• 제목/요약/키워드: Random Analysis

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가변적인 샘플링을 이용한 차원 감소법에 의한 신뢰도 해석 기법 (Reliability Analysis Using Dimension Reduction Method with Variable Sampling Points)

  • 육순민;민준홍;김동호;최동훈
    • 대한기계학회논문집A
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    • 제33권9호
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    • pp.870-877
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    • 2009
  • This study provides how the Dimension Reduction (DR) method as an efficient technique for reliability analysis can acquire its increased efficiency when it is applied to highly nonlinear problems. In the highly nonlinear engineering systems, 4N+1 (N: number of random variables) sampling is generally recognized to be appropriate. However, there exists uncertainty concerning the standard for judgment of non-linearity of the system as well as possibility of diverse degrees of non-linearity according to each of the random variables. In this regard, this study judged the linearity individually on each random variable after 2N+1 sampling. If high non-linearity appeared, 2 additional sampling was administered on each random variable to apply the DR method. The applications of the proposed sampling to the examples produced the constant results with increased efficiency.

가변적인 샘플링을 이용한 신뢰도 해석 기법 (Reliability Analysis Method with Variable Sampling Points)

  • 육순민;최동훈
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2008년도 추계학술대회A
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    • pp.1162-1168
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    • 2008
  • This study provides how the Dimension Reduction (DR) method as an efficient technique for reliability analysis can acquire its increased efficiency when it is applied to highly nonlinear problems. In the highly nonlinear engineering systems, 4N+1 (N: number of random variables) sampling is generally recognized to be appropriate. However, there exists uncertainty concerning the standard for judgment of non-linearity of the system as well as possibility of diverse degrees of non-linearity according to each of the random variables. In this regard, this study judged the linearity individually on each random variable after 2N+1 sampling. If high non-linearity appeared, 2 additional sampling was administered on each random variable to apply the DR method. The applications of the proposed sampling to the examples produced the constant results with increased efficiency.

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탄저균의 Random Amplified Polymorphic DNA-PCR 분석 (Random Amplified Polymorphic DNA-PCR Analysis for Identification of Bacillus anthracis)

  • 김성주;박경현;김형태;조기승;김기천;최영길;박승환;이남택;채영규
    • 미생물학회지
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    • 제37권1호
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    • pp.56-60
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    • 2001
  • 탄저균의 분자적 다양성 분석은 다양한 DNA표지의 부족으로 쉬운 일이 아니어서, 본 연구에서는 random amplified polymorphic DNA (RAPD)-PCR을 이용하여 Bacillus 속으로부터 탄저균을 구별할 수 있는 새로운 DNA 표지를 개발하고자 하였다. RAPD-PCR을 이용한 분석은 다양한 Bacillus 종으로부터 탄저균을 동정할 수 있었으며, 아울러 Bacillus 종 사이에서 확실한 유전적인 변이를 확인할 수 있었다. 이러한 분석은 간단, 신속하고, 그리고 정확하게 탄저균을 진단하는데 활용할 수 있다고 본다.

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Stochastic elastic wave analysis of angled beams

  • Bai, Changqing;Ma, Hualin;Shim, Victor P.W.
    • Structural Engineering and Mechanics
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    • 제56권5호
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    • pp.767-785
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    • 2015
  • The stochastic finite element method is employed to obtain a stochastic dynamic model of angled beams subjected to impact loads when uncertain material properties are described by random fields. Using the perturbation technique in conjunction with a precise time integration method, a random analysis approach is developed for efficient analysis of random elastic waves. Formulas for the mean, variance and covariance of displacement, strain and stress are introduced. Statistics of displacement and stress waves is analyzed and effects of bend angle and material stochasticity on wave propagation are studied. It is found that the elastic wave correlation in the angled section is the most significant. The mean, variance and covariance of the stress wave amplitude decrease with an increase in bend angle. The standard deviation of the beam material density plays an important role in longitudinal displacement wave covariance.

Random vibration and deterministic analyses of cable-stayed bridges to asynchronous ground motion

  • Soyluk, K.;Dumanoglu, A.A.;Tuna, M.E.
    • Structural Engineering and Mechanics
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    • 제18권2호
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    • pp.231-246
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    • 2004
  • In this paper, a comparison of various random vibration and deterministic dynamic analyses of cable-stayed bridges subjected to asynchronous ground motion is presented. Different random vibration methods are included to determine the dynamic behaviour of a cable-stayed bridge for various ground motion wave velocities. As a numerical example the Jindo Bridge located in South Korea is chosen and a 413 DOF mathematical model is employed for this bridge. The results obtained from a spectral analysis approach are compared with those of two random vibration based response spectrum methods and a deterministic method. The analyses suggest that the structural responses usually show important amplifications depending on the decreasing ground motion wave velocities.

확률유한요소법을 이용한 초고주파 수동소자의 2차원 해석 (The Two Dimensional Analysis of RF Passive Device using Stochastic Finite Element Method)

  • 김준연;정철용;이선영;천창렬
    • 대한전기학회논문지:전기물성ㆍ응용부문C
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    • 제49권4호
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    • pp.249-257
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    • 2000
  • In this paper, we propose the use of stochastic finite element method, that is popularly employed in mechanical structure analysis, for more practical designing purpose of RF device. The proposed method is formulated based on the vector finite element method cooperated by pertubation analysis. The method utilizes sensitivity analysis algorithm with covariance matrix of the random variables that represent for uncertain physical quantities such as length or various electrical constants to compute the probabilities of the measure of performance of the structure. For this computation one need to know the variance and covariance of the random variables that might be determined by practical experiences. The presenting algorithm has been verified by analyzing several device with different be determined by practical experiences. The presenting algorithm has been verified by analysis several device with different measure of performanes. For the convenience of formulation, two dimensional analysis has been performed to apply it into waveguide with dielectric slab. In the problem the dielectric constant of the dielectric slab is considered as random variable. Another example is matched waveguide and cavity problem. In the problem, the dimension of them are assumed to be as random variables and the expectations and variances of quality factor have been computed.

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The Generation of Poisson Random Variates

  • Park, Chae-Ha
    • 대한산업공학회지
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    • 제1권1호
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    • pp.87-92
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    • 1975
  • Three approximation methods for generating outcomes on Poisson random variables are discussed. A comparison is made to determine which method requires the least computer execution time and to determine which is the most robust approximation. Results of the comparison study suggest the method to choose for the generating procedure depends on the mean value of Poisson random variable which is being generated.

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Analysis of Two-tier Supply Chains with Multiplicative Random Yields

  • Park, Kyungchul
    • Management Science and Financial Engineering
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    • 제22권1호
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    • pp.1-4
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    • 2016
  • We consider a two-tier supply chain with multiplicative random yield. We focus on the supply chain performance with respect to the control scheme of determining the production lot size. The profit loss due to distributed control is analyzed to give an insight for devising efficient supply contracts.

Adaptive and Prioritized Random Access and Resource Allocation Schemes for Dynamic TDMA/TDD Protocols

  • Choi, Hyun-Ho
    • Journal of information and communication convergence engineering
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    • 제15권1호
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    • pp.28-36
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    • 2017
  • The medium access control (MAC) protocol based on dynamic time division multiple access/time division duplex (TDMA/TDD) is responsible for random access control and radio resource allocation in dynamic traffic environments. These functions of random access and resource allocation are very important to prevent wastage of resources and improve MAC performance according to various network conditions. In this paper, we propose new random access and resource allocation schemes to guarantee quality of service (QoS) and provide priority services in a dynamic TDMA/TDD system. First, for the QoS guarantee, we propose an adaptive random access and resource allocation scheme by introducing an access probability. Second, for providing priority service, we propose a priority-based random access and resource allocation scheme by extending the first adaptive scheme in both a centralized and a distributed manner. The analysis and simulation results show that the proposed MAC protocol outperforms the legacy MAC protocol using a simple binary exponential backoff algorithm, and provides good differential performance according to priorities with respect to the throughput and delay.