• International Journal of Naval Architecture and Ocean Engineering
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• 제7권1호
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• pp.128-141
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• 2015

Independent Component Analysis (ICA), one of the blind source separation methods, can be applied for extracting unknown source signals only from received signals. This is accomplished by finding statistical independence of signal mixtures and has been successfully applied to myriad fields such as medical science, image processing, and numerous others. Nevertheless, there are inherent problems that have been reported when using this technique: instability and invalid ordering of separated signals, particularly when using a conventional ICA technique in vibratory source signal identification of complex structures. In this study, a simple iterative algorithm of the conventional ICA has been proposed to mitigate these problems. The proposed method to extract more stable source signals having valid order includes an iterative and reordering process of extracted mixing matrix to reconstruct finally converged source signals, referring to the magnitudes of correlation coefficients between the intermediately separated signals and the signals measured on or nearby sources. In order to review the problems of the conventional ICA technique and to validate the proposed method, numerical analyses have been carried out for a virtual response model and a 30 m class submarine model. Moreover, in order to investigate applicability of the proposed method to real problem of complex structure, an experiment has been carried out for a scaled submarine mockup. The results show that the proposed method could resolve the inherent problems of a conventional ICA technique.

• 한국추진공학회:학술대회논문집
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• 한국추진공학회 2002년도 제18회 학술발표대회 논문초록집
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• pp.35-40
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• 2002

2차원, 3차원 비압축성 Navier-Stokes 방정식을 이용하여 DCA 압축기 익렬의 수치해석을 수행하고, 여러 가지 입사각에 대해 실험치와 비교.검토하였다. SIMPLE 알고리즘을 적용한 2차원, 3차원 코드는 대류항의 이산화에 하이브리드 도식을, 진동해를 방지하기 위해 집중격자 기법(PWIM)을 사용하였다. 캐스케이드 유동을 예측하는데 있어서 가장 중요한 요소 중의 하나가 난류모델링이다. 이는 캐스케이드 내의 유동이 역압력구배에 의한 박리와 재부착 등의 복잡한 양상을 보이기 때문이다. 본 연구에서는 계산시간의 효율을 위해 k-$\varepsilon$ 벽법칙 모델을 사용하였다.

• 한국추진공학회지
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• 제6권3호
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• pp.29-36
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• 2002

2차원, 3차원 비압축성 Navier-Stokes 방정식을 이용하여 DCA 압축기 익렬의 수치해석을 수행하고, 여러 가지 입사각에 대해 실험치와 비교.검토하였다. SIMPLE 알고리즘을 적용한 2차원, 3차원 코드는 대류항의 이산화에 하이브리드 도식을, 집중격자기법을 사용할 때 발생할 수 있는 압력진동해를 방지하기 위하여 PWIM을 사용하였다. 캐스케이드 유동을 예측하는데 있어서 가장 중요한 요소 중의 하나가 난류모델링이다. 이는 캐스케이드 내의 유동이 역압력구배에 의한 박리와 재부착 등의 복잡한 양상을 보이기 때문이다. 본 연구에서는 계산시간의 효율성을 고려해 $\kappa$-$\varepsilon$ 벽법칙 모델을 사용하였다.

• 한국항공우주학회지
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• 제30권5호
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• pp.101-108
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• 2002

본 연구는 비압축성 열린 공동 유동에 대한 수치적 모사이다. 2차원 Navier-Stokes 방적식을 제어체적에 대해 엇갈림 격자계를 이용하여 공간에 대해서는 C-QUICK을 시간에 대해서는 내재적 기법을 이용하여 적분하였다. 압력장은 SIMPLE-C 알고리즘에 의하여 계산 되었다. 정상 모드에서는 나타나지 않지만 전단층 모드의 경우에 나타나는 세 번째 소용돌이가 공동 유동의 안정성에 중요한 역할을 하는 것을 알 수 있었다. 이를 바탕으로 공동 앞전 아래 벽면에 Jet blowing을 정상 상태와 비정상 상태로 가하여 그 영향을 알아보았다. 주기적인 blowing 인 경우 가진 주기와 위상차 그리고 속도 크기가 중요한 변수이며 이 변수들에 의한 영향을 연구하였다.

• 한국통신학회논문지
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• 제38C권11호
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• pp.1029-1043
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• 2013

CS(Compressed Sensing)는 오늘날 신호 처리 영역에서 많은 주목을 받고 있는 이론 중의 하나이다. 이 CS 분야에서 효과적인 복구 알고리즘을 설계하는 것은 가장 큰 도전적 연구 중의 하나로 인식되고 있다. 이에 따라 다양한 복구 알고리즘이 많은 문헌을 통해서 제안 되었으며 최근에 Maleki와 Donoho에 의해 제안된 AMP(Approximation Message Passing) 알고리즘은 기존에 제시된 알고리즘에 비해 간단한 구조를 가지고 있지만 좋은 성능을 보여줌으로써 상당한 주목을 받고 있다. 기존의 (BP) Belief Propagation 알고리즘은 오직 희소(Sparse) 센싱 행렬에서만 좋은 성능을 보여 준 것에 반해, AMP 알고리즘은 밀집(Dense) 센싱 행렬에 기초를 둔 Belief Propagation 알고리즘임에도 불구하고 이와 비슷한 성능을 보여준다. 본 논문은 다양한 영역에서 AMP 알고리즘이 적용되기 위하여 이에 대한 지침 및 기존의 고전적 Message Passing 알고리즘과의 관계에 대해 분석하였다. 또한 기존의 알고리즘과의 비교 분석을 통해 AMP 알고리즘의 우수성을 제시하였다.

• International Journal of Aeronautical and Space Sciences
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• 제10권2호
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• pp.86-94
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• 2009

This paper deals with the creation of a new, low-cost point/position tracking system that can measure deformations in engineering structures with simple commercially widespread cameras. Though point tracking systems do exist today, such as Stereo Pattern Recognition (SPR) and Projection Moir$\acute{e}$ Interferometry (PMI) systems, they are far too costly to use to analyze small, simple structures because complex optical components such as large flashes, high-resolution cameras and data acquisition systems with several computers are required. We developed a point tracking system using commercial cameras. This system used IR LEDs and commercial IR CCD cameras to minimize the interference posed by other extraneous light sources. The main algorithm used for this system is an optical point tracking algorithm, which is composed of the point extraction algorithm and the point matching algorithm for 3-D motion estimation. a series of verification tests were performed. Then, the developed point tracking system was applied to measure deformations of an acrylic plate under a mechanical load. The measured deformations of the acrylic plate matched well with the numerical analysis results. The results indicate that the developed point tracking system is reliable enough to measure continuous deformed shapes of various engineering structures.

• Journal of Mechanical Science and Technology
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• 제18권12호
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• pp.2265-2272
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• 2004

The aquaculture tank is used for breeding fish in sea water which was pumped up to land. The flow characteristics in the aquaculture were investigated with varying the tank geometry and flow rate. The numerical analysis has been employed for calculating the velocity and temperature distributions in a water tank of rectangular type. The finite volume method and SIMPLE algorithm with 3-dimensional standard $\kappa$-$\varepsilon$ turbulence model were used for the numerical analysis. For comparison with experimental results, the PIV system was applied to visualize the flow patterns quantitatively. The numerical results showed good agreements with the experimental results. The mean velocity and temperature versus aquarium depth were represented for various circulating flow rates. Especially, the aquaculture environment is recommended that the aquarium depth has to be d=0.5 m, and this case is the condition of higher velocity and temperature in winter season.

• 한국유체기계학회 논문집
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• 제19권1호
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• pp.45-51
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• 2016

This study conducted CFD analysis on the mean velocity vector of distribution of the ejector driven pipe while changing the inlet velocity to 1 m/s at the diameter ratio of diffuser of 1:3, 1:2.25, 1:1.8 with the end position of driven pipe at 1, 1.253, 1.333, 1.467 respectively, which used $k-{\varepsilon}$/High Reynolds Number for the turbulence model, SIMPLE method for the analysis algorithm, and PIV experiment to verify the CFD analysis. As a result of the CFD analysis the optimum diameter ratio of ejector driven pipe was 1:3, the optimum end position of driven pipe was 1.333 for the diameter ratio of 1:3, 1:2.25, 1:1.8 and the PIV experiment obtained the same result as the CFD analysis. Therefore, the numerical analysis of the flow characteristics of ejector can be used for the optimum design implementation on ejector system.

• 한국원자력학회:학술대회논문집
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• 한국원자력학회 1997년도 춘계학술발표회논문집(1)
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• pp.304-309
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• 1997

A method to mitigate the thermal stratification flow of a horizontal pipe line is proposed by heating external bottom of the pipe with electrical heat tracing. Unsteady two dimensional model has been used to numerically investigate an effect of the external Denting to the thermally stratified flow. The dimensionless governing equations are solved by using the control volume formulation and SIMPLE algorithm. Temperature distribution, streamline profile and Nusselt numbers of fluids and pipe walls with time are analyzed in case of externally heating condition. no numerical result of this study shows that the maximum dimensionless temperature difference between the hot and the cold sections of pipe inner wall is 0.424 at dimensionless time 1,500 ann the thermal stratification phenomena is disappeared at about dimensionless time 9,000. This result means that external heat tracing can mitigate the thermal stratification phenomena by lessening $\Delta$ $T_{ma}$ about 0.1 and shortening the dimensionless time about 132 in comparison with no external heat tracing.rnal heat tracing.

• Nuclear Engineering and Technology
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• 제28권4호
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• pp.405-414
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• 1996

In this paper, the unsteady 2-dimensional turbulent flow model for thermal stratification in a pressurizer surge line of PWR plant is proposed to numerically investigate the heat transfer and flow characteristics. The turbulence model is adapted to the low Reynolds number K-$\varepsilon$ model (Davidson model). The dimensionless governing equations are solved by using the SIMPLE (Semi-Implicit Method for Pressure Linked Equations) algorithm. The results are compared with simulated experimental results of TEMR Test. The time-dependent temperature profiles in the fluid and pipe nil are shown with the thermal stratification occurring in the horizontal section of the pipe. The corresponding thermal stresses are also presented. The numerical result for thermal stratification by the outsurge during heatup operation of PWR shows that the maximum dimensionless temperature difference is about 0.83 between hot and cold sections of pipe well and the maximum thermal stress is calculated about 322MPa at the dimensionless time 28.5 under given conditions.