• 한국통계학회:학술대회논문집
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• 한국통계학회 2003년도 추계 학술발표회 논문집
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• pp.9-14
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• 2003

A Bayesian model-based clustering method is proposed for clustering objects on the basis of dissimilarites. This combines two basic ideas. The first is that tile objects have latent positions in a Euclidean space, and that the observed dissimilarities are measurements of the Euclidean distances with error. The second idea is that the latent positions are generated from a mixture of multivariate normal distributions, each one corresponding to a cluster. We estimate the resulting model in a Bayesian way using Markov chain Monte Carlo. The method carries out multidimensional scaling and model-based clustering simultaneously, and yields good object configurations and good clustering results with reasonable measures of clustering uncertainties. In the examples we studied, the clustering results based on low-dimensional configurations were almost as good as those based on high-dimensional ones. Thus tile method can be used as a tool for dimension reduction when clustering high-dimensional objects, which may be useful especially for visual inspection of clusters. We also propose a Bayesian criterion for choosing the dimension of the object configuration and the number of clusters simultaneously. This is easy to compute and works reasonably well in simulations and real examples.

• Current Optics and Photonics
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• 제2권6호
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• pp.568-575
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• 2018

Various techniques to measure the three-dimensional (3D) surface profile of a 3D micro- or nanostructure have been proposed. However, it is difficult to apply such techniques directly to industrial uses because most of them are relatively slow, unreliable, and expensive. The HiLo optical imaging technique, which was recently introduced in the field of fluorescence imaging, is a promising wide-field imaging technique capable of high-speed imaging with a simple optical configuration. It has not been used in measuring a 3D surface profile although confocal microscopy originally developed for fluorescence imaging has been adapted to the field of 3D optical measurement for a long time. In this paper, to the best of our knowledge, the HiLo optical imaging technique for measuring a 3D surface profile is proposed for the first time. Its optical configuration and algorithm for a precisely detecting surface position are designed, optimized, and implemented. Optical performance for several 3D microscale structures is evaluated, and it is confirmed that the capability of measuring a 3D surface profile with HiLo optical imaging technique is comparable to that with confocal microscopy.

• Nuclear Engineering and Technology
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• 제51권4호
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• pp.996-1007
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• 2019

We investigated the influence of the aspect ratio (H/R) of the oxide layer on the reactor vessel heating in three-layer configuration. Based on the analogy between heat and mass transfers, we performed mass transfer experiments to achieve high Rayleigh numbers ranging from $6.70{\times}10^{10}$ to $7.84{\times}10^{12}$. Two-dimensional (2-D) semi-circular apparatuses having the internal heat source were used whose surfaces of top, bottom and side simulate the interfaces of the oxide layer with the light metal layer, the heavy metal layer, and the reactor vessel, respectively. Multi-cell flow pattern was identified when the H/R was reduced to 0.47 or less, which promoted the downward heat transfer from the oxide layer and possibly mitigated the focusing effect at the upper metallic layer. The top boundary condition greatly affected the natural convection of the oxide layer due to the presence of secondary flows underneath the cold light metal layer.

• 한국공작기계학회:학술대회논문집
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• 한국공작기계학회 1999년도 추계학술대회 논문집 - 한국공작기계학회
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• pp.464-469
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• 1999

Recently, the need for designing multi-stage gear drive has been increased as the hear drives are used more in the applications with high-speed and small volume. The design of multi-stage gear drives includes not only dimensional design but also configuration design of various machine elements. Until now, however, the researches on the design of gear drives are mainly focused on the single-stage gear drives and the design practices for multi-stage gear drives, especially in configuration design activity, mainly depend on the experiences and 'sense' of the designer by trial and error. We propose a design algorithm to automate the dimension design and the configuration design of multi-stage gear drives. The design process consists of four steps. The number of stage should be determined in the first step. In second step, the gear ratios of each reduction stage are determined using random search, and the ratios are basic input for the dimension design of gears, which is performed by the exhaustive search in third step. The designs of gears are guaranteed by the pitting resistance and bending strength rating practices by AGMA rating formulas. In configuration design, the positions of gears are determined to minimize the volume of gearbox using simulated annealing algorithm. The effectiveness of the algorithm is assured by the design example of a 4-stage gear drive.

• 대한조선학회논문집
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• 제36권2호
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• pp.9-21
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• 1999

물분사 추진장치(waterjet)는 현재 고속선의 추진기로 폭넓게 사용되고 있으나, 입구면(inlet) 형상에 따른 효율 문제와 제작상의 어려움으로 인해 제작사는 한정되어 있다. 입구면 형상 설계에 있어서 가장 중요한 문제는 효율에 크게 영향을 주는 공동(cavitation) 발생을 최소화하는 것이다. 본 논문에서는 포텐셜 유동해석에 의해 공동발생이 최소화되는 최적 형상을 찾기 위해, 평접형(flush type) 이차원 물분사 추진장치의 입추면 형상을 수치계산 모델로 택하여 이차원 단면으로 가정하고, 유동해석을 수행하였다. 형상 파라미터의 변화를 통해 얻어진 다양한 입구면 형상에 대해 수치계산을 수행하여, 공동 발생에 미치는 입구면 형상의 영향을 조사하였고, 이를 바탕으로 최적 형상을 얻을 수 있는 형상해석 기법을 확립하였다. 또한 주어진 입구면 주위의 압력분포를 입력자료로 하여 입구면 형상이 찾아지도록 하는 형상 설계법을 확립하였다. 입구면의 형상 해석 및 형상 설계시 이용한 포텐셜 유동해석은 최근 공동문제 해석에 적용되어 좋은 결과를 주고 있는 포텐셜을 기저로 한 패널법[1,2]을 적용하였다. 형상 해석을 수행하여 얻어진 결과와 Kashiwadani[3,4]의 결과를 비교하여 근사한 결과를 얻은 것으로 본 논문의 형상 해석 기법의 우수성을 알 수 있었다. 형상 해석 결과로 얻어진 압력분포를 입력자료로 하여 입구면의 lip과 ramp에 대한 형상 설계를 수행한 결과 모두 만족스러운 결과를 얻었다.

• 패션비즈니스
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• 제15권6호
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• pp.101-112
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• 2011

Three-dimensional(3D) virtual clothing simulation system may require the use of physical, mechanical, and configurational data in order to mimic the actual clothing with high degree of realism. Therefore the 3-dimensional scanning system based on optical methods was adopted to extract the 3-dimensional data of the fabric surface. In this study, the appearances of the 3-dimensionally transformed textile fabrics via several finishing procedures were investigated using a 3D scanning system. The wool gauze fabrics treated with the shrink-proof finishing and the felting process showed height changes up to 4.5mm. The 3-dimensional configuration may be objectively described by the use of mesh generation from the scanned output. The generated mesh information may further be utilized in the 3D virtual clothing simulation system for accurate description of the fashionable textile materials used in the simulation system.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2000년도 하계학술대회 논문집 C
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• pp.2213-2215
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• 2000

In this paper we implemented a novel re-entrant mode microstrip directional coupler for realizing the high directivity characteristic using finite element (FE) analysis. In microstrip configuration, the high directivity can be reached by matching the even- and odd-mode effective phase velocities. Through the values of capacitance obtained from 2-dimensional finite element(FE) analysis, the phase velocities for each mode and the design parameter were extracted for the proposed coupled-line configuration. Based on the extracted design parameter with phase matching condition we designed and fabricated 30dB directional coupler at 850MHz. Experimental results show good performance with excellent isolation.

• Applied Microscopy
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• 제37권2호
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• pp.143-146
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• 2007

The objects of the nature have three dimensional (3-D) parameters. The 3-D profiles are embedded on the photographs and microscopic images. To understand 3-D configuration, stereo pair image with thick section is frequently employed. The perception of 3-D images is possible with the aid of stereoscopic glasses, although the expert can perceive 3-D images without the glasses. Anaglyphic stereo images are constructed by various softwares from commercial and freeware. Here we would like to present an easy anaglyphs construction method with Adobe $Photoshop^{(R)}$ based on tilting paired images from high voltage electron microscope. The anaglyphic stereo images constructed revealed the same 3-D perception with conventional stereoscopy. We could zoom in/out the anaglyph image digitally to investigate the detail configuration by real time. This method is expected to contribute to understanding complex structures 3 dimensionally.

• 한국항공우주학회지
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• 제36권9호
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• pp.825-834
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• 2008

고 받음각에서의 방향 안정성 향상을 위한 chine 형상 최적화를 수행하였다. Super ellipse equation을 통하여 다양한 형태의 chine 형상을 생성하고, 3차원 Navier-Stokes 방정식을 이용하여 방향안정성 및 고받음각에서의 공력 특성을 분석하였으며, 가장 높은 방향 안정성을 갖는 형상을 기본형상으로 선정하였다. 파리미터를 이용한 기본형상의 곡면 변형을 통하여 높은 방향 안정성 및 양항비를 동시에 만족하는 최적형상 도출을 위하여, 반응면을 구성하고 가중치를 도입하고 양항비를 구속조건으로 하는 방향안정성 최적화 문제를 수행하였다. 본 연구를 통하여 고받음각에서 chine형상의 공력특성을 파악하여 강한 와류를 발생시키는 chine 형상이 방향안정성에 도움이 된다는 것을 확인할 수 있었으며 최적화를 통해 기본형상보다 방향안정성이 약 29% 향상되는 결과를 얻었다. 또한 파라미터 기반 형상 생성기법과 근사최적화 기법의 연동을 이용한 형상최적설계 과정을 초음속, 고받음각 유동의 chine 형상설계에 적용하여 그 효율성을 확인하였다.

• International Journal of Aeronautical and Space Sciences
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• 제12권2호
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• pp.190-199
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• 2011

Unsteady flow simulations of complete helicopter configurations were conducted, and the flow fields and the aerodynamic interferences between the main rotor, fuselage, and tail rotor were investigated. For these simulations, a three-dimensional flow solver based on unstructured meshes was used, coupled with an overset mesh technique to handle relative motion among those components. To validate the flow solver, calculations were made for a UH-60A complete helicopter configuration at high-speed and low-speed forward flight conditions, and the unsteady airloads on the main rotor blade were compared to available flight test data and other calculated results. The results showed that the fuselage changed the rotor inflow distribution in the main rotor blade airloads. Such unsteady vibratory airloads were produced on the fuselage, which were nearly in-phase with the blade passage over the fuselage. The flow solver was then applied to the simulation of a generic complete helicopter configuration at various flight conditions, and the results were compared with those of the CAMRAD-II comprehensive analysis code. It was found that the main rotor blades strongly interact with a pair of disk-vortices at the outer edge of the rotor disk plane, which leads to high pulse airloads on the blade, and these airloads behave differently depending on the specific flight condition.