• Title/Summary/Keyword: 혼합방법 연구

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Bayesian Hierarchical Mixed Effects Analysis of Time Non-Homogeneous Markov Chains (계층적 베이지안 혼합 효과 모델을 사용한 비동차 마코프 체인의 분석)

  • Sung, Minje
    • The Korean Journal of Applied Statistics
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    • v.27 no.2
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    • pp.263-275
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    • 2014
  • The present study used a hierarchical Bayesian approach was used to develop a mixed effect model to describe the transitional behavior of subjects in time nonhomogeneous Markov chains. The posterior distributions of model parameters were not in analytically tractable forms; subsequently, a Gibbs sampling method was used to draw samples from full conditional posterior distributions. The proposed model was implemented with real data.

Numerical Analysis of Forced and Mixed Convection around the Circular Cylinder for Compressible Flow (압축성 유동장에서의 원형 실린더 주위의 강제 및 혼합대류에 대한 수치 해석)

  • 최윤호;이현찬;유재석;김기현
    • Journal of Energy Engineering
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    • v.4 no.1
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    • pp.126-139
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    • 1995
  • 저속의 압축성 유동장에서의 원형 실린더 주위의 유동 및 열전달특성을 해석하였다. 비압축성 유동장에서의 실린더 주위의 유동 및 열전달현상에 대하여는 실험과 수치해석을 포함한 광범위한 연구가 진행되어 왔으며 매우 잘 알려져 있다. 실린더 벽면과 주위 유동장의 온도차가 큰 경우, 밀도의 변화가 커지므로 유동장은 압축성 유체가 되나 지배 방정식의 복잡함과 적절한 수치해석 방법의 부족으로 실린더 주위의 유동장을 압축성유체로 해석한 경우는 매우 드물다. 현재 압축성유동 해석에 널리 사용되는 time marching algorithm은 저속의 유동장 해석시 지배방정식에 나타나는 eigenvalue들의 괴리에 의하여 수렴속도가 현저히 떨어지게 된다. 본 연구에서는 이와 같은 난점을 극복할 수 있는 time-derivative preconditioning 방법을 사용하여 온도차가 큰 유동장에서의 강제 및 혼합대류에 대한 계산을 수행하였고 이들의 열전달특성을 비교하였다. 강제대류의 경우 실린더 벽면 온도의 증가에 따른 밀도 감소의 영향은 유동장의 Re수를 감소시켜 확산의 영향을 증가시키면서, 혼합대류의 경우 부력의 영향은 가열되는 유동장의 범위와 재순환 영역을 강제대류에 비해 현저히 감소시킨다.

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Bayesian control problem in multivariate mixture model (다변량 혼합모형에서 통계적 제어문제의 베이지안적 고찰)

  • 이석훈;박래현;최종석
    • The Korean Journal of Applied Statistics
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    • v.3 no.2
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    • pp.27-37
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    • 1990
  • We consider the statistical control problem for the mixture model in which one can choose the values of independent variables that produce the values of the dependent variables as close to the target values as possible. The theory suggested for the problem is reviewed and an extended model with respect to the assumption of variance and the number of dependent variables is suggested. A Basyesian treatment is studied for the above problem with example as an illustration.

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Methodological Research Trend Analysis of Records and Archives in Korea(1): Focused on Surveys and Experiments (국내 기록학 연구방법 동향분석 (1) 설문과 실험연구를 중심으로)

  • Lee, So-Yeon
    • The Korean Journal of Archival Studies
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    • no.51
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    • pp.307-336
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    • 2017
  • The present study aims at encouraging discussion on research paradigms as well as research methodologies of records and archives studies. Reviewing research paradigms, defined by Guba and Lincoln based on basic beliefs, leads to the suggestion that the discipline needs to reach to a certain degree of consensus on ontological, epistemological, and methodological premises in order to inform and guide future research. To make the argument, the present study reviews all research papers published in two major journals: the Korean Journal of Archival Studies and Journal of Korean Society of Archives and Records Management, from 2007 to 2016. It then identifies 80 research papers from positivistic research and reviews 32 papers, which collected data through surveys and experiments.

Classification of Underwater Transient Signals Using Gaussian Mixture Model (정규혼합모델을 이용한 수중 천이신호 식별)

  • Oh, Sang-Hwan;Bae, Keun-Sung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.9
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    • pp.1870-1877
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    • 2012
  • Transient signals generally have short duration and variable length with time-varying and non-stationary characteristics. Thus frame-based pattern matching method is useful for classification of transient signals. In this paper, we propose a new method for classification of underwater transient signals using a Gaussian mixture model(GMM). We carried out classification experiments for various underwater transient signals depending upon the types of noise, signal-to-noise ratio, and number of mixtures in the GMM. Experimental results have verified that the proposed method works quite well for classification of underwater transient signals.

$O_2$-$NH_3$처리한 활성탄의 탈황능 향상에 관한 연구

  • 고윤희;서경원
    • Proceedings of the Korea Society for Energy Engineering kosee Conference
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    • 1994.11a
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    • pp.90-96
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    • 1994
  • 본 연구는 에너지를 집중적으로 사용하는 발전소와 대규모 공장 단지에서 발생하는 배기가스 중에 포함된 황산화물의 제거 방법에 관한 것으로서, 활성탄의 적절한 전처리를 통해 이산화황 흡착능을 향상시켜 머지 않은 장래에 엄격히 적용될 대기오염 기준을 만족시킴과 동시에, 오염 물질의 제거 효율이 높고 폐기물 매립의 부담이 없는 건식 탈황 공정의 효율향상에 기여하는 것을 목적으로 하고 있다. Activated Char나 활성탄을 이용하여 황산화물과 질소산화물을 동시에 제거하기 위해서는 Carbon 표면을 적절하게 처리함으로써 활성탄의 촉매활성을 향상시키는 것이 필요하다. 따라서 본 연구에서는 활성탄을 열 및 $O_2$-NH$_3$ 혼합가스로 전처리하여 표면의 특성 변화와 SO$_2$ 흡착능에 미치는 영향을 살펴보았다. Coconut Shell로부터 제조한 활성탄을 NH$_3$의 농도를 변화시켜가며 $O_2$와의 혼합가스로 973~1173K에서 열처리하는 방법에 의해 전처리하여, 이률 고정층 반응기에서 SO$_2$흡착 및 반응실험을 수행하였고, 이 과정 중의 활성탄 표면의 특성변화를 원소분석, TPD(Temperature Programmed Desorption), FTIR(Fourier Transform Infrared Spectroscopy), Acid-Base Titration, SEM(Scanning Electrolic Microscopy)등의 분석 방법을 통해서 알아보았다. 그 결과, 활성탄을 열 및 $O_2$-NH$_3$혼합가스로 처리하여 환원성 분위기 하에서 표면 활성점을 증가시킴으로써 황산화물 흡착제거율이 향상됨을 얻었다.

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Confluence shear layer feature extraction method using RGB aerial imagery (RGB 항공영상을 이용한 합류부 전단층 특징 추출법)

  • Noh, Hyoseob;Park, Yong Sung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.277-277
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    • 2021
  • 합류부는 인공수로 또는 자연하천에서 흔히 존재하며 매우 복잡한 흐름 구조가 발생하는 곳이다. 특히 본류와 지류의 유속장의 차이에 따라 발생하는 전단층은 흐름과 물질이 혼합되는 경계면이 되며, 흐름 구조가 전단층을 따라 발달한다는 특징으로 인해 수리학적으로 매우 중요하다. 최근 원격탐사 기법의 발전에 따라 위성이나 드론과 같은 무인 이동체를 이용한 하천 계측법이 수질 및 지형변화 연구들에 광범위하게 적용되고 있다. 그 중 RGB 항공영상은 해상도가 높고 취득 비용이 저렴하여 확장성 및 활용도가 높다. 본 연구에서는 합류부 전단층이 촬영된 RGB 항공 영상을 이용해 합류부 전단층 분석에 활용하는 방법을 제안한다. 제안되는 방법은 RGB 항공 영상에서 본류와 지류의 수체 영역을 각각 추출하기 위해 가우시안 혼합 모형(Gaussian mixture model)을 이용한다. 추출된 수체 영역에는 자기조직화지도(self-organizing map)을 적용하고 좌표 변환을 하여 정량적인 특징을 추출한다. 본 연구에서는 알고리듬의 적용 예로서 구글어스를 통해 확보된 낙동강-남강 합류부의 항공 영상을 분석한다. 본 추출법을 이용하면 접촉식 센서를 이용하는 기존의 전단층 계측 방법들에 비해 경제적이고 안전하며 합류부 흐름의 평면적 분석을 가능하게 할 수 있을 것으로 기대된다.

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Developent of a new technique removing paint from recycled car-bumper (기계적 방법과 화학적 방법을 혼합한 폐범퍼 도장 제거 기술 개발)

  • Cruz, Heidy;Son, Younggon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.5
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    • pp.3298-3303
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    • 2014
  • In order to recycle the waste bumper, techniques removing coated paint on a bumper is crucial. Chemical methods are known to be much more effective in removing the paint compared to physical methods. However, the chemical methods generally use toxic solvents and consequently cause environmental pollution. In this study, we tested a new method which combines the chemical and physical method to reduce the amount of solvent and increase the paint removal efficiency. We found that mechanical stirring increases the paint removal efficiency in soaking stage of solvent. When solid particles as a stress transfer media are incorporated into the solvent and high mechanical stirring is applied, the paint removal efficiency is very high. It was proved that the combined method can accomplish high level of the paint removal efficiency maintaining low amount of solvent consumed.

Study on the Characteristics of Media Environment of MRS (혼합현실공간(MRS)의 미디어환경 특성연구)

  • Han, Jung-Yeob;Ahn, Jin-Keun
    • The Journal of the Korea Contents Association
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    • v.10 no.11
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    • pp.169-179
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    • 2010
  • In these days, space design is evolving to the mixed reality space where fused on-line and off-line. But, standard and measure of mixed reality space has not been suggested and there has been little research about media environment and expression method as a mixed system either. That's why here I suggest four media environments and their characteristics that act not only as a critical point in the mixed reality space based on ubiquitous technology but also as a standard for spatial discerning. 1) Real space that is a media environment only seen by human visual and tactical sense is evolving using expression methods like new materials based on digital technology and LED. 2) Augmented reality space is a media environment using information instruments is expressed with diverse 2D and 3D contents. 3) Cyber Space is a environment depends totally on media instruments is produced by perfect graphic information without any spatial and physical limitations. 4) Augmented cyber space is realized only through the displays in cyber studio and is a space where real objects and graphic information are mixed. Depending on the purpose of the experience, media environment and expressional characteristics of mixed reality space can be fused, blended, and mixed, and that can be realized to the intelligent information space where one can experience without spatial, visual, informational limitations. In the future, studies on physical characteristics of contents according to the media environment characteristics are necessary.

Quality Control Method for the Concrete from Multiple Suppliers (콘크리트 혼합타설시 품질확보 방안)

  • Kim, Kyung-Hoon;Lee, Sang-Hak
    • Journal of the Korea Institute of Building Construction
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    • v.18 no.3
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    • pp.227-234
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    • 2018
  • Concrete mix design controls the various concrete properties such as workability and strength. Fresh concrete requires workability and the hardened concrete requires compressive strength. If using the concrete from different supplier concurrently, the concrete placed can show different properties unlike originally designed. However most of construction sites place the concrete from several companies. One of the predictable problems is whether the ultimate performance of concrete achieves the originally designed performance after placing the concrete from several companies. Therefore this research aims to keep the concrete quality in the above cases. This research has been done through literature review, questionnaire and the verification at the sample construction site. A literature review describes the general characteristics and quality control of concrete and a questionnaire describes the awareness and implementation of Korean Construction Specification(KCS). The production capacity and the delivery capacity of concrete suppliers is smaller than the daily quantity required on the sample site, therefore the placing of the concrete with different mixing ratio is inevitable and it can not keep the KCS. As a conclusion, this research proposed 5 alternatives and one of them has been adopted, i.e. to unify the concrete mix design of multiple concrete suppliers.