• 한국콘크리트학회:학술대회논문집
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• 한국콘크리트학회 2004년도 추계 학술발표회 제16권2호
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• pp.405-408
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• 2004

The current design procedures of ACI 318-02, CE3-FIP and NZS 3101 for interior beam-column joints do not provide engineers with a clear understanding of the physical behavior of beam-column joints. In this paper, the failure strengths of the interior beam-column joint specimens tested to failure were evaluated using the 3-dimensional strut-tie model approach, design criteria of ACI 318-02, ACI-ASCE committee 352 and Park and paulay, and softened strut-tie model approach. The analysis results obtained from the 3-dimensional strut-tie model approach were compared with those obtained from the other approaches, and the validity of the approach implementing a 3-dimensional strut-tie model was examined.

• Communications for Statistical Applications and Methods
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• 제26권1호
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• pp.69-78
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• 2019

A structured model with both single-index and varying coefficients is a powerful tool in modeling high dimensional data. It has been widely used because the single-index can overcome the curse of dimensionality and varying coefficients can allow nonlinear interaction effects in the model. For high dimensional index vectors, variable selection becomes an important question in the model building process. In this paper, we propose an efficient estimation and a variable selection method based on a smoothing spline approach in a partially linear single-index-coefficient regression model. We also propose an efficient algorithm for simultaneously estimating the coefficient functions in a data-adaptive lower-dimensional approximation space and selecting significant variables in the index with the adaptive LASSO penalty. The empirical performance of the proposed method is illustrated with simulated and real data examples.

• Journal of Information Processing Systems
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• 제15권5호
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• pp.1231-1242
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• 2019

This paper presents a two-dimensional attention-based long short-memory (2D-ALSTM) model for stock index prediction, incorporating input attention and temporal attention mechanisms for weighting of important stocks and important time steps, respectively. The proposed model is designed to overcome the long-term dependency, stock selection, and stock volatility delay problems that negatively affect existing models. The 2D-ALSTM model is validated in a comparative experiment involving the two attention-based models multi-input LSTM (MI-LSTM) and dual-stage attention-based recurrent neural network (DARNN), with real stock data being used for training and evaluation. The model achieves superior performance compared to MI-LSTM and DARNN for stock index prediction on a KOSPI100 dataset.

• 대한토목학회논문집
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• 제26권5A호
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• pp.841-848
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• 2006

PSC 박스거더 교량의 격벽(diaphragm)은 프리스트레스에 의해 큰 집중하중이 가해지기 때문에 응력의 분포가 매우 교란되며 격벽에 발생하는 과도한 균열은 격벽의 거동을 매우 복잡하게 만든다. AASHTO 설계기준에 따르면 집중 긴장하중에 의한 3차원 효과는 3차원 모델을 이용하거나, 둘 혹은 그 이상의 평면으로 분리된 하위모델(submodel)을 사용하여 근사적으로 계산하는 방법을 허용하고 있다. 이때 하위모델은 각 방향에 대하여 독립적으로 결정할 수 있으나 모델 간의 상호작용이 고려되어야 하며 일관성이 있어야 한다. 그러나 외부 긴장재의 정착을 위한 격벽은 2차원 문제로 간주하기 어려운 3차원 응력교란영역(disturbed region) 구조물이며, 2차원 모델을 이용하여 격벽에 작용하는 힘의 흐름을 표현하는 것은 만족한 결과를 주지 못한다. 본 연구에서는 3차원 응력교란영역 구조부재의 해석/설계를 위해 제안된 컴퓨터에 기반한 3차원 격자 스트럿-타이 모델 방법을 이용하여 Texas대학교에서 실험, 파괴된 PSC 박스거더 격벽의 1/2 축소 모형을 해석하였다. 그리고 그 결과를 기존의 연구결과 및 실험결과와 비교하여 제안된 방법의 타당성과 정확성을 평가함으로서, 포스트텐션 정착부 및 격벽부 설계를 위한 합리적인 컴퓨터 기반의 설계방법을 제시하였다.

• 대한토목학회논문집
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• 제32권1A호
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• pp.39-48
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• 2012

본 논문에서는 V형 노치 및 반원형 노치 균열을 갖는 패치보강 적층판의 응력확대계수 산정을 위하여 수치해석적 방법을 사용한다. p-수렴 비등매개변수 모델이 고려되고, 이와 같은 비등매개변수 모델의 결과를 활용한 3차원 가상균열닫힘법에 대한 식이 표현된다. 1차원 로바토 함수로부터 확장된 3차원 계층적 형상함수를 가지고서, 임의의 요소에서의 변위장의 변위-변형률 관계와 3차원 구성방정식이 표현된다. 원형경계의 기하형상을 나태내기 위해 초유한사상기법을 사용한다. 응력집중계수, 응력분포, 자유도, 그리고 무차원 응력확대계수 등의 항목에 대해서, 제안된 모델의 정확도와 단순성이 기존의 결과들과의 비교를 통해 설명된다. 균열 적층판의 폭, 높이, 노치근입부의 반경, V형 노치의 경사각, 균열길이 등의 변화에 따른 응력확대계수가 산정된다.

• 대한토목학회논문집
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• 제34권2호
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• pp.403-413
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• 2014

스트럿-타이 모델 방법을 이용한 콘크리트 구조부재의 설계 시 가장 중요한 요소 중 하나는 콘크리트 스트럿의 유효강도를 정확하게 결정하는 것이다. 콘크리트 스트럿의 유효강도를 결정하기 위한 많은 연구가 진행되어 왔으며, 여러 종류의 스트럿의 유효강도 값 및 산정식이 제안되었다. 그러나 이들은 2차원 콘크리트 구조부재의 스트럿-타이 모델 설계를 위한 것으로, 그 값을 3차원 콘크리트 구조부재의 설계에 적용하는 것은 적절하지 않다. 이 연구에서는 콘크리트 스트럿이 위치한 곳의 3축 응력 상태, 콘크리트의 3차원 파괴기준, 스트럿 길이의 영향, 스트럿과 압축 주응력 흐름과의 불일치의 영향, 콘크리트 압축강도의 영향, 그리고 철근에 의한 콘크리트 스트럿의 구속의 정도 등을 고려하여 3차원 콘크리트 스트럿의 유효강도를 일관성 있게 결정할 수 있는 방법을 제안하였다. 제안한 방법의 타당성을 검증하기 위해 기존 연구자들에 의해 파괴실험이 수행된 115개의 철근콘크리트 파일캡 시험체의 극한강도를 평가하였으며, 그 결과를 실험결과 및 현행 설계기준에서 제안한 스트럿의 유효강도 값을 이용하여 평가한 결과와 비교분석하였다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제15권1호
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• pp.74-89
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• 2021

For higher-level requirements of urban planning and management and the recent development of "digital earth" and "digital city", it is urgent to establish protocols for the construction of three-dimensional digital city models. However, some problems still exist in the digital technology of the three-dimensional city model, such as insufficient precision of the three-dimensional model, not optimizing the scene and not considering the constraints of building codes. In view of those points, a method to interactively simulate a virtual city scene based on building codes is proposed in this paper. Firstly, some constraint functions are set up to restrict the models to adhere to the building codes, and an improved directional bounding box technique is utilized to solve the problem that geometric objects may intersect in a virtual city scene. The three-dimensional model invocation strategy is designed to convert two-dimensional layouts to a three-dimensional urban scene. A Leap Motion hardware device is used to interactively place the 3D models in a virtual scene. Finally, the design and construction of the three-dimensional scene are completed by using Unity3D. The experiment shows that this method can simulate urban virtual scenes that strictly adhere to building codes in a virtual scene of the city environment, but also provide information and decision-making functions for urban planning and management.

• 대한기계학회논문집B
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• 제21권7호
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• pp.911-918
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• 1997

The turbulent viscous wake flows behind a single airfoil, two-dimensional stationary blade row and three-dimensional rotating blade row were calculated, and the numerical results were compared with experimental ones. The numerical technique was based on the SIMPLE algorithm using three turbulent closure models, standard k-.epsilon. model(WFM), low Reynolds number k-.epsilon. model(LRN) and Reynolds stress model (RSM). In the case of a single airfoil, WFM, LRN and RSM presented fairly good velocity distributions in the wake compared with experimental data. In the case of the stationary blade row, LRN and RSM presented better results than WFM for wake velocity distribution, and especially LRN showed best results among these three turbulent models. In the case of the rotating blade row, WFM and LRN showed fairly good agreement with experimental data of the three-dimensional velocity component distributions in the range from hub to mid span region. LRN was also superior to WFM in accuracy of prediction for the wake velocity distribution as same with the cases of a airfoil and the stationary blade row.

• Structural Engineering and Mechanics
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• 제6권5호
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• pp.497-516
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• 1998

A relatively simple two-dimensional multilayered shell model is presented for predicting both global quantities and stress distributions across the thickness of multilayered thick shells, that is based on a third-order zig-zag approach. As for any zig-zag model, the layerwise kinematics is accounted for, with the stress continuity conditions at interfaces met a priori. Moreover, the shell model satisfies the zero transverse shear stress conditions at the upper and lower free surfaces of the shell, irrespective of the lay-up. By changing the parameters in the displacement model, some higher order shell models are obtained as particular cases. Although it potentially has a wide range of validity, application is limited to cylindrical shell panels in cylindrical bending, a lot of solutions of two-dimensional models based on rather different simplyfying assumptions and the exact three-dimensional elasticity solution being available for comparisons for this benchmark problem. The numerical investigation performed by the present shell model and by the shell models derived from it illustrates the effects of transverse shear modeling and the range of applicability of the simplyfying assumptions introduced. The implications of retaining only selected terms depending on the radius-to-thickness ratio are focused by comparing the present solutions to the exact one and to other two-dimensional solutions in literature based on rather different simplyfying assumptions.

• 한국농공학회논문집
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• 제57권5호
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• pp.43-49
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• 2015

Most of agricultural structures located in seashore could not avoid rapid deterioration of concrete because chloride-ion and $CO_2$ gradually penetrate into concrete. However, since most of models can be able to describe the phenomenon of penetration by using one or two dimensional models based on finite difference method (FDM), those modes can not simulate the real geometry and it takes a lot of computational time to complete even the calculation. To overcome those weaknesses, three dimensional numerical model considering time dependent variables such as surface concentration of chloride and diffusion coefficient of domain based on finite element method (FEM) was suggested. This model also included the neutralization occurred by the penetration of $CO_2$. Because the model used various sizes of tetrahedral mesh instead of equivalent rectangular mesh, it reduced the computational time to compare with FDM. As this model is based on FEM, it will be easily extended to execute multi-physics simulation including water evaporation and temperature change of concrete.