• 제목/요약/키워드: random field

검색결과 953건 처리시간 0.027초

충격하중을 받는 원통의 최초좌굴시간의 변동성에 대한 기하학적 초기결함의 영향 (Influence of Geometric Initial Imperfection on the First Buckling Time Variation of Cylinder Under Impact Load)

  • 김두기
    • 전산구조공학
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    • 제10권1호
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    • pp.173-183
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    • 1997
  • 본 논문에서는 랜덤한 축대칭 기하학적 초기결함을 갖는 원통이 축방향 충격하중을 받는 경우의 반경방향 변위가 임계기준치를 최초로 통과하는 확률론적 충격좌굴 파괴시간을 해석할 수 있는 방법을 제시하였다. 랜덤한 기하학적 초기결함의 생성을 위해 초기결함의 평균함수 및 상관함수를 이용하여 확률장을 형성하는 방법을 사용하였다. 본 논문에서 제시된 방법은 실제적인 기하학적 초기결함이 갖는 불확실성을 취급하는데 적절하고 실용적이므로 이를 고려한 원통의 구조안전도해석에 이용할 수 있다.

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강우의 모의발생에 관한 연구 (2차원 무작위 호우장에서) (A Study on the Rainfall Generation (In Two-dimensional Random Storm Fields))

  • 이재형;선우중호;항만하
    • 대한토목학회논문집
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    • 제11권1호
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    • pp.109-116
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    • 1991
  • 최근 몇년동안 2차원 무작위 강우장의 확률특성치인 환상스펙트럼에 대한 논의가 있었고, 2차원 강우장의 모의 모형도 제안되었다. 본 연구는 맨처음 G.Matheron에 의해 소재된 회전띠기법(TBM)을 도입하여 앞서 제시된 환상스펙트럼이나 동방성 공분산 함수를 2차원 강우장으로 전환하는 문제를 다루었다. 특히 Bras의 강우 모의 모형에서 잔차 발생치의 보존특성에 중점을 두었는데 표본수의 증가에 따라 TBM에 의해 발생한 값을 토대로 산정한 평균과 공분산이 이론치에 접근해감을 보였다. 또한 표본의 갯수를 경제적인 규모로 선택하여 실시한 진행성 강우의 모의예도 제시하였다.

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Reliability and risk assessment for rainfall-induced slope failure in spatially variable soils

  • Zhao, Liuyuan;Huang, Yu;Xiong, Min;Ye, Guanbao
    • Geomechanics and Engineering
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    • 제22권3호
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    • pp.207-217
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    • 2020
  • Slope reliability analysis and risk assessment for spatially variable soils under rainfall infiltration are important subjects but they have not been well addressed. This lack of study may in part be due to the multiple and diverse evaluation indexes and the low computational efficiency of Monte-Carlo simulations. To remedy this, this paper proposes a highly efficient computational method for investigating random field problems for slopes. First, the probability density evolution method (PDEM) is introduced. This method has high computational efficiency and does not need the tens of thousands of numerical simulation samples required by other methods. Second, the influence of rainfall on slope reliability is investigated, where the reliability is calculated from based on the safety factor curves during the rainfall. Finally, the uncertainty of the sliding mass for the slope random field problem is analyzed. Slope failure consequences are considered to be directly correlated with the sliding mass. Calculations showed that the mass that slides is smaller than the potential sliding mass (shallow surface sliding in rainfall). Sliding mass-based risk assessment is both needed and feasible for engineered slope design. The efficient PDEM is recommended for problems requiring lengthy calculations such as random field problems coupled with rainfall infiltration.

Monte Carlo simulation for the response analysis of long-span suspended cables under wind loads

  • Di Paola, M.;Muscolino, G.;Sofi, A.
    • Wind and Structures
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    • 제7권2호
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    • pp.107-130
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    • 2004
  • This paper presents a time-domain approach for analyzing nonlinear random vibrations of long-span suspended cables under transversal wind. A consistent continuous model of the cable, fully accounting for geometrical nonlinearities inherent in cable behavior, is adopted. The effects of spatial correlation are properly included by modeling wind velocity fluctuation as a random function of time and of a single spatial variable ranging over cable span, namely as a one-variate bi-dimensional (1V-2D) random field. Within the context of a Galerkin's discretization of the equations governing cable motion, a very efficient Monte Carlo-based technique for second-order analysis of the response is proposed. This procedure starts by generating sample functions of the generalized aerodynamic loads by using the spectral decomposition of the cross-power spectral density function of wind turbulence field. Relying on the physical meaning of both the spectral properties of wind velocity fluctuation and the mode shapes of the vibrating cable, the computational efficiency is greatly enhanced by applying a truncation procedure according to which just the first few significant loading and structural modal contributions are retained.

피드백 전계 효과 트랜지스터로 구성된 모놀리식 3차원 정적 랜덤 액세스 메모리 특성 조사 (Investigation of the electrical characteristics of monolithic 3-dimensional static random access memory consisting of feedback field-effect transistor)

  • 오종혁;유윤섭
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 추계학술대회
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    • pp.115-117
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    • 2022
  • 피드백 전계 효과 트랜지스터(feedback field-effect transistor; FBFET)로 구성된 모놀리식 3차원 정적 랜덤 액세스 메모리(monolithic 3-dimensional static random access memory; M3D-SRAM)에 대해 TCAD(technology computer-aided design) 프로그램을 사용하여 전기적 특성을 조사하였다. FBFET로 구성된 M3D-SRAM(M3D-SRAM-FBFET)는 FDSOI(fully depleted silicon on insulator) 구조의 N형 FBFET와 N형 MOSFET(metal oxide semiconductor field effect transistor)로 이루어져 있으며 각각 하부와 상부에 위치한다. M3D-SRAM-FBFET의 메모리 동작 시, 공급 전압이 1.9 V에서 감소함에 따라 읽기 전류가 낮아졌으며, 공급 전압이 1.6 V 일 때 읽기 전류가 약 10배 감소하였다.

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A Bayesian Wavelet Threshold Approach for Image Denoising

  • Ahn, Yun-Kee;Park, Il-Su;Rhee, Sung-Suk
    • Communications for Statistical Applications and Methods
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    • 제8권1호
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    • pp.109-115
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    • 2001
  • Wavelet coefficients are known to have decorrelating properties, since wavelet is orthonormal transformation. but empirically, those wavelet coefficients of images, like edges, are not statistically independent. Jansen and Bultheel(1999) developed the empirical Bayes approach to improve the classical threshold algorithm using local characterization in Markov random field. They consider the clustering of significant wavelet coefficients with uniform distribution. In this paper, we developed wavelet thresholding algorithm using Laplacian distribution which is more realistic model.

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확률경로 기반의 교통류 분석 방법론 (A new approach on Traffic Flow model using Random Trajectory Theory)

  • PARK, Young Wook
    • 대한교통학회지
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    • 제20권5호
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    • pp.67-79
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    • 2002
  • 교통량, 교통밀도, 교통류 속도 등, 교통류 변수에 대한 현재까지의 불확실한 정의와 연속적 파동방정식의 거시적 교통류 해석상의 문제점을 지적하고 이를 개선하기 위해 교통류 변수들에 대한 새로운 확률적 정의를 제시하고 이들의 성격을 규명하였다. 이러한 새로운 교통류 변수들에 대한 새로운 정의를 바탕으로 미시적 운전자 행동을 세밀하게 수용할 수 있고 많은 교통환경에서 연속적 파동 방정식을 대체하여 교통류 변수들과 통행시간을 예측할 수 있는 미분방정식 체계를 확률 미분방적식을 이용하여 도출하였다. 도출된 미분 방정식을 단일 차량의 시공 괘적에 적용해 보았다.

ON THE CONVERGENCE OF SERIES OF MARTINGALE DIFFERENCES WITH MULTIDIMENSIONAL INDICES

  • SON, TA CONG;THANG, DANG HUNG
    • 대한수학회지
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    • 제52권5호
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    • pp.1023-1036
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    • 2015
  • Let {Xn; $n{\succeq}1$} be a field of martingale differences taking values in a p-uniformly smooth Banach space. The paper provides conditions under which the series ${\sum}_{i{\preceq}n}\;Xi$ converges almost surely and the tail series {$Tn={\sum}_{i{\gg}n}\;X_i;n{\succeq}1$} satisfies $sup_{k{\succeq}n}{\parallel}T_k{\parallel}=\mathcal{O}p(b_n)$ and ${\frac{sup_{k{\succeq}n}{\parallel}T_k{\parallel}}{B_n}}{\rightarrow\limits^p}0$ for given fields of positive numbers {bn} and {Bn}. This result generalizes results of A. Rosalsky, J. Rosenblatt [7], [8] and S. H. Sung, A. I. Volodin [11].

Non-Gaussian approach for equivalent static wind loads from wind tunnel measurements

  • Kassir, Wafaa;Soize, Christian;Heck, Jean-Vivien;De Oliveira, Fabrice
    • Wind and Structures
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    • 제25권6호
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    • pp.589-608
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    • 2017
  • A novel probabilistic approach is presented for estimating the equivalent static wind loads that produce a static response of the structure, which is "equivalent" in a probabilistic sense, to the extreme dynamic responses due to the unsteady pressure random field induced by the wind. This approach has especially been developed for complex structures (such as stadium roofs) for which the unsteady pressure field is measured in a boundary layer wind tunnel with a turbulent incident flow. The proposed method deals with the non-Gaussian nature of the unsteady pressure random field and presents a model that yields a good representation of both the quasi-static part and the dynamical part of the structural responses. The proposed approach is experimentally validated with a relatively simple application and is then applied to a stadium roof structure for which experimental measurements of unsteady pressures have been performed in boundary layer wind tunnel.