• Title/Summary/Keyword: Benchmark test

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Efficient Iterative Solvers for Modified Mild Slope Equation (수정완경사방정식을 위한 반복기법의 효율성 비교)

  • Yoon, Jong-Tae;Park, Seung-Min
    • Journal of Ocean Engineering and Technology
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    • v.20 no.6 s.73
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    • pp.61-66
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    • 2006
  • Two iterative solvers are applied to solve the modified mild slope equation. The elliptic formulation of the governing equation is selected for numerical treatment because it is partly suited for complex wave fields, like those encountered inside harbors. The requirement that the computational model should be capable of dealing with a large problem domain is addressed by implementing and testing two iterative solvers, which are based on the Stabilized Bi-Conjugate Gradient Method (BiCGSTAB) and Generalized Conjugate Gradient Method (GCGM). The characteristics of the solvers are compared, using the results for Berkhoff's shoal test, used widely as a benchmark in coastal modeling. It is shown that the GCGM algorithm has a better convergence rate than BiCGSTAB, and preconditioning of these algorithms gives more than half a reduction of computational cost.

Interference Signal Cancellation Algorithm using Parallel sub-filters for W-CDMA repeater (병렬 부 필터를 이용한 W-CDMA 중계기용 간섭 신호 제거 알고리즘)

  • Moon, Sung-Bae;Oh, Seung-Rohk
    • Journal of IKEEE
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    • v.14 no.3
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    • pp.205-209
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    • 2010
  • We propose a new interference cancellation algorithm for W-CDMA repeater. The proposed algorithm uses the parallel multiple sub-filters instead of one long filter. We justify that convergence rate can be improved by using the proposed algorithm. The improvement of convergence rate is verified in a practical benchmark test condition.

A New Evolutionary Programming Algorithm using the Learning Rule of a Neural Network for Mutation of Individuals (신경회로망의 학습 알고리듬을 이용하여 돌연변이를 수행하는 새로운 진화 프로그래밍 알고리듬)

  • 임종화;최두현;황찬식
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.36C no.3
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    • pp.58-64
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    • 1999
  • Evolutionary programming is mainly characterized by two factors; one is the selection strategy and the other the mutation rule. In this paper, a new mutation rule that is the same form of well-known backpropagation learning rule of neural networks has been presented. The proposed mutation rule adapts the best individual's value as the target value at the generation. The temporal error improves the exploration through guiding the direction of evolution and the momentum speeds up convergence. The efficiency and robustness of the proposed algorithm have been verified through benchmark test functions.

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Language Model Adaptation Based on Topic Probability of Latent Dirichlet Allocation

  • Jeon, Hyung-Bae;Lee, Soo-Young
    • ETRI Journal
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    • v.38 no.3
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    • pp.487-493
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    • 2016
  • Two new methods are proposed for an unsupervised adaptation of a language model (LM) with a single sentence for automatic transcription tasks. At the training phase, training documents are clustered by a method known as Latent Dirichlet allocation (LDA), and then a domain-specific LM is trained for each cluster. At the test phase, an adapted LM is presented as a linear mixture of the now trained domain-specific LMs. Unlike previous adaptation methods, the proposed methods fully utilize a trained LDA model for the estimation of weight values, which are then to be assigned to the now trained domain-specific LMs; therefore, the clustering and weight-estimation algorithms of the trained LDA model are reliable. For the continuous speech recognition benchmark tests, the proposed methods outperform other unsupervised LM adaptation methods based on latent semantic analysis, non-negative matrix factorization, and LDA with n-gram counting.

DEVELOPMENT OF A COMPUTER CODE FOR PREDICTION OF INDOOR POLLUTANT DISPERSION (새집증후군 저감대책을 위한 실내 오염물질 확산 해석 코드 개발)

  • Jeon, H.J.;Yang, K.S.;Choi, C.B.
    • 한국전산유체공학회:학술대회논문집
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    • 2010.05a
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    • pp.508-516
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    • 2010
  • An efficient code has been developed to predict dispersion of indoor air pollutants The computing capability of the code has been compared with that of a commercial code inn a benchmark test. After that, the code has been employed to compute dispersion of a pollutant released from a new furniture, a kind of Sick Building Syndrome (SBS). A sofa which generates formaldehyde is implemented by using an immersed boundary method. Large Eddy Simulation (LES) is employed to obtain time-dependent velocity and scalar fields. LES has bee regarded as an academic tool, but the newly-developed code reveals a possibility of application of LES to practical problems, especially dispersion of indoor pollutants.

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AN ANALYSIS OF THE AERODYNAMIC CHARACTERISTICS OF A T-50 CONFIGURATION USING A PANEL CODE AND ITS VALIDATION (패널코드를 이용한 T-50 형상의 공력특성 예측 및 검증)

  • Park, S.W.;Kim, D.J.;Je, S.E.;Myong, R.S.;Cho, T.H.
    • 한국전산유체공학회:학술대회논문집
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    • 2006.10a
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    • pp.131-135
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    • 2006
  • The aerodynamic characteristics of a T-50 aircraft configuration are investigated by a subsonic panel method. Panel methods are best applicable to the lifting surfaces such as wings and airfoils. Source and doublets are used in the present code as a basic singularities of the panel technique. The panel method is first assessed by applying it to several benchmark problems for which other solutions and experimental data are available, such as a swept wing and wing body configuration. The prediction results are compared with experimental data and show good agreement in all cases considered. Finally, the method is applied to a T-50 aircraft configuration and excellent agreement with flight test data in lift coefficients is found.

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A VOLUME OF FLUID METHOD FOR FREE SURFACE FLOWS AROUND SHIP HULLS (선체주위 자유수면 유동 해석을 위한 VOF법 연구)

  • Park, I.R.
    • Journal of computational fluids engineering
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    • v.20 no.1
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    • pp.57-64
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    • 2015
  • This paper describes a volume of fluid(VOF) method, mRHRIC for the simulation of free surface flows around ship hulls and provides its validation against benchmark test cases. The VOF method is developed on the basis of RHRIC method developed by Park et al. that uses high resolution differencing schemes to algebraically preserve both the sharpness of interface and the boundedness of volume fraction. A finite volume method is used to solve the governing equations, while the realizable ${\kappa}-{\varepsilon}$ model is used for turbulence closure. The present numerical results of the resistance performance tests for DTMB5415 and KCS hull forms show a good agreement with available experimental data and those of other free surface methods.

A New Diversity Preserving Evolutionary Programming Technique (다양성을 유지하는 새로운 진화 프로그래밍 기법)

  • 신정환;진성일;최두현
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.1011-1014
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    • 1999
  • In this paper, a new algorithm has been presented that helps to preserve diversity as well as to enhance the convergence speed of the evolutionary programming. This algorithm is based on the cell partitioning of search region for preserving the diversity. Until now, the greater part of researches is not concerned about preserving the diversity of individuals in a population but improving convergence speed. Although these evolutions are started from multi-point search at the early phase, but at the end those search points are swarming about a one-point, the strong candidate. These evolutions vary from the original idea in some points such as multi-point search. In most case we want to find the only one point of the best solution not several points in the vicinity of that. That is why the cell partitioning of search region has been used. By restricting the search area of each individual, the diversity of individual in solution space is preserved and the convergence speed is enhanced. The efficiency of the proposed algorithm has been verified through benchmark test functions.

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Nonlinear FE Analysis of Reinforced Concrete Panels subjected to Biaxial Tensile Loads (이축인장하중을 받는 철근콘크리트 패널의 비선형 유한요소해석)

  • 이상진;이영정;전영선
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2003.04a
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    • pp.153-160
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    • 2003
  • Nonlinear finite element analysis of reinforced concrete panels subjected to biaxial tensile loads are carried out by using a 9-node assumed strain shell element. The present study mainly focuses on the performance evaluation of material models such as cracking criteria, tension stiffening model and steel model in the membrane energy dominant situation. From numerical results, the exponential form of tension stiffening model together with the use of average yield stress model for the steel embedded in the concrete performs well in the panel analysis under biaxial tensile loading condition and it produces a good agreement with experiment results. Finally, the present results are provided as a benchmark test for reinforced concrete panel structures.

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A Benchmark Study of Design Codes on Offshore Pipeline Collapse for Ultra-Deepwater

  • Choi Han-Suk
    • Journal of Ship and Ocean Technology
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    • v.10 no.1
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    • pp.38-46
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    • 2006
  • The objective of this paper is to summarize current ultra-deepwater (i.e., up to 3,500 meters water depth) pipeline mechanical design methodologies as part of the limit state design. The standard mechanical design for ultra-deepwater pipelines in the Gulf of Mexico (GOM) is based on API RP 1111. API code also has been used for deepwater projects in west Africa. DNV code OS-F101 was mostly used for deepwater projects in offshore Brazil and Europe. Some pipeline designs in the GOM have started to incorporate parts of the DNV design methodology. A discussion of failure under collapse only and combined loading (i.e. pressure + bending) is presented. The best design criteria are obtained from physical full-scale collapse testing. The comparison of the physical test data and collapse calculations using the DNV and API codes will be presented. It was found that the conservatism still exists in the collapse prediction for ultra-deepwater pipeline using modem design codes such as DNV OS-F101 and API RP 1111.