• 제목/요약/키워드: 3-D numerical computation

검색결과 131건 처리시간 0.024초

모델의 타당성 평가에 기초한 로바스트 동정에 관한 연구 (A Study on Robust Identification Based on the Validation Evaluation of Model)

  • 이동철
    • 동력기계공학회지
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    • 제4권3호
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    • pp.72-80
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    • 2000
  • In order to design a stable robust controller, nominal model, and the upper bound about the uncertainty which is the error of the model are needed. The problem to estimate the nominal model of controlled system and the upper bound of uncertainty at the same time is called robust identification. When the nominal model of controlled system and the upper bound of uncertainty in relation to robust identification are given, the evaluation of the validity of the model and the upper bound makes it possible to distinguish whether there is a model which explains observation data including disturbance among the model set. This paper suggests a method to identity the uncertainty which removes disturbance and expounds observation data by giving a probable postulation and plural data set to disturbance. It also examines the suggested method through a numerical computation simulation and validates its effectiveness.

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A dynamic analysis algorithm for RC frames using parallel GPU strategies

  • Li, Hongyu;Li, Zuohua;Teng, Jun
    • Computers and Concrete
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    • 제18권5호
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    • pp.1019-1039
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    • 2016
  • In this paper, a parallel algorithm of nonlinear dynamic analysis of three-dimensional (3D) reinforced concrete (RC) frame structures based on the platform of graphics processing unit (GPU) is proposed. Time integration is performed using Newmark method for nonlinear implicit dynamic analysis and parallelization strategies are presented. Correspondingly, a parallel Preconditioned Conjugate Gradients (PCG) solver on GPU is introduced for repeating solution of the equilibrium equations for each time step. The RC frames were simulated using fiber beam model to capture nonlinear behaviors of concrete and reinforcing bars. The parallel finite element program is developed utilizing Compute Unified Device Architecture (CUDA). The accuracy of the GPU-based parallel program including single precision and double precision was verified in comparison with ABAQUS. The numerical results demonstrated that the proposed algorithm can take full advantage of the parallel architecture of the GPU, and achieve the goal of speeding up the computation compared with CPU.

터널을 통과하는 고속철도차량에 의해 형성되는 비정상 유동장의 수치해석 (Numerical Simulation of the Unsteady Flow Field Induced by a High-speed Train Passing through a Tunnel)

  • 권혁빈;이동호;김문상
    • 한국철도학회논문집
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    • 제3권4호
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    • pp.229-236
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    • 2000
  • In this study, the unsteady flow field induced by a high-speed train passing through a tunnel is numerically simulated by using an axi-symmetric Euler Equation. The modified patched grid scheme applied to a structured grid system was used to handle the relative motion of a train. The hybrid-dimensional approach which mixed 1D and axi-symmetric dimension was used to reduce the computation time and memory storage. By employing the hybrid-dimensional approach, a long tunnel as much as 5 km was able to be simulated efficiently. The results show that the maximum pressure rise in the tunnel by the entrance of the train is a function of both train speed and train-tunnel cross-sectional area ratio. The unsteady pressure fluctuation in the tunnel and around the train was also investigated in the real condition; Korean high-speed train on the Seoul-Pusan line.

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View-Dependent Adaptive Animation of Liquids

  • Kim, Jang-Hee;Ihm, In-Sung;Cha, Deuk-Hyun
    • ETRI Journal
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    • 제28권6호
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    • pp.697-708
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    • 2006
  • Various adaptive mesh refinement techniques are often employed in numerical simulations for increasing spatial and temporal resolution beyond the limits imposed by available CPU time and memory space. Recently, an octree-based adaptive mesh structure was successfully used in fluid animation to place more grid cells efficiently in visually interesting regions of fluids. In an attempt to optimize the use of computational resources further in fluid animation, this paper extends this adaptive technique by modifying the mesh refinement scheme so that the camera's viewing properties are dynamically exploited during the simulation. Based on a simple adaptive mesh structure, we show that the new meshing strategy can save a substantial amount of computation time and memory space by using a view-dependent adaptive approach. The experimental results reveal that the proposed technique provides a good compromise between the computational effort and the simulation's fidelity, and may be used quite effectively in 3D animation production.

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Attitude Stabilization of a Quad-Rotor UAV Using a Two-camera Vision System

  • Won, Dae-Yeon;Tahk, Min-Jea
    • International Journal of Aeronautical and Space Sciences
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    • 제9권1호
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    • pp.76-84
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    • 2008
  • This paper is mainly concerned with the vision-based attitude stabilization of a quad-rotor UAV. The methods for attitude control rely on computing the roll and pitch angles of the vehicle from a two-camera vision system. One camera is attached to the body-fixed x-axis and the other to the body-fixed y-axis. The attitude computation for the quad-rotor UAV is performed by image processing consisting of Canny edge and Hough line detection. A proportional and integral controller is employed for the attitude hold autopilot. In this paper, the quad-rotor UAV is modeled by 6-DOF nonlinear equations of motion that includes rotor aerodynamics with blade element theory. The performance of the proposed method is evaluated through 3D environmental numerical simulations.

Dynamics of moored arctic spar interacting with drifting level ice using discrete element method

  • Jang, HaKun;Kim, MooHyun
    • Ocean Systems Engineering
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    • 제11권4호
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    • pp.313-330
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    • 2021
  • In this study, the dynamic interaction between an Arctic Spar and drifting level ice is examined in time domain using the newly developed ice-hull-mooring coupled dynamics program. The in-house program, CHARM3D, which is the hull-riser-mooring coupled dynamic simulator is extended by coupling with the open-source discrete element method (DEM) simulator, LIGGGHTS. In the LIGGGHTS module, the parallel-bonding method is implemented to model the level ice using an assembly of multiple bonded spherical particles. As a case study, a spread-moored Artic Spar platform, whose hull surface near waterline is the inverted conical shape, is chosen. To determine the breaking-related DEM parameter (the critical bonding strength), the four-point numerical bending test is used. A series of numerical simulations is systematically performed under the various ice conditions including ice drift velocity, flexural strength, and thickness. Then, the effects of these parameters on the ice force, platform motions, and mooring tensions are discussed. The simulations reveal various features of dynamic interactions between the drifting ice and moored platform for various ice conditions including the novel synchronous resonance at low ice speed. The newly developed simulator is promising and can repeatedly be used for the future design and analysis including ice-floater-mooring coupled dynamics.

Estimation of the excavation damage zone in TBM tunnel using large deformation FE analysis

  • Kim, Dohyun;Jeong, Sangseom
    • Geomechanics and Engineering
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    • 제24권4호
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    • pp.323-335
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    • 2021
  • This paper aims to estimate the range of the excavation damaged zone (EDZ) formation caused by the tunnel boring machine (TBM) advancement through dynamic three-dimensional large deformation finite element analysis. Large deformation analysis based on Coupled Eulerian-Lagrangian (CEL) analysis is used to accurately simulate the behavior during TBM excavation. The analysis model is verified based on numerous test results reported in the literature. The range of the formed EDZ will be suggested as a boundary under various conditions - different tunnel diameter, tunnel depth, and rock type. Moreover, evaluation of the integrity of the tunnel structure during excavation has been carried out. Based on the numerical results, the apparent boundary of the EDZ is shown to within the range of 0.7D (D: tunnel diameter) around the excavation surface. Through series of numerical computation, it is clear that for the rock of with higher rock mass rating (RMR) grade (close to 1st grade), the EDZ around the tunnel tends to increase. The size of the EDZ is found to be direct proportional to the tunnel diameter, whereas the depth of the tunnel is inversely proportional to the magnitude of the EDZ. However, the relationship between the formation of the EDZ and the stability of the tunnel was not found to be consistent. In case where the TBM excavation is carried out in hard rock or rock under high confinement (excavation under greater depth), large range of the EDZ may be formed, but less strain occurs along the excavation surface during excavation and is found to be more stable.

반도체 공정 시뮬레이션을 위한 초고속 병렬 연산 알고리즘 (Massive Parallel Processing Algorithm for Semiconductor Process Simulation)

  • 이제희;반용찬;원태영
    • 전자공학회논문지D
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    • 제36D권3호
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    • pp.48-58
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    • 1999
  • 본 연구에서는 3차원 반도체 공정 시뮬레이션의 효율성과 성능을 향상시키기 위하여, 병렬 유한요소법 수치해석에 사용이 적합한 디라우니 병렬 메쉬 생성기 및 표면 전진 메쉬 생성기를 개발하였고, 이를 위하여 개선된 성능을 보이는 수정된 하부구조법 병렬 유한요소법 수치해석기를 개발하였다. 또한, 행렬 계산 알고리즘의 병렬화를 확산 및 산화 시뮬레이터에 적용하여, 직렬 계산 시 3시간이 소요되는 확산 시뮬레이션과 비평탄 구조를 지니는 R-LOCOS 등의 연산을 8개의 프로세서를 병렬로 사용하여 15분만에 계산하였다. 과다한 계산 시간을 요하는 몬테카를로 수치해석 방법의 효율성을 높이고자, 병렬 연산 알고리즘을 몬테카를로 연산에 적용하였다. 또한, 스퍼터링 증착장치 시스템의 타켓 입자 분포 특성을 병렬 연산 몬테카를로 방식으로 계산하였다. 3000개의 이온을 주입하였을 겨우 단일 프로세서에서 13,000초의 계산시간이 소요되었으나, 30개의 프로세서를 병렬로 사용하였을 때 520초의 시간을 소비하여,25 이상의 스피드업 특성을 얻었다. 또한, 몬테카를로 계산의 최적화 연구를 통해서 3차원 스퍼터링 증착장치에서 연쇄 충돌 계산 수행시의 최적이온의 개수는 30,000임을 확인하였다.

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홍수에 의한 하도변형을 고려한 물리서식처 모의 (Physical Habitat Simulation Considering Stream Morphology Change due to Flood)

  • 이성진;김승기;최성욱
    • 대한토목학회논문집
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    • 제34권3호
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    • pp.805-812
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    • 2014
  • 본 연구에서는 하상변동의 고려가 물리서식처 모의에 미치는 영향을 검토하였다. 이를 위해 수리 및 이동상 계산은 CCHE2D 모형을 이용하였으며 서식처 적합도 곡선을 사용하여 서식처 평가를 실시하였다. 적용구간은 달천 유역 괴산댐 하류 수전교에서 대수보까지 약 2.5km 구간이며, 2006년 7월 홍수기 시 실측된 유량 및 수위자료를 이용하여 이동상 모의를 수행하였다. 수치모형의 검증은 실측된 수위와의 비교를 통해 수행되었으며 하상변동의 검증은 실시 하지 않았다. 물리서식처 분석은 우점종인 성어기 피라미를 대상으로 실시하였다. 고정상과 이동상 조건에서 각각 갈수량, 저수량, 평수량, 풍수량의 유랑조건에 대한 복합서식처 적합도 지수 분포를 모의하고 가중가용면적을 산정하였다. 모의 결과, 이동상 조건에서 모의구간의 상류 및 만곡부에서 복합 서식처 적합도지수가 상승하는 결과를 확인하였다. 또한 가중가용면적은 이동상 고려 시 5.4~11.3%정도 증가하는 것을 확인하였다.

지식기반형 TBM 터널 세그먼트 라이닝 설계 프로그램의 개발 및 적용 (Development and implementation of a knowledge based TBM tunnel segment lining design program)

  • 정용준;유충식
    • 한국터널지하공간학회 논문집
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    • 제16권3호
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    • pp.321-339
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    • 2014
  • 본 논문에서는 인공신경망 기술을 이용한 TBM 터널 세그먼트 라이닝의 설계 시스템 개발에 관한 내용을 다루었다. 먼저 개발 시스템에 대한 개념 및 개발 과정과 시스템을 구성하는 각 요소기술 및 개별 모듈 개발에 관한 내용을 기술하였다. 본 시스템의 요소기술인 ANN-기반의 세그먼트 라이닝 부재력 예측 시스템에 대해 그 개념과 ANN 학습과정 및 검증과정을 기술하였다. ANN-기반의 세그먼트 라이닝 부재력 예측은 유한요소해석을 토대로 구축한 DB를 ANN을 통해 일반화 한 후 개발된 엔진을 세부 모듈에 접목시켜 별도의 해석 없이 유사 단면 혹은 현장에 적용이 가능하도록 하였다. 또한 해석 대상 단면에 대하여 상용 유한요소해석 프로그램과 연계하여 해석 Input파일의 자동생성이 가능하도록 하였으며 유한요소해석 결과를 통한 단면 검토가 가능하도록 하였다.