, multiple regression analysis, and Baron and Kenny's method. It was adapted to SPSS ver. 18.0 for Windows. This study followed a mediated effect model. First, there was a negative correlation between the job stress and teaching flow. There was a positive correlation between the teaching flow and the resilience. Secondly, there was a negative correlation with job stress and teaching flow in path model 1. In path model 2, there was a positive correlation with resilience and teaching flow. Teaching flow was statistically and significantly influenced by resilience. Thirdly, there was the mediating effect of inner resilience and external resilience on the relationship between the job stress of early childhood education teachers and their teaching flow. These results can be used as the basic data for the improvement of early childhood education teachers' teaching flow in the future.

머신러닝 기법을 이용한 미계측 유역에 적용 가능한 지역화 유황곡선 산정 (Estimation of regional flow duration curve applicable to ungauged areas using machine learning technique)

  • 정세진;이승필;김병식
    • 한국수자원학회논문집
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    • 제54권spc1호
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    • pp.1183-1193
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    • 2021
  • Low flow는 하천수의 공급관리 및 계획, 관개용수 등 다양한 분야에 영향을 미친다. 이러한 유황곡선을 산정하기 위해서는 30년 이상의 충분한 기간의 유량자료의 확보가 필수적이다. 하지만 국가하천 단위 이하의 하천의 경우 장기간의 유량자료가 없거나 중간에 일정기간 동안 결측된 관측소가 있어 하천별 유황 곡선을 산정하기에 한계가 있다. 이에 과거에는 미계측 유역의 유황을 예측하기 위해 다중회귀분석(Multiple Regression Analysis), ARIMA 모형 등 통계학적 기반의 기법들을 사용하였지만, 최근에는 머신러닝, 딥러닝 모형의 수요가 증가하고 있다. 이에 본 연구에서는 최신 패러다임에 맞는 머신러닝 기법인 DNN기법을 제시한다. DNN기법은 ANN기법의 단점인 학습과정에서 최적 매개변수 값을 찾기 어렵고, 학습시간이 느린 단점을 보완한 방법이다. 따라서 본연구에서는 DNN 모형을 이용하여 미계측 유역에 적용 가능한 유황곡선을 산정하고자 한다. 먼저, 유황곡선에 영향을 미치는 인자들을 수집하고 인자들 간의 다중공선성 분석을 통해 통계적으로 유의한 변수를 선정하여, 머신러닝 모형에 입력자료를 구축하였다. 통계적 검증을 통해 머신러닝 기법의 효용성을 검토하였다.

3D 지형데이터를 활용한 산지유역 토석류 흐름 모의에 관한 연구 (Simulation of the Debris Flow Diffusion in the Mountainous Watershed Using 3D Terrain Data)

  • 오채연;전계원
    • 한국방재안전학회논문집
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    • 제12권3호
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    • pp.1-11
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    • 2019
  • 본 연구는 집중호우로 인해 많은 토석류가 발생한 강원도 인제군에 속한 설악산 국립공원 일대를 선정하고 현장 조사를 실시하였다. 유역의 특징을 분석하기 위해 GIS 기법을 이용하여 지형 공간자료를 구축하였으며, 재해 발생 이후의 지형자료 구축을 위하여 지상 LiDAR를 활용하여 토석류 발생 구간을 스캔하고 3D 지형자료를 생성하였다. LiDAR 지형자료는 기존 수치 지도(재해발생 이전)와 비교하여 정밀도를 평가하고 재해 발생 전·후의 지형자료를 비교 분석하였다. 그리고 FLO-2D 모형을 활용하여 토석류 확산면적을 산정하고 실제 토석류 발생 구간과 비교 분석하였다.

DOES LACK OF TOPOGRAPHIC MAPS LIMIT GEO-SPATIAL HYDROLOGY ANALYSYS?

  • Gangodagamage, Chandana;Flugel, Wolfgang;Turrel, Dr.Hagh
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2003년도 Proceedings of ACRS 2003 ISRS
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    • pp.82-84
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    • 2003
  • Watershed boundaries and flow paths within the watershed are the most important factors required in watershed analysis. Most often the derivation of watershed boundaries and stream network and flow paths is based on topographical maps but spatial variation of flow direction is not clearly understandable using this method. Water resources projects currently use 1: 50, 000-scale ground survey or aerial photography-based topographical maps to derive watershed boundary and stream network. In basins, where these maps are not available or not accessible it creates a real barrier to watershed geo-spatial analysis. Such situations require the use of global datasets, like GTOPO30. Global data sets like ETOPO5, GTOPO30 are the only data sets, which can be used to derive basin boundaries and stream network and other terrain variations like slope aspects and flow direction and flow accumulation of the watershed in the absence of topographic maps. Approximately 1-km grid-based GTOPO 30 data sets can derive better outputs for larger basins, but they fail in flat areas like the Karkheh basin in Iran and the Amudarya in Uzbekistan. A new window in geo-spatial hydrology has opened after the launching of the space-borne satellite stereo pair of the Terra ASTER sensor. ASTER data sets are available at very low cost for most areas of the world and global coverage is expected within the next four years. The DEM generated from ASTER data has a reasonably good accuracy, which can be used effectively for hydrology application, even in small basins. This paper demonstrates the use of stereo pairs in the generation of ASTER DEMs, the application of ASTER DEM for watershed boundary delineation, sub-watershed delineation and explores the possibility of understanding the drainage flow paths in irrigation command areas. All the ASTER derived products were compared with GTOPO and 1:50,000-based topographic map products and this comparison showed that ASTER stereo pairs can derive very good data sets for all the basins with good spatial variation, which are equal in quality to 1:50,000 scale maps-based products.

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토석류 발생지역 지형자료 구축 및 FLO-2D 모델링 (Terrain Data Construction and FLO-2D Modeling of the Debris-Flow Occurrences Area)

  • 오채연;전계원
    • 한국방재안전학회논문집
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    • 제12권4호
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    • pp.53-61
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    • 2019
  • 토석류의 발생은 산악지역에 위치한 도로나 주택가에 심각한 위험을 초래하며 많은 재산의 손실을 발생시킨다. 본 연구에서는 산악지역에서 발생한 토석류를 모의하기 위해 2개의 유역을 선정하고 공간자료를 구축하였다. 첫 번째 유역의 경우 지상 LiDAR를 활용하여 토석류 발생 구간을 스캔하고 지형 자료를 구축하였으며 두 번째 유역의 경우는 드론을 활용하여 유역의 퇴적부를 촬영하고 DSM(Digital surface model)을 생성하였다. 그리고 토석류 발생이 하류부에 미치는 영향을 분석하기 위해 2차원 상용 모델인 FLO-2D를 사용하여 토석류의 흐름 영역을 시뮬레이션하고 지상 LiDAR 및 드론 측정데이터의 퇴적부와 비교분석하였다.