• Title/Summary/Keyword: 예측방정식

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Application of a Fast Parallel Poisson Solver to Barotropic Prediction Model (병렬화된 고속 보아송 방정식의 예측모델에의 적용)

  • Song, Chang-Geun;Lee, Sang-Deok
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.3
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    • pp.720-730
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    • 1997
  • In this paper, we develp the code, called the fast parallel Poisson solver, which solves the poisson's equation of arbitraty dimension and parallelize it, And we apply the fast parallel poisson solver to the barotopic predic-tion model to explore the advantages of using it.In particular, we apply this model to the track forecasting of hurricane time required to integrate the barotropic model.A 72-h track prdeiciton was made by using time step of 16 minutes on a network of about 3000 grid points.The prediction 30 seconds on the 8-processor Alliant FX/8 mini supercomputer.It was a speed-up of 3.7 wen compared to the one-processor version.

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Prediction of Signal Propagation in Optical Fiber by SS-FEM (단계분할 유한 요소법에 의한 광섬유의 신호 전송 예측)

  • Jung, B.H.;Lee, H.J.
    • Proceedings of the KIEE Conference
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    • 1999.07e
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    • pp.2441-2443
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    • 1999
  • 광섬유에서 전송되는 신호의 예측을 위하여 편미분방정식인 비선형 슈래딩거 방정식(Nonlinear Schrodinger Equation, NLSE)을 단계분할 유한 요소법(Split-Step Finite Element Method, SS-FEM)을 적용하여 해석하였다. 수치결과를 해석적인 해가 알려진 솔리톤의 해로부터 전송되는 거리의 증가에 따라 각 단계마다 오차를 계산하였으며, 그 결과를 단계분할 푸리에법(Split-Step Fourier Method, SS-FM)에 의한 수치해와도 비교하였다.

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Thermal Performance Evaluation of Design Parameters and Development of Load Prediction Equations of Office Buildings (사무소 건설의 설계변수 열성능 평가 및 부하예측방정식 개발)

  • 석호태;김광우
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.13 no.9
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    • pp.914-921
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    • 2001
  • The objective of this study is to evaluate the design parameters and to develop the cooling and heating load prediction equations of office buildings. The building load calculation simulation was carried out using the DOE-2.1E program. The results of the simulation was used as a data for ANOVA and multiple regression analysis which could develop the load prediction equations.

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Generalization of SS-PEM for Prediction of Signal Characteristics in Optical Fiber (광섬유 신호 특성 예측을 위한 일반화된 단계분할 유한요소법의 구현)

  • Lee, Bum-Woo;Jung, Baek-Ho;Lee, Ho-Joon
    • Proceedings of the KIEE Conference
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    • 2000.07c
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    • pp.2192-2194
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    • 2000
  • 광섬유에서 전송되는 신호를 예측하기 위하여 일반화된 단계분할 유한요소법 (split-step finite element method, 55-FEM)을 이용한 비선헝 슈뢰딩거 방정식의 해석 방법을 구현하였다. 사용된 방정식은 분산 및 감쇄, 그리고 비선형 효과를 모두 고려하도록 하였다. SS-FEM으로 계산된 수치 결과는 엄밀해와 잘 일치하였음을 확인하였으며, 계산 시간을 푸리에법과도 비교하였다.

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A Wavefront Array Processor Utilizing a Recursion Equation for ME/MC in the frequency Domain (주파수 영역에서의 움직임 예측 및 보상을 위한 재귀 방정식을 이용한 웨이브프런트 어레이 프로세서)

  • Lee, Joo-Heung;Ryu, Chul
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.10C
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    • pp.1000-1010
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    • 2006
  • This paper proposes a new architecture for DCT-based motion estimation and compensation. Previous methods do riot take sufficient advantage of the sparseness of 2-D DCT coefficients to reduce execution time. We first derive a recursion equation to perform DCT domain motion estimation more efficiently; we then use it to develop a wavefront array processor (WAP) consisting of processing elements. In addition, we show that the recursion equation enables motion predicted images with different frequency bands, for example, from the images with low frequency components to the images with low and high frequency components. The wavefront way Processor can reconfigure to different motion estimation algorithms, such as logarithmic search and three step search, without architectural modifications. These properties can be effectively used to reduce the energy required for video encoding and decoding. The proposed WAP architecture achieves a significant reduction in computational complexity and processing time. It is also shown that the motion estimation algorithm in the transform domain using SAD (Sum of Absolute Differences) matching criterion maximizes PSNR and the compression ratio for the practical video coding applications when compared to tile motion estimation algorithm in the spatial domain using either SAD or SSD.

An algebraic multigrids based prediction of a numerical solution of Poisson-Boltzmann equation for a generation of deep learning samples (딥러닝 샘플 생성을 위한 포아즌-볼츠만 방정식의 대수적 멀티그리드를 사용한 수치 예측)

  • Shin, Kwang-Seong;Jo, Gwanghyun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.2
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    • pp.181-186
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    • 2022
  • Poisson-Boltzmann equation (PBE) is used to model problems arising from various disciplinary including bio-pysics and colloid chemistry. Therefore, to predict a numerical solution of PBE is an important issue. The authors proposed deep learning based methods to solve PBE while the computational time to generate finite element method (FEM) solutions were bottlenecks of the algorithms. In this work, we shorten the generation time of FEM solutions in two directions. First, we experimentally find certain penalty parameter in a bilinear form. Second, we applied algebraic multigrids methods to the algebraic system so that condition number is bounded regardless of the meshsize. In conclusion, we have reduced computation times to solve algebraic systems for PBE. We expect that algebraic multigrids methods can be further employed in various disciplinary to generate deep learning samples.

Application of the BWRS equation of state of polar halocarbons (극성 할로겐 탄화수소 화합물 물성 예측에 BWRS 상태 방정식의 응용)

  • 이태종;김부웅
    • Journal of Energy Engineering
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    • v.2 no.3
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    • pp.315-322
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    • 1993
  • The generalized 23 constants of the Benedict-Webb-Rubin-Starling (BWRS) equation of state were modified to achieve accurate predictions of thermo-physical properties for polar halocarbons. Multiproperty analysis was employed to obtain an optimum set of 23 constants for individual halocarbons. The overall average absolute deviations of predicted properties for those halocarbons using the 23 constants optimized for each halocarbon with use of either an acentric factor or orientation parameters are 0.41% for density, 0.33 Kcal/kg for enthalpy and 0.39% for vapor pressure. These results show a remarkable improvement in predicting properties over the ones obtained by use of the generalized constants for all the ten halocarbons tested here.

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A New Calibration Equation for Predicting Water Contents With TDR (TDR의 함수비 예측을 위한 새로운 보정방정식)

  • Song, Minwoo;Kim, Daehyeon;Choi, Chanyong
    • Journal of the Korean Geosynthetics Society
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    • v.14 no.1
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    • pp.59-65
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    • 2015
  • The objective of the study is to verify a new calibration equation of dry density and water contents with TDR. Since the traditional calibration equation was proposed, some research to develop a new calibration equation has been conducted by several researchers. As traditional calibration equation is difficult to be applied for loose soil and fine-grained soil at high water contents, this study developed a new calibration equation. Thus, this study introduces a new calibration equation and its applicability by comparing TDR test results with conventional test results. Based on the analyses, the calibration equation for water content has large error. A new calibration equation was proposed and it showed more than 95% accuracy for estimating water content of soil.

Prediction of the Out-of-plane Motion due to the In-plane Excitation (평면내 방향 기진력에 의한 평면밖 방향 운동의 예측)

  • Oh, Il-Geun
    • Journal of Ocean Engineering and Technology
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    • v.7 no.2
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    • pp.141-149
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    • 1993
  • 삼 자유도를 가진 부유물체의 동적 응답을 이론적으로 연구하였다. 평면내 방향 운동모우드에 대한 지배방정식을 선형화한 후, 그들의 조화해를 평명밖 방향 운동모우드의 방정식과 연성시켰다. 그렇게 해서 주어지는 방정식은 시간에 따라 변화하는 계수를 가진 형태로서, 평면밖 방향의 운동만을 보일 것으로 예측되는 부유물체가 평면밖 방향의 운동을 보일 수도 있음을 밝혔다. 동역학적 불안정성과 그 결과로 나타나는 평면밖 방향의 대진폭 운동을 보이고 있다. 본 결과는 주기적으로 동요하는 부유물체가 서로 연성된 운동을 하는 현상으로도 해석할 수 있다.

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Analytical Model for Shear Strength of RS Hybrid Steel Beams with Reinforced Concrete Ends (단부 RC조와 중앙부 철골조로 이루어진 RS 보의 전단강도예측을 위한 해석모델)

  • 김욱종;문정호;이리형
    • Journal of the Korea Concrete Institute
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    • v.13 no.6
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    • pp.602-609
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    • 2001
  • A strut-and-tie model was proposed to predict the shear strength of RS beam which is a hybrid steel beam with reinforced concrete ends. The proposed model is capable of considering the concrete softening effects due to diagonal shear cracks at the embedded area of steel in concrete. It can predict tile failure strength of RS beam from the mathematical formulations which are based on equilibrium, compatibility, and the constitutive laws of cracked reinforced concrete. The previous experimental results of 15 RS beams were analyzed with the proposed model and the analytical results were also compared with formulas currently available. The comparison revealed that the proposed model can predict the strength of RS beam better than the others. The average ratio of experimental strengths to analytical results was 1.02 and the standard deviation was 0.126.