• 제목/요약/키워드: Poisson Distribution

검색결과 589건 처리시간 0.027초

마찰을 고려한 경편기용 정경빔의 설계에 관한 연구 (A Study on the Design of the Warper Beam Considering Friction)

  • 임문혁;김영규;신현명
    • 한국정밀공학회지
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    • 제20권3호
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    • pp.140-148
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    • 2003
  • An analysis fur the warping process has been performed to design the warper beam. Nonlinear material response is included in the physical model of polyester yarn. Large deformation finite element simulation considering contact and frictional analysis are used to obtain the pressure on the barrel of the warper beam. Loading condition on the flange is assumed by using the pressure on the barrel, winding number of yarn, Poisson's ratio of fiber, and fiber volume fraction. By using the above loading conditions NASTRAN finite element simulation is performed to calculate stress distribution and deformation of the warper beam. By comparing the deformed shape of the flange with experimental result, loading condition on the flange has been obtained. The obtained loading conditions on the barrel and flange can be utilized to design the warper beam.

동적 응답 특성을 활용한 미세구조의 물성 분포에 대한 예측 (The Expectation for Material Properties of Microstructure by Application of Dynamic Response Characteristics)

  • 이정익;여문수
    • 한국산학기술학회논문지
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    • 제9권3호
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    • pp.580-586
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    • 2008
  • 본 연구는 재료 특성에 있어 미세구조의 연속성을 예측한 것이다. 예측은 미세구조에서 사용되는 제작 재료의 동적 응답 분포를 측정해서 만들어졌다. 분포되는 재료 특성들이 미세구조의 기계적 성능을 평가하는데 사용될 때, 미세구조에 대한 컴퓨터 시뮬레이션과 실험결과의 차이를 줄일 수 있고 신뢰성 설계가 이루어질 수 있다.

Analysis of a strip footing on a homogenous soil using element free Galerkin method

  • Ganaiea, Aashiq H.;Sawant, Vishwas A.
    • Coupled systems mechanics
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    • 제4권4호
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    • pp.365-383
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    • 2015
  • Strip footing is an important type of shallow foundations and is commonly used beneath the walls. Analysis of shallow foundation involves the determination of stresses and deformations. Element free Galerkin method, one of the important mesh free methods, is used for the determination of stresses and deformations. Element free Galerkin method is an efficient and accurate method as compared to finite element method. The Element Free Galerkin method uses only a set of nodes and a description of model boundary is required to generate the discrete equation. Strip footing of width 2 m subjected to a loading intensity of 200 kPa is studied. The results obtained are agreeing with the values obtained using analytical solutions available in the literature. Parametric study is done and the effect of modulus of deformation, Poisson's ratio and scaling parameter on deformation and stresses are determined.

Electrostatic Adsorption of Uniformly Charged Electrolytes within Like-charged Electrodes

  • Jang, Seanea;Shin, Ghi Ryang;Kim, Soon-Chul
    • Journal of the Korean Physical Society
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    • 제73권9호
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    • pp.1315-1323
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    • 2018
  • The classical-fluids density functional theory has been developed for studying the structural and the electrical properties of electrolyte solutions containing uniformly charged hard-spherical ions. The modified fundamental-measure theory has been used to evaluate the hard-sphere contribution. The mean-field approximation has been employed to calculate the cross correlation between the hard sphere contribution and the Coulomb interaction. The Poisson equation for ions carrying charges that are spatially separated has been solved. The present theory shows reasonably good agreement with the corresponding Monte Carlo simulation results. The calculated results show that the attraction between like-charged planar surfaces is the result of the intra-ionic correlation and depends strongly on the ion size, valence, mole fraction, and charge distribution of electrolytes.

A New Methodology for Software Reliability based on Statistical Modeling

  • Avinash S;Y.Srinivas;P.Annan naidu
    • International Journal of Computer Science & Network Security
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    • 제23권9호
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    • pp.157-161
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    • 2023
  • Reliability is one of the computable quality features of the software. To assess the reliability the software reliability growth models(SRGMS) are used at different test times based on statistical learning models. In all situations, Tradational time-based SRGMS may not be enough, and such models cannot recognize errors in small and medium sized applications.Numerous traditional reliability measures are used to test software errors during application development and testing. In the software testing and maintenance phase, however, new errors are taken into consideration in real time in order to decide the reliability estimate. In this article, we suggest using the Weibull model as a computational approach to eradicate the problem of software reliability modeling. In the suggested model, a new distribution model is suggested to improve the reliability estimation method. We compute the model developed and stabilize its efficiency with other popular software reliability growth models from the research publication. Our assessment results show that the proposed Model is worthier to S-shaped Yamada, Generalized Poisson, NHPP.

Sample size calculations for clustered count data based on zero-inflated discrete Weibull regression models

  • Hanna Yoo
    • Communications for Statistical Applications and Methods
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    • 제31권1호
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    • pp.55-64
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    • 2024
  • In this study, we consider the sample size determination problem for clustered count data with many zeros. In general, zero-inflated Poisson and binomial models are commonly used for zero-inflated data; however, in real data the assumptions that should be satisfied when using each model might be violated. We calculate the required sample size based on a discrete Weibull regression model that can handle both underdispersed and overdispersed data types. We use the Monte Carlo simulation to compute the required sample size. With our proposed method, a unified model with a low failure risk can be used to cope with the dispersed data type and handle data with many zeros, which appear in groups or clusters sharing a common variation source. A simulation study shows that our proposed method provides accurate results, revealing that the sample size is affected by the distribution skewness, covariance structure of covariates, and amount of zeros. We apply our method to the pancreas disorder length of the stay data collected from Western Australia.

Exact thermoelastoplastic analysis of FGM rotating hollow disks in a linear elastic-fully plastic condition

  • Nadia Alavi;Mohammad Zamani Nejad;Amin Hadi;Anahita Nikeghbalyan
    • Steel and Composite Structures
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    • 제51권4호
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    • pp.377-389
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    • 2024
  • In the present study, thermoelsatoplastic stresses and displacement for rotating hollow disks made of functionally graded materials (FGMs) has been investigated. The linear elastic-fully plastic condition is considered. The material properties except Poisson's ratio are assumed to vary in the radial direction as a power-law function. The heat conduction equation for the one-dimensional problem in cylindrical coordinates is used to obtain temperature distribution in the disk. The plastic model is based on the Tresca yield criterion and its associated flow rules under the assumption of perfectly plastic material behavior. Exact solutions of field equations for elastic and plastic deformations are obtained. It is shown that the elastoplastic response of the functionally graded (FG) disk is affected notably by the radial variation of material properties. It is also shown that, depending on material properties and disk dimensions, different modes of plastic deformation may occur.

Performance Improvement for Device-to-Device (D2D) Users in Underlay Cellular Communication Networks

  • Bin Zhong ;Hehong Lin;Liang Chen ;Zhongshan Zhang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권9호
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    • pp.2805-2817
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    • 2024
  • This study focuses on the performance of device-to-device (D2D) communications in underlay cellular networks by analyzing key metrics such as successful transmission probability, coverage probability, and throughput. Under the homogeneous Poisson point process (PPP) spatial distribution of full-duplex (FD)-D2D users in cellular networks, stochastic geometry tools are used to derive approximate expressions for D2D users' coverage probability and throughput. In comparison to the conventional half-duplex (HD) communication mode, when the self-interference cancellation factor β reaches -95 dB, there is a substantial improvement in the throughput of FD-D2D users, nearly doubling their gain. Additionally, experimental results demonstrate that the Newton iterative algorithm can be used to optimize the targeted signal-to-interference-plus-noise-ratio (SINR) threshold of users within the range of (10, 20) dB.

어랑 분포를 이용한 NHPP 소프트웨어 신뢰성장 모형에 관한 연구 (An Approach for the NHPP Software Reliability Model Using Erlang Distribution)

  • 김희철;최유순;박종구
    • 한국정보통신학회논문지
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    • 제10권1호
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    • pp.7-14
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    • 2006
  • 비동질적인 포아송 과정에 기초한 모형들에서 잔존 결함 1개 당 고장 발생률은 일반적으로 상수, 혹은 단조증가 및 단조 감소 추세를 가지고 있다. 본 논문에서는 잔존 결함 1개당 고장 발생률이 증가추세를 가진 어랑 분포를 이용한 어랑 모형을 제안하였다. 고장 간격시간으로 구성된 실측자료를 이용하여 기존의 모형과 어랑 모형의 모수 추정을 실시하였다. 어랑 모형의 형상모수를 선택하기 위하여 (누적)분포적합도 검정을 사용하였고 이 자료들에서 어랑 모형의 제안과 비교를 위하여 산술적 및 라플라스 검정, 적합도 검정, 편의 검정 등을 이용하였다.

일반화 감마 분포를 이용한 NHPP 소프트웨어 신뢰도 모형에 관한 연구 (NHPP Software Reliability Model based on Generalized Gamma Distribution)

  • 김희철
    • 한국컴퓨터정보학회논문지
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    • 제10권6호
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    • pp.27-36
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    • 2005
  • 유한고장 속성을 가진 비동질적인 포아송 과정에 기초한 모형들에서 잔존 결함 1개당 고장 발생률은 일반적으로 상수, 흑은 단조증가 및 단조 감소 추세를 가지고 있다. 본 논문에서는 잔존 결함 1개당 고장 발생률이 단조증가(혹은, 단조감소) 속성을 가진 일반화 감마분포를 이용한 신뢰성 모형을 제안하였다. 일반화 감마분포를 이용한 유한 속성 비동질적 모형에 대한 모수추정은 고장 간격시간으로 구성된 실측자료를 이용하여 모수 추정을 수행하였다. 일반적 감마분포 형상모수의 제안을 위하여 특수한 형태를 적용하였다. 본 논문에서는 기존 모형의 분포를 적용하고 추가적인 소프트웨어 고장 해석을 위하여 감마 및 와이블 분포를 이용하였다. 일반화 감마 분포모형의 고장자료분석을 위하여 산술적 및 라플라스 검정, 적합도 검정, 편의 검정 등을 이용하였다.

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