• 제목/요약/키워드: Sequential Simulation

검색결과 481건 처리시간 0.03초

Development of a software framework for sequential data assimilation and its applications in Japan

  • Noh, Seong-Jin;Tachikawa, Yasuto;Shiiba, Michiharu;Kim, Sun-Min;Yorozu, Kazuaki
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2012년도 학술발표회
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    • pp.39-39
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    • 2012
  • Data assimilation techniques have received growing attention due to their capability to improve prediction in various areas. Despite of their potentials, applicable software frameworks to probabilistic approaches and data assimilation are still limited because the most of hydrologic modelling software are based on a deterministic approach. In this study, we developed a hydrological modelling framework for sequential data assimilation, namely MPI-OHyMoS. MPI-OHyMoS allows user to develop his/her own element models and to easily build a total simulation system model for hydrological simulations. Unlike process-based modelling framework, this software framework benefits from its object-oriented feature to flexibly represent hydrological processes without any change of the main library. In this software framework, sequential data assimilation based on the particle filters is available for any hydrologic models considering various sources of uncertainty originated from input forcing, parameters and observations. The particle filters are a Bayesian learning process in which the propagation of all uncertainties is carried out by a suitable selection of randomly generated particles without any assumptions about the nature of the distributions. In MPI-OHyMoS, ensemble simulations are parallelized, which can take advantage of high performance computing (HPC) system. We applied this software framework for several catchments in Japan using a distributed hydrologic model. Uncertainty of model parameters and radar rainfall estimates is assessed simultaneously in sequential data assimilation.

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웹을 이용한 가상 실시간 상호작용 분산 시뮬레이션 환경엣 클라이언트-서버 모델의 설계 및 구현 (Design and Implementation of Client-Server Model on Virtual Real-time Interactive Distributed Simulation Environment Using Web)

  • 정진립;우영제;정창성
    • 한국정보처리학회논문지
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    • 제6권1호
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    • pp.57-65
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    • 1999
  • 규모가 크고 복잡하며, 사용자와 상호 작용하는 시뮬레이션은 처리되는 메시지 수가 매우 많으므로 메시지의 순차적 시뮬레이션이 더 효율적이라 생각할 수 있다. 또한 사용자가 많은 훈련용 시뮬레이션은 지역적으로 분산되고 사용자의 추가 요구 사항의 증가로 시스템의 운용 및 유지보수 비용이 많이 든다. 따라서 시뮬레이션에 웹 기술의 적용은 이러한 문제를 해결할 수 있는 하나의 방법이 될 수 있다. 하지만 웹의 동적인 환경은 분산 처리되는 사건들의 인과성 오류를 유발 할 수 있다. 따라서 본 논문에서는 분산 처리되는 시뮬레이션 서버와 웹 브라우저의 클라이언트 사이에 상호작용을 위한 클라이언트-서버 모델을 제시하고 구현하였으며, 구현에는 웹 기술에 적합한 자바와 자바 분산 객체 모델을 사용하였다. 제시된 모델에 의한 실험결과 인터넷의 동적인 환경에 분산 시뮬레이션이 정확하게 수행되었음을 확인할 수 있었다.

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Coverage 분석을 위한 신뢰구간 추정량에 관한 비교 연구 (Comparative Study of Confidence Interval Estimators for Coverage Analysis)

  • 이종숙;정해덕
    • 정보처리학회논문지D
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    • 제11D권1호
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    • pp.219-228
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    • 2004
  • 지금까지 비율(proportion)에 대한 신뢰구간의 근사적 추정량(approximate estimator)에 대한 여러 기법들이 제안되었으나, 시뮬레이션 결과에 대한 coverage 분석을 수행할 경우에는 정규분포에 기반 한 신뢰구간 추정량이 주로 이용되었다. 그 이유는 정규분포에 대한 근사법이 다른 근사법들 보다 실제 구현하는데 쉽게 여겨졌기 때문이다. 하지만, 최근에 arcsin 변환에 기반한 coverage 분석을 위한 근사법이 [12]에서 시뮬레이션 수행 시에 최종결과에 요구되는 정확도의 조절과 비율을 추정하기 위해서 사용되었다. 본 논문에서는 세 개의 신뢰구간 추정량 근사법(정규분포 기반 근사법, arcsin 변환 기반 근사법, 그리고 F-분포 기반 근사법)을 비교 분석하였다. 세 신뢰구간에 대한 추정량을 단일 프로세서와 다중 프로세서 상에서 참조모델(reference model)로 M/M/1/$\infty$와 W/D/l/$\infty$ 큐잉 시스템을 활용하여 정상상태(steady-state)에서의 평균치를 추정하는 시뮬레이션에 적용하였다.

2-Propanol/Acetone/Hydrogen 반응계로 구성된 화학적 열펌프 시스템의 모사 연구 (A Study on the Simulation of Chemical Heat Pump System Based on 2-Propanol /Acetone/Hydrogen System)

  • 김범재;여영구;정연수;송형근
    • 한국시뮬레이션학회논문지
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    • 제5권1호
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    • pp.43-50
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    • 1996
  • 2-propanol /acetone/hydrogen 반응계로 구성된 화학적 열펌프 시스템은 낮은 온도(82.5~$90^{\circ}C$)에서의 2-propanol의 탈수소화 반응과 높은 온도(약 $200^{\circ}C$ 부근)에서의 acetone 의 수소화반응을 이용하여 열을 고품위화 시키는 장치이다. 본 연구에서는 이 시스템의 해석 및 설계를 목적으로 이 시스템에 대한 수치적인 모델들을 세우고 Sequential modular approach를 이용하여 시스템의 모사를 수행하였다. 또한 에너지 효율을 최대화하기 위하여 열펌프 시스템에서의 환류비의 영향을 규명하였다. 모사결과 이 시스템의 scale up을 위한 정량적인 정상상태 운전조건들을 구할수 있었으며 두 반응의 반응 전화율이 다르더라도 반응물의 유량의 차이를 통하여 두 반응열이 거의 같아지는 것을 알수 있었다. 아울러 주어진 운전조건에서 증류의 환류비는 최소환류비 근처의 최적값이 존재함을 알수 있었다.

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분자동역학 전산모사를 이용한 나노임프린트 리소그래피 공정에서의 스탬프-레지스트 간의 상호작용 및 원자분포에 관한 연구 (A study on the stamp-resist interaction mechanism and atomic distribution in thermal NIL process by molecular dynamics simulation)

  • 양승화;조맹효
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2007년도 춘계학술대회A
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    • pp.343-348
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    • 2007
  • Molecular dynamics study of thermal NIL (Nano Imprint Lithography) process is performed to examine stamp-resist interactions. A layered structure consists of Ni stamp, poly-(methylmethacrylate) thin film resist and Si substrate was constructed for isothermal ensemble simulations. Imposing confined periodicity to the layered unit-cell, sequential movement of stamp followed by NVT simulation was implemented in accordance with the real NIL process. Both vdW and electrostatic potentials were considered in all non-bond interactions and resultant interaction energy between stamp and PMMA resist was monitored during stamping and releasing procedures. As a result, the stamp-resist interaction energy shows repulsive and adhesive characteristics in indentation and release respectively and irregular atomic concentration near the patterned layer were observed. Also, the spring back and rearrangement of PMMA molecules were analyzed in releasing process.

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Application of Ray Following Algorithm to High Resolution Satellite Image Simulation

  • Shin, Dong-Seok;Park, Won-Kyu
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2002년도 Proceedings of International Symposium on Remote Sensing
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    • pp.559-564
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    • 2002
  • This paper describes a new algorithm named as ray following algorithm which is applied for high-resolution satellite image simulation. The problems of the conventional ray tracing algorithm are pointed out especially when terrain elevations vary abruptly. The proposed algorithm follows the directional ray vector sequentially and thoroughly in order to determine the crossing point of the ray with the terrain surface. This way of sequential height comparison method is regarded as the only way to obtain accurate surface cross-section when a highly variant digital surface model is used. The experimental results show and compare the validities of the conventional and proposed algorithms.

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Area- and Energy-Efficient Ternary D Flip-Flop Design

  • Taeseong Kim;Sunmean Kim
    • 센서학회지
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    • 제33권3호
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    • pp.134-138
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    • 2024
  • In this study, we propose a ternary D flip-flop using tristate ternary inverters for an energy-efficient ternary circuit design of sequential logic. The tristate ternary inverter is designed by adding the functionality of the transmission gate to a standard ternary inverter without an additional transistor. The proposed flip-flop uses 18.18% fewer transistors than conventional flip-flops do. To verify the advancement of the proposed circuit, we conducted an HSPICE simulation with CMOS 28 nm technology and 0.9 V supply voltage. The simulation results demonstrate that the proposed flip-flop is better than the conventional flip-flop in terms of energy efficiency. The power consumption and worst delay are improved by 11.34% and 28.22%, respectively. The power-delay product improved by 36.35%. The above simulation results show that the proposed design can expand the Pareto frontier of a ternary flip-flop in terms of energy consumption. We expect that the proposed ternary flip-flop will contribute to the development of energy-efficient sensor systems, such as ternary successive approximation register analog-to-digital converters.

Simulation of Moving Storm in a Watershed Using Distributed Models

  • Choi, Gye-Woon;Lee, Hee-Seung;Ahn, Sang-Jin
    • Korean Journal of Hydrosciences
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    • 제5권
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    • pp.1-16
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    • 1994
  • In this paper distributed models for simulating spatially and temporally varied moving storm in a watershed were developed. The complete simulation in a watershed is achieved through two sequential flow simulations which are overland flow simulation and channel network flow simulation. Two dimensional continuity equation and momentum equation of kinematic approximation were used in the overland flow simulation. On the other hand, in the channel network simulation two types of governing equations which are one dimensional continuity and momentum equations between two adjacent sections in a channel, and continuity and energy equations at a channel junction were applied. The finite difference formulations were used in the channel network model. Macks Creek Experimental Watershed in Idaho, USA was selected as a target watershed and the moving storm on August 23, 1965, which continued from 3:30 P.M. to 5:30 P.M., was utilized. The rainfall intensity fo the moving storm in the watershed was temporally varied and the storm was continuously moved from one place to the other place in a watershed. Furthermore, runoff parameters, which are soil types, vegetation coverages, overland plane slopes, channel bed slopes and so on, are spatially varied. The good agreement between the hydrograph simulated using distributed models and the hydrograph observed by ARS are Shown. Also, the conservations of mass between upstreams and downstreams at channel junctions are well indicated and the wpatial and temporal vaiability in a watershed is well simulated using suggested distributed models.

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전단류 분산 해석을 위한 순차혼합모형의 개발 (Development of Sequential Mixing Model for Analysis of Shear Flow Dispersion)

  • 서일원;손은우
    • 대한토목학회논문집
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    • 제26권4B호
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    • pp.335-344
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    • 2006
  • 본 연구에서는 Taylor의 이론, 즉 종방향 이송과 횡방향 확산이 서로 독립적으로 일어나며 두 과정이 서로 균형을 이룬다는 개념을 바탕으로 순차혼합모형을 제안하였다. 서로 다른 혼합시간과 유속 분포 등을 사용하여 수치모의를 실시하였으며, 여기서 얻어진 단면평균 농도분포를 1차원 종분산모형과 2차원 이송-분산 모형과 비교하였다. 그 결과, 순차혼합모형이 1차원 종분산모형으로 요약되는 Taylor의 이론을 잘 구현하고 있음을 알 수 있었다. 2차원이송-확산모형과의 비교를 통해 혼합 시간과 횡확산계수와의 관계를 밝힐 수 있었으며, 따라서 순차혼합모형이 1차원 종분산모형뿐 아니라 2차원 이송-분산모형까지 연계하여 전단류 분산을 통합적으로 설명하는 모형임을 알 수 있었다. 본 연구에서는 순차혼합모형의 수치모의 결과와 1차원 종분산모형과의 적합을 통해 종분산계수를 결정하고, 회귀식을 사용해 종분산계수 추정식을 제안하였다. 본 연구에서 제안한 종분산계수 추정식은 38개의 현장실험자료를 사용하여 검증하였다. 그 결과, 하폭 대 수심 비가 비교적 작은 하천에 대해서 높은 신뢰성을 나타내었으며, 대체적으로 기존의 경험식과 비슷한 신뢰도를 나타내었다.

컴퓨터 애니메이션을 이용한 가로경관의 평가기법 연구 -정적 및 동적 시뮬레이션 기법의 비교- (A Study of Streetscape Evaluation Methods Using Computer Animation -A Comparison of Static and Dynamic Simulation Methods-)

  • 김충식;이인성
    • 한국조경학회지
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    • 제26권4호
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    • pp.1-13
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    • 1999
  • Previous research for visual assessment of streetscape employed static simulation methods to represent future landscape. However, streetscape is experienced sequentially, and thus dynamic simulations can be more effective. This study tried to adopt computer animation in the evaluation of streetscape, and examined its effects and possibilities. Three development scenarios for the redevelopment districts of Sokong-Ro and Banpo-Ro in Seoul were designed, and simulations were produced by three methods-photo-retouching, computer still image, and animation. A preference questionnaire was asked to 69 university students, and the effects of simulation methods on visual preference were examined. In addition, the frames of the animation were reclassed to identify the visibility of physical elements. The relationships between the visibility and visual preference were analyzed. The results showed that visual preference can be explained by three factors-Amenity, Tidiness, and Variousness-that account for 62.4% of the total variance, and the Amenity showed the highest proportion: 36.0%. Among the three simulation methods, animation showed the largest difference in preference for the most important factor(Amenity), and yielded the highest correlation between visibility of physical elements and Amenity. This result demonstrated that dynamic simulations can provide more accurate observation of visual changes, especially because the simulated landscape is experienced sequentially. The results also revealed that the sequential change in the visibility of physical elements can be examined easily and precisely by animation. This benefit of animation enables analysts to identify the points where the landscape varies the most, and thus visual preference should be evaluated.

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