• 정보과학회 컴퓨팅의 실제 논문지
• /
• 제21권6호
• /
• pp.436-441
• /
• 2015

군집화 알고리즘은 그 종류에 따라 만들어낼 수 있는 군집의 종류와 보여줄 수 있는 정보의 수준이 차이가 난다. 밀도기반 군집화 알고리즘은 데이터 분포 상의 임의의 모양을 가진 군집을 잘 잡아내지만 보여줄 수 있는 계층정보가 매우 적거나 없는 수준이고, 반면 계층적 군집화 알고리즘은 자세한 계층 정보를 보여주지만 구 모양의 군집 외에는 잘 잡아내지 못한다. 이 논문에서는 이러한 두 군집화 방식의 대표적 알고리즘인 OPTICS와 응집 계층 군집화 알고리즘의 장점만을 취하는 계층 발생 프레임워크를 제시하고 이와 더불어 효과적 데이터 분석을 위한 여러 시각화, 상호작용 기법을 지원하는 시각적 분석 애플리케이션을 제공한다.

• 한국안전학회지
• /
• 제21권5호
• /
• pp.6-11
• /
• 2006

This study aims to measure a smoke density and velocity by using the PIV method in case a fire occurs in tunnels. By doing so, this will estimate a critical velocity, examine its appropriateness, and present the basic materials necessary for designing a smoke control equipment. For this study, a visualization test was conducted based on the 1/20 miniature of a real tunnel according to the Froude scaling. As a part of basic experiments, a correlation between smoke density and brightness was analyzed here, and a critical velocity was estimated on the condition that a fire breaks out in tunnels. As a result, this study finds that there is a correlation between smoke density and brightness within a range of 100% to 30% transmittance, from which a quantitative smoke density can be obtained. The study also suggests that a critical velocity calculated from the Kennedy formula shows about 10% difference from that estimated in the test.

• 한국가시화정보학회:학술대회논문집
• /
• 한국가시화정보학회 2003년도 추계학술대회 논문집
• /
• pp.111-114
• /
• 2003

Drop size is one of the most important parameters which are control the performance of the engine using liquid fuel/oxidizer and drop formation is mainly controlled by aerodynamic force caused by ambient gas. Because of this, empirical data and correlation acquired under standard ambient condition are not valid. So experiments under high ambient pressure condition to measure the drop size using image processing method And find the empirical correlation between SMD and chamber pressure(density), injection velocity.

• 대한기계학회:학술대회논문집
• /
• 대한기계학회 2001년도 춘계학술대회논문집D
• /
• pp.189-194
• /
• 2001

A simultaneous visualization of the behavior of bubbles and dry spots has been carried out for pool boiling of R-1l3 on a horizontal heater. From video imaging and image processing analysis, the formation of bubbles and dry spots occurs simultaneously, and therefore they should be considered as a synchronized concept rather than independent identities. The dry spot density is equivalent to the active site density in the region before CHF. At CHF point, large dry areas due to the coalescence of neighboring dry areas cover the heater surface.

• 한국분무공학회지
• /
• 제13권2호
• /
• pp.65-72
• /
• 2008

It is recognized that alternative fuel such as dimethyl ether (DME) has better combustion polluting characteristics than diesel fuel, even though the cetane number of DME is almost the same as that of diesel. Characteristics of DME spray were observed experimentally under various ambient conditions using a constant volume chamber and a common-rail injection system. N-dodecane and LPG fuel sprays were also observed under same conditions of DME spray. Using spray images from backlight scattering and Mie scattering, characteristics of fuel sprays such as penetration and spray volume were visualized and quantitatively measured. The measurements showed that the penetration of early period decreased remarkably, because evaporation of alternative fuels became prosperous by the influence of flash boiling phenomenon under the condition of the low temperature and pressure compared with n-dodecane. The penetration of DME and LPG spray received the influence of temperature more largely in comparison with low density, because the specific surface area increased by atomizing in high density.

• 한국지하수토양환경학회:학술대회논문집
• /
• 한국지하수토양환경학회 2004년도 임시총회 및 추계학술발표회
• /
• pp.89-92
• /
• 2004

The influence of a single fracture intersection on density-driven immiscible flow is compared between wetting (water into air) and nonwetting (Trichloroethylene into water) flows. At low supply rates, the intersection acted as a hysteretic gate to pulsed flow of the wetting phase, but had minimal influence on nonwetting phase flow. For both cases, increasing the supply rate led to the formation of continuous fluid tendrils that crossed the intersection without interruption. The wetting experiment returned to pulsed flow as the supply rate was decreased, while the nonwetting experiment maintained a continuous flow structure. Results suggest a fundamental difference between wetting and nonwetting phase flows in fracture network.

• 한국가시화정보학회지
• /
• 제15권3호
• /
• pp.20-26
• /
• 2017

The two-fluid equations are widely used to simulate two-phase flows in a nuclear reactor. For the two-fluid momentum equation, the wall and interfacial drag terms play an important role in predicting a two-phase flow behavior. Since the bubble density is much smaller than the water density, the bubble accelerates faster than the liquid in a nozzle. As a result, the bubble phase becomes faster than the liquid phase in the nozzle. In contrast, the opposite phenomena occur in the diffuser. The purpose of our study is to experimentally show these behaviors in an area-varying channel such as nozzle and diffuser. Experiments were made of turbulent bubbly flows in an area-varying horizontal channel. The velocities of the bubble and liquid phases were measured by the PIV technique. It was shown that the two-phase velocities were no longer close to each other in the area-varying regions. The bubble was faster than the liquid in the nozzle; in contrast, the bubble was slower than the liquid in the diffuser. Code simulations were also performed using the MARS code. By replacing the original wall drag model in the MARS code with Kim (1)'s wall drag partition model, we obtained the simulation results being consistent with experimental observations.

• 정보과학회 논문지
• /
• 제42권1호
• /
• pp.86-92
• /
• 2015

레벨 셋 트리는 다차원에 정의된 확률 밀도 함수를 표현하는데 유용하다. 복잡한 데이터의 구조를 트리 형태로 시각화하여 데이터의 형태를 효율적으로 파악할 수 있으며 클러스터링 분석에 효과적으로 이용할 수 있다. 본 논문에서는 미지의 확률 밀도 함수에서 생성된 데이터 샘플로부터 레벨 셋 트리를 생성하는 알고리즘을 제안한다. 제안된 알고리즘은 레벨을 0에서부터 무한대로 증가시키며 밀도 함수의 각 레벨 셋을 추정하고, 이로부터 레벨 셋 트리를 생성한다. 이를 위해 본 논문에서는 one-class 서포트 벡터 머신 (OC-SVM)을 이용하여 직접적으로 레벨 셋을 추정한다. 이때 다양한 레벨 값에 대해 OC-SVM 학습을 반복해야 하는데, OC-SVM 솔루션 path 알고리즘을 통해 빠른 시간 안에 모든 레벨값에 해당하는 레벨 셋를 추정할 수 있다.

• 한국인터넷방송통신학회논문지
• /
• 제17권6호
• /
• pp.187-193
• /
• 2017

본 논문은 성매매 금지법 이후 우후죽순으로 생겨난 기형적 유흥업소와 HIV/AIDS의 상관관계를 파악하기 위하여 인구밀도 대비 유흥업소의 수와, 감염자의 수치를 R 프로그램을 사용하여 시각화 하고, 어떠한 상관관계가 있는지 알아보도록 한다. 또한 상관관계를 통하여 어떠한 예상치 못한 변수가 작용하였고, 외부 요인으로 인하여 유흥업소 주변에 HIV/AIDS감염자들의 수치가 높은지에 대해 원인을 파악해 보도록 한다. 그리고 건전한 사회를 만들어가기 위하여 R을 통한 빅데이터 분석으로 우리가 지향해야할 목표와 자세에 대해 알아보도록 하고, 추후 더욱 연구가 필요한 부분에 관하여 논하기로 한다.

• 한국수소및신에너지학회논문집
• /
• 제26권2호
• /
• pp.136-147
• /
• 2015

Dead-ended operation of Proton Exchange Membrane Fuel Cell(PEMFC) provides the simplification of fuel cell systems to reduce fuel consumption and weight of fuel cell. However, the water accumulation within the channel prohibits a uniform supply of fuel. Optimization of the purge strategy is required to increase the fuel cell efficiency since fuel and water are removed during the purge process. In this study, we investigated the average voltage output which depends on two interrelated conditions, namely, the supply gas pressure, purging valve open time. In addition, flow visualization was performed to better understand the water build-up on the anode side and cathode side of PEMFC in terms of a variety of the current density. We analyzed the correlation between the purge condition and water flooding.