• 제목/요약/키워드: Hyperbolic method

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가중치 부여 방법에 따른 가중 비선형 회귀 쌍곡선법의 침하 예측 정확도 분석 (Settlement Prediction Accuracy Analysis of Weighted Nonlinear Regression Hyperbolic Method According to the Weighting Method)

  • 곽태영;우상인;홍성호;이주형;백성하
    • 한국지반공학회논문집
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    • 제39권4호
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    • pp.45-54
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    • 2023
  • 설계 단계에서의 침하 예측은 주로 이론적 침하 예측 방법에 의해 수행되지만, 정확도의 문제로 인해 시공 단계에서는 주로 시간에 따른 침하량 계측 결과를 토대로 장래 침하량을 예측하는 계측 기반 침하 예측 방법을 적용하고 있다. 계측 기반 침하 예측 방법 중에서도 쌍곡선법이 주로 쓰이고 있으나 기존의 쌍곡선법은 정확도가 떨어지며 통계적 측면에서 한계점이 명확하기 때문에, 가중 비선형 회귀 분석 기반의 쌍곡선법이 제안된 바 있다. 본 연구에서는 가중 비선형 회귀 쌍곡선법에 두 가지 가중치 부여 방식을 적용하여 침하 예측 정확도를 비교 분석하였다. 부산 신항에 위치한 두 현장에서 측정한 지표침하판 데이터를 활용했으며, 회귀분석 구간을 전체 데이터에 30, 50, 70%로 설정해 나머지 구간의 침하를 예측했다. 그 결과, 가중치 부여 방식과 무관하게 쌍곡선법 기반의 침하 예측 방법은 모두 회귀 분석 구간이 증가할수록 정확도가 높게 나타났으며, 가중 비선형 회귀 쌍곡선법을 통해 기존 선형 회귀 쌍곡선법 보다 정확하게 침하를 예측할 수 있었다. 특히 더 작은 회귀분석 구간이 적용되었음에도 가중 비선형 회귀 쌍곡선법이 기존 선형 회귀 쌍곡선법에 비해 높은 침하 예측 성능을 보여, 가중 비선형 회귀 쌍곡선법을 통해 훨씬 빠르고 정확하게 침하량을 예측할 수 있음을 확인했다.

DISCONTINUOUS GALERKIN SPECTRAL ELEMENT METHOD FOR ELLIPTIC PROBLEMS BASED ON FIRST-ORDER HYPERBOLIC SYSTEM

  • KIM, DEOKHUN;AHN, HYUNG TAEK
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • 제25권4호
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    • pp.173-195
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    • 2021
  • A new implicit discontinuous Galerkin spectral element method (DGSEM) based on the first order hyperbolic system(FOHS) is presented for solving elliptic type partial different equations, such as the Poisson problems. By utilizing the idea of hyperbolic formulation of Nishikawa[1], the original Poisson equation was reformulated in the first-order hyperbolic system. Such hyperbolic system is solved implicitly by the collocation type DGSEM. The steady state solution in pseudo-time, which is the solution of the original Poisson problem, was obtained by the implicit solution of the global linear system. The optimal polynomial orders of 𝒪(𝒽𝑝+1)) are obtained for both the solution and gradient variables from the test cases in 1D and 2D regular grids. Spectral accuracy of the solution and gradient variables are confirmed from all test cases of using the uniform grids in 2D.

Conservative Upwind Correction Method for Scalar Linear Hyperbolic Equations

  • Kim, Sang Dong;Lee, Yong Hun;Shin, Byeong Chun
    • Kyungpook Mathematical Journal
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    • 제61권2호
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    • pp.309-322
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    • 2021
  • A conservative scheme for solving scalar hyperbolic equations is presented using a quadrature rule and an ODE solver. This numerical scheme consists of an upwind part, plus a correction part which is derived by introducing a new variable for the given hyperbolic equation. Furthermore, the stability and accuracy of the derived algorithm is shown with numerous computations.

침하예측을 위한 쌍곡선 식의 신뢰성 평가에 관한 연구 (A Study on the Evaluation of Reliability for Settlement Predictions by Hyperbolic Method)

  • 이승우;김유석
    • 한국지반공학회지:지반
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    • 제13권6호
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    • pp.5-12
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    • 1997
  • 연약지반 개량을 위한 프리로딩 공법에서 침하 애측은 시공관리상 매우 중요한 요소이다. 지반의 비균질성, 지반 물성치 조사의 한계 등의 이유로 설계시에 침하속도 및 침하량을 실제 발생치와 근접하게 예측하기는 매우 어렵다. 이러한 문제점 때문에 쌍곡선법,아사오카법 등 초기 침하계측을 이용한 장래 침하 추정 법들이 침하 예측 기법으로 활발하게 이용되고 있으나, 예측 시점에서 추정된 장래 침하량의 신뢰성에 대한 평가 방법엔 대하여서는 제시된 바가 없다. 본 연구는 사례연구를 통하여 쌍곡선법으로 예측된 장래침하량들과 실 침하량들을 비교하구 초기 계측 기간에 따른 장래 침하량 예측의 신뢰성에 관한 분석을 통하여. 쌍곡선법을 이용한 장래 침하량 추정의 신뢰성 평가 방법을 제시하고자 한다.

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쌍곡선법을 이용한 계측 기반 연약지반 침하 거동 예측의 최적화 방안 (The Optimization of Hyperbolic Settlement Prediction Method with the Field Data for Preloading on the Soft Ground)

  • 추윤식;김준현;황세환;정충기
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2010년도 춘계 학술발표회
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    • pp.457-467
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    • 2010
  • The settlement prediction is very important to preloading method for a construction site on a soft ground. At the design stage, however, it is hard to predict the settlement exactly due to limitations of the site survey. Most of the settlement prediction is performed by a regression settlement curve based on the field data during a construction. In Korea, hyperbolic method has been most commonly used to align the settlement curve with the field data, because of its simplicity and many application cases. The results from hyperbolic method, however, may be differed by data selections or data fitting methods. In this study, the analyses using hyperbolic method were performed about the field data of $\bigcirc\bigcirc$ site in Pusan. Two data fitting methods, using an axis transformation or an alternative method, were applied with the various data group. If data was used only after the ground water level being stabilized, fitting results using both methods were in good agreement with the measured data. Without the information about the ground water level, the alternative method gives better results with the field data than the method using an axis transformation.

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연약지반 장기침하량 예측기법의 적용성 연구

  • 장병욱;우철웅;이경호
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 1998년도 학술발표회 발표논문집
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    • pp.425-430
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    • 1998
  • The theory of consolidation has been achieved remarkable development, but associated properties are very difficult to determine in the laboratory. The theoretical shortcomings of those consolidation theories and uncertainties of associated properties make inevitably some discrepancy between theoretical and field settlements. Field settlement measurement by settlement plate is, therefore, widely used to overcome the discrepancy. Among the various methods of ultimate settlement predictions using field settlement data, hyperbolic method and Asaoka's method are most commonly used because of their simplicity and ability to give a reasonable estimate of consolidation settlement. In this paper, the applicability of hyperbolic method and Asaoka's method has been estimated by the analysis of the laboratory consolidation test and field measured data. It is shown that both hyperbolic method and Asaoka's method are significantly affected by the direction of drainage, and Asaoka's method is better to reflect the properties of the soft foundation than hyperbolic method.

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이상치를 이용한 관측적 침하예측기법의 개발 (Development of a Observational Settlement Analysis Method Using Outliers)

  • 우철웅;장병욱
    • 한국농공학회지
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    • 제45권5호
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    • pp.140-150
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    • 2003
  • Observational methods such as the Asaoka's method and the hyperbolic method are widely applied on the settlement analysis using observed settlement. The most unreliable aspects in those methods is arose from the subjective discretion of initial non-linearity on linear regression. The initial non-linearity is inevitable due to the settlement behaviour itself. Therefore an objective method is essential to achieve more reliable results on settlement analysis. It was found that the initial non-linear data are statistical outliers. New automation algorithms of the hyperbolic and the Asaoka's method were developed based on outlier detection method. The methods are a successive detection of outliers and a searching method of suitable hyperbolic range for the Asaoka's and the hyperbolic method respectively. Applicability of the algorithms was verified through case studies.

AN APPLICATION OF TILINGS IN THE HYPERBOLIC PLANE

  • Park, Jong-Youll
    • 호남수학학술지
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    • 제29권3호
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    • pp.481-493
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    • 2007
  • We will construct several types of semi-regular tilings of a hyperbolic unit disk model by defining geometric features of the definition of distance in a hyperbolic plane, area of triangle, and isometry of inversions. We researched the method of regular tilings and semi-regular tilings of hyperbolic unit disk model and wrote an semi-regular tiling construction algorithm using Cabri2 program and Cinderella program. Lastly, We want to make a product related to traditional heritage cultural patterns using Photoshop, so we'll model the advertising photos of cites; Seoul, Gwangju.

AN ELEMENTARY PROOF OF SFORZA-SANTALÓ RELATION FOR SPHERICAL AND HYPERBOLIC POLYHEDRA

  • Cho, Yunhi
    • 대한수학회논문집
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    • 제28권4호
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    • pp.799-807
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    • 2013
  • We defined and studied a naturally extended hyperbolic space (see [1] and [2]). In this study, we describe Sforza's formula [7] and Santal$\acute{o}$'s formula [6], which were rediscovered and later discussed by many mathematicians (Milnor [4], Su$\acute{a}$rez-Peir$\acute{o}$ [8], J. Murakami and Ushijima [5], and Mednykh [3]) in the spherical space in an elementary way. Thereafter, using the extended hyperbolic space, we apply the same method to prove their results in the hyperbolic space.