• Title/Summary/Keyword: Numerical Visualization

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Projection Pursuit K-Means Visual Clustering

  • Kim, Mi-Kyung;Huh, Myung-Hoe
    • Journal of the Korean Statistical Society
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    • v.31 no.4
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    • pp.519-532
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    • 2002
  • K-means clustering is a well-known partitioning method of multivariate observations. Recently, the method is implemented broadly in data mining softwares due to its computational efficiency in handling large data sets. However, it does not yield a suitable visual display of multivariate observations that is important especially in exploratory stage of data analysis. The aim of this study is to develop a K-means clustering method that enables visual display of multivariate observations in a low-dimensional space, for which the projection pursuit method is adopted. We propose a computationally inexpensive and reliable algorithm and provide two numerical examples.

Development of Zonal-Embedded-Grid Method for a Polar Coordinate System and Application to the Spin-up Flow within a Semi-Circular Cylinder

  • SUH Yong Kweon;YEO Chang-Ho
    • 한국가시화정보학회:학술대회논문집
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    • 2004.12a
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    • pp.81-90
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    • 2004
  • A zonal embedded grid technique has been developed for computation of the two-dimensional Navier-Stokes equations with cylindrical coordinates. The fundamental idea of the zonal embedded grid technique is that the number of azimuthal grids can be made small near the origin of the coordinates so that the grid size is more uniformly distributed over the domain than with the conventional regular-grid system. The code developed using this technique combined with the explicit, finite-volume method was then applied to calculation of the spin-up flows within a semi-circular cylinder. It was shown that the numerical results were in good agreement with the experimental results both qualitatively and quantitatively.

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Errors and applicabilities of cylindrical acoustic holography (원통면 음향 홀로그래피를 이용한 음장예측의 오차 해석 및 적용 방법)

  • 김시문;권휴상;김양한
    • Journal of KSNVE
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    • v.5 no.1
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    • pp.37-48
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    • 1995
  • The prediction of sound pressure using acoustic holography has been recognized as a useful tool for the visualization of sound field. Cylindrical acoustic holography amongst acoustic holographic methods planar, spherical, and cylindrical ones-has a wide range of application since its rather simple construction and easy implementation for the sources. To utilize the propery of cylindrical holographic method, estimation errors associated with holographic parameters such as aperture size and sampling space must be envisaged. In this these errors have been studied by numerical simulation and the relation between the errors and the spectrum in wavenumber domain is described. The results are also confirmed by simple experiments.

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An Experimental Study on the Pressure Distribution for the Surface of a Road Vehicle Model Subjected to Various Wind Direction (풍향의 변화에 따른 자동차 모형 표면의 압력분포에 대한 실험적 연구)

  • 지호성;김경천;박원규
    • Transactions of the Korean Society of Automotive Engineers
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    • v.9 no.2
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    • pp.84-91
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    • 2001
  • To investigate the aerodynamic characteristics of the on a road vehicle, experimenrs were performed at an Atmospheric Boundary Layer Wind Tunnel. The scaled model of an automobile with 1 : 3 scaling ratio was used. The Reynolds number based on the free stream velocity and model length was $7.93{\times}10^5$. The influence of crosswind to the stability of automobile was investigated by the pressure distribution measurements and flow visualization studies. with the variation of the angle of attack, the change in pressure coefficient depends highly on the flow separation regimes. The experimental and numerical results are compared and found to be in good agreements.

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Air Distribution Performance According to the Gap Opening of a Temperature Controlled Diffuser (냉난방 온도감지 디퓨져의 간극변화에 따른 기류분포 특성)

  • Han Hwataik;Shin Min-Woo;Yom Chol-Min;Choi Sun-Ho
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.18 no.2
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    • pp.180-185
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    • 2006
  • This study has been conducted in order to develop a temperature-controlled round pan diffuser with variable-openings. Flow visualization was performed to investigate the airflow patterns according to gap openings. The velocity profiles were measured using an omni-directional anemometer for two cases, i.e. a horizontal and a vertical discharge conditions. Numerical simulation also confirms there is a narrow range of gap openings where a horizontal discharge shifts to a vertical discharge. The air distribution performance index increases abruptly when the air discharge shifts from vertical to horizontal direction.

Modelling for Dilution Ventilation of Indoor Contamination Materials (실내 오염물질의 희석환기에관한 모델링)

  • Sim, Seong-Hun;Jo, Sang-Jun;Kim, Gwang-Yeong
    • 한국기계연구소 소보
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    • s.19
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    • pp.31-42
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    • 1989
  • To investigate design factors of dilution ventilation system, numerical analysis of air contamination flow and concentration distribution have been made, by using the low Reynolds number turbulent model. And flow visualization and measurement of particle concentration for that model also have been made. By comparing of these results we have secured the essential data for the adequate counterplan of dilution ventilation system. The results of this study are as follows: 1) Inlet should be located near the wall for the prevention of the formation of the recircula¬tion zone. 2) In case of natural exhaust, air contamination flow is driven to the far outlet from the inlet. 3) It is favorable for dilution to make turbuence as much as possible.

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Study on the Spin-up of Fluid in a Semi-Circular Container Using a Zonal-Embedded-Grid Method (국소적 격자 삽입법을 이용한 반 원주 내의 스핀업 유동에 대한 연구)

  • Yeo, Chang-Ho;Suh, Yong-Kweon
    • Proceedings of the KSME Conference
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    • 2004.04a
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    • pp.1885-1890
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    • 2004
  • In this paper the numerical method with a zonal embedded grid system was applied to the spin-up flow within a semi-circular container. Flow visualization was also performed on a rotating table. The results show that at a low level of damping (i.e. low viscosity and high liquid depth) a cyclonic cell produced initially near the left-hand-side corner of the container moves along a wall and merged with the cell on the right-hand-side.

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Three-dimensional Laminar Flow past a Rotating Cylinder (회전하는 원형 실린더 주위의 층류 유동장에 관한 수치적 연구)

  • Lee, Yong-Suk;Doo, Jeong-Hoon;Ha, Man-Yeong;Yoon, Hyun-Sik
    • Proceedings of the KSME Conference
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    • 2008.11b
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    • pp.2733-2737
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    • 2008
  • The present study numerically investigates three-dimensional laminar flow past a rotating circular cylinder placed in a uniform stream. For the purpose of a careful analysis of the modification of flow by the effect of the rotation on the flow, numerical simulations are performed at a various range of rotational speeds($0{\leq}{\alpha}{\leq}2.5$) at one Reynolds number of 300. As $\alpha$ increases, flow becomes stabilized and finally a steady state beyond the critical rotational speed. The 3D (three dimensional) wake mode of the stationary cylinder defined at this Reynolds number has been disorganized according to $\alpha$, which were observed by the visualization of 3D vortical structures. The variation of the Strouhal number is significant when the wake pattern is changed according to the rotational speed. As $\alpha$ increases, the lift increases, whereas the drag decreases.

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Design of Numerical Information System based on Separated Mnemonic System (분리된 기억법 기반 수치 정보 시스템 설계)

  • Kim, Boon-Hee
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2018.01a
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    • pp.183-184
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    • 2018
  • 기억법은 수치와 같은 어려운 정보를 기억하기 쉽도록 제안한 방법을 의미한다. 동영상 정보에 익숙해져 있는 세대에서도 수치정보를 기억하기는 매우 어렵다. 이에 관련 전문가들이 제안한 기억법을 익혀 적용해보면 기억률 향상의 결과를 확인할 수 있다. 본 연구에서는 수치 정보에 대해 이미지 정보와 매치하여 기억률 향상에 도움을 주는 구조를 제안하고자 한다. 이전 연구에서 모바일 환경에 적합한 앱을 개발하여 수치에 해당되는 이미지를 보여주는 형태를 제안하였다. 본 연구에서는 핸드폰 번호를 기준으로 앞 4자리와 뒤 4자리를 분리하여 적용한 방법을 설계한다. 비슷한 패턴의 이미지가 연속적으로 일정 숫자 이상 이어지는것 보다 다른 패턴으로 분리하여 제시함으로써 더 높은 기억률의 결과를 예상할 수 있다.

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Rudder Gap Cavitation Suppression Using Gap Flow Blocking Devices

  • Oh, Jung-Keun;Lee, Chang-Min;Lee, Hee-Bum;Rhee, Shin-Hyung;Suh, Jung-Chun;Kim, Hyo-Chul
    • Journal of Ship and Ocean Technology
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    • v.12 no.4
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    • pp.20-31
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    • 2008
  • Development of rudder gap flow blocking device for lift augmentation and cavitation suppression is presented. In order to verify the performance of this device, cavitation visualization and surface pressure measurements were carried out in a cavitation tunnel. Numerical simulations were conducted using a computational fluid dynamics code for more rigorous verification. The new rudder system is equipped with cam devices, which effectively close the gap between the horn/pintle and movable wing parts. The experimental and computational results show that the proposed rudder system is superior to the conventional rudder systems in terms of the lift augmentation and cavitation suppression.