• 제목/요약/키워드: Power-Law Model

검색결과 641건 처리시간 0.026초

A Bayesian Inference for Power Law Process with a Single Change Point

  • Kim, Kiwoong;Inkwon Yeo;Sinsup Cho;Kim, Jae-Joo
    • International Journal of Quality Innovation
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    • 제5권1호
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    • pp.1-9
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    • 2004
  • The nonhomogeneous poisson process (NHPP) is often used to model repairable systems that are subject to a minimal repair strategy, with negligible repair times. In this situation, the system can be characterized by its intensity function. There have been many NHPP models according to intensity functions. However, the intensity function of system in use can be changed because of repair or its aging. We consider the single change point model as the modification of the power law process. The shape parameter of its intensity function is changed before and after the change point. We detect the presence of the change point using Bayesian methodology. Some numerical results are also presented.

1/t 배기의 근원 (The Origin of 1/t Pressure)

  • 하태균
    • 진공이야기
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    • 제1권1호
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    • pp.11-16
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    • 2014
  • A variety of metal vacuum systems displays the celebrated 1/t pressure, namely, power-law dependence on time t, with the exponent close to unity, as to the origin of which there has been long-standing controversy. Here we propose a chemisorption model for water adsorbates, based on the argument for 2D fermion behavior of water adsorbed on a metal surface, and obtain analytically the power-law behavior of pressure with an exponent unity. Further, the model predicts that the pressure should depend on the temperature T according to $T^{1.5}$, which is indeed confirmed by our experiment.

Double Cantilever Beam 방법을 이용한 다결정 알루미나의 Bridging 응력효과 해석 III. 다결정 알루미나의 Bridging 응력분포 (Analysis of bridging Stress Effect of Polycrystlline Aluminas Using Double Cantilever Beam Method)

  • 손기선;이성학;백성기
    • 한국세라믹학회지
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    • 제33권5호
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    • pp.602-615
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    • 1996
  • The purpose of the present study is to investigate the microstructural effect on the R-curve behavior in three aluminas with different grain size distributions by analyzing the bridging stress distribution. The crack opening displacement (COD) according to the distance behind the stationary crack tip was measured using an in situ SEM fracture method. The measured COD values in the fine-grained alumina agreed well with Wiederhorn's sollution while they deviated from Wiederhorn's solution in the two coarse-grained aluminas because of the increase of the crack closure due to the grain interface bridging in the crack wake. A numerical fitting procedure was conducted by the introduction of the power-law relation and the current theoretical model together with the measured COD's in order to obtain the bridging stress distribution. The results indicated that the bridging stress function and the R-curve computed by the current model were consistent with those computed by the power-law relation providing a reliable evidence for the bridging stress analysis of the current model. The strain-softening exponent in the power-law relation n, was calculated to be in the range from 2 to 3 and was closely related to the grain size distribution. Thus it was concluded from the current theoretical model that the grain size distribution affected greatly the bridging stress distribution thereby resulting in the quantitative analysis of microfracture of polycrystalline aluminas through correlating the local-fracture-cont-rolling microstructure.

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지진 관측자료를 기반으로 한 한반도 지진 발생 확률 예측 (Forecasting probabilities of earthquake in Korea based on seismological data)

  • 최서원;장원철
    • 응용통계연구
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    • 제30권5호
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    • pp.759-774
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    • 2017
  • 2016년 9월 경주 지진 이후 원자력발전소, 고층 빌딩, 주택, 교량 등 우리 사회의 설비 자산들이 과연 지진으로부터 얼마나 안전한가, 앞으로 안정성을 담보하기 위해 어떤 정책을 펼쳐야 하는가에 대한 관심이 높아졌다. 본 논문에서는 한반도에서 발생한 역사지진 및 계기지진 목록을 데이터로 사용하여, 멱법칙 분포를 통해 한반도 지진 기록의 크기 분포를 설명하는 모수를 추정한다. 또한 추정한 모수를 바탕으로 미래에 한반도에서 일정 규모 이상의 지진이 발생할 확률을 계산한다. 한반도 미래 지진 발생 확률 계산 모형을 통해 지진 위험도를 파악하고자 하는 것이 본 논문의 목적이다.

폐기물매립지의 장기침하 특성에 관한 연구 (A Study on the Characteristics of Long-term Settlement for Solid Waste Landfill)

  • 박정준;신은철;김동식
    • 한국재난정보학회 논문집
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    • 제4권2호
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    • pp.52-66
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    • 2008
  • It has been a growing concern about reusing Sudokwon landfill 2nd site and other sanitary landfills located around the metropolitan areas. In this paper, settlement characteristics of Sudokwon landfill 2nd site were studied by analyzing the data collected over the period of six years. Three equations are combined in order to modeling the long-term settlement behavior of refuse landfill caused by mechanical secondary composition and secondary composition caused by the decomposition of biodegradable refuse. It is suggested that mechanical secondary composition is linear with respect to the logarithm of time. The models proposed by hyperbolic method and Gibson & Lo model, power creep law are considered to be suitable for the long-term prediction value of Sudokwon landfill 2nd site. The fifteen-year-period prediction value of hyperbolic method and Gibson & Lo model is considerably different from that of power creep law model. The average settlement for Block I in Sudokwon 2nd site is approximately 3.9m with 4 steps of final landfill stages.

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SED MODELING FOR CLASS 0 PROTOSTAR L1527 IRS

  • Baek, Giseon;Lee, Jeong-Eun;Lee, Seokho
    • 천문학회보
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    • 제40권2호
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    • pp.42.1-42.1
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    • 2015
  • We model the Spectral Energy Distribution (SED) of Class 0 protostar L1527 IRS using a radiative transfer code RADMC-3D. In addition to the photometry data from literatures, we include the Herschel/PACS data which well covers the far-infrared SED peak of L1527 IRS, providing precise constraints to the density structure and other physical properties of its circumstellar envelope. Previously, Tobin et al. (2013) presented a dust continuum modeling results using a rotating and infalling envelope (Terebey and Shu, & Cassen 1984 ; TSC envelope), which originally describes a power-law density profile (${\rho}{\propto}r-{\alpha}$) with the power-law index (${\alpha}$) of 1.5. However, we find that Herschel/PACS data are better fitted with a shallower power-law density profile. This smaller power-law might be attributed to a inner envelope. Thus, we fit the SED of L1527 IRS with a Bonnor-Ebert sphere, which is a combination of the inner flat-topped and the outer power-law (${\alpha}=2$) density profiles. This Bonnor-Ebert sphere is often used to explain the density profile of prestellar cores, which is considered the earliest stages of star formation. The well-fitted SED with a Bonnor-Ebert sphere suggests that L1527 IRS might have collapsed from a Bonnor-Ebert sphere rather than a singular isothermal sphere.

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온라인 소셜 네트워크 생성 모델 (On-Line Social Network Generation Model)

  • 이강원
    • 한국정보통신학회논문지
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    • 제24권7호
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    • pp.914-924
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    • 2020
  • 본 연구에서는 소셜 네트워크를 생성 할 수 있는 인공적인 네트워크 발생 모델을 제안 하였다. 본 연구에서 제안한 발생 모델은 온라인 소셜 네트워크의 특징인 Small-World 성질과 Scale-Free 성질을 단순하게 표현하는 것에서 벗어나 모델의 두 파라메터를 적절히 조절함으로서 사용자가 원하는 다양한 위상 특성치 값들을 나타내 줄 수 있도록 하였다. 이를 위해 Preferential Attachment의 세기를 조정 할 수 있도록 파라메터 K와 군집화 계수를 적절하게 조정 할 수 있도록 파라메터 P를 도입하였다. K가 0에서 10 그리고 P가 0.3에서 0.5 사이의 조합이나 K = 0과 P = 0.9를 이용하면 소셜 네트워크의 위상적 성질을 보유하는 인공적인 네트워크를 생성할 수 있다. 이 조합 하에서는 Small-World 성질과 Scale-Free 성질이 잘 나타난다. 노드차수 분포는 Power-Law를 따른다. 또한 군집화 계수 0.130 ~ 0.238, 평균 최단거리 5.641 ~ 5.985로 나타났다. 또한 네트워크의 크기를 노드 5,000개에서 10,000개로 증가시켜도 소셜 네트워크 성질을 그대로 유지하는 것으로 나타났다.

란체스터 (3,3) 전투모형의 전투력 재할당 방안에 관한 연구 (Reallocation of Force in the Lanchester (3,3) Combat Model)

  • 황종현;이동형
    • 산업경영시스템학회지
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    • 제46권4호
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    • pp.263-271
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    • 2023
  • In the (3,3) close combat model based on the Lanchester Square Law, this study proposes a plan to optimally allocate residual combat power after the battle to other battlefields. As soon as the two camps of three units can grasp each other's information and predict the battle pattern immediately after the battle began, the Time Zero Allocation of Force (TZAF) scenario was used to initially allocate combat power to readjust the combat model. It reflects travel time, which is a "field friction" in which physical distance exists from battlefields that support combat power to battlefields that are supported. By developing existing studies that try to examine the effect of travel time on the battlefield through the combat model, this study forms a (3,3) combat model, which is a large number of minimum units. In order to achieve the combat purpose, the principle of optimal combat force operation is presented by examining the aspect that support combat power is allocated to the two battlefields and the consequent battle results. Through this, various scenarios were set in consideration of the travel time and the situation of the units, and differentiated results were obtained. Although the most traditional, it can be used as the basic logic of the training or the commander's decision-making system using the actual war game model.

열화시스템의 수리를 위한 베이지안 의사결정 모형의 개발 (A Bayesian Decision Model for a Deteriorating Repairable System)

  • 김택상;안선응
    • 대한산업공학회지
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    • 제32권2호
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    • pp.141-152
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    • 2006
  • This paper presents the development of a decision model to examine the optimal repair action for a deteriorating system. In order to make a reasonable decision, it is necessary to perform an analysis of the uncertainties embedded in deterioration and to evaluate the repair actions based on the expected future cost. Focusing on the power law failure model, the uncertainties related to deterioration are analyzed based on the Bayesian approach. In addition, we develop a decision model for the optimal repair action by applying a repair cost function. A case study is given to illustrate a decision-making process by analyzing the loss incurred due to deterioration.

제조물책임법 시행에 따른 중소기업 품질경영시스템에 관한 연구 (A study on the Quality Management System of Medium and Small-sized Enterprises under Product Liability Law)

  • 배성아;김복만
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2001년도 추계학술대회 논문집
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    • pp.362-365
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    • 2001
  • Human, physical damage is happened frequently to consumer's safety accident by product defect on modern industrial society. Accordingly, advanced nation including the United States of America enforce product liability law and is protecting consumer more actively from danger of product defect. Our country(Korea) may enforce product liability law since July, 2002, and if business does not grope effective confrontation way about PL, capital strength weak smaller enterprise and venture business corporation's competitive power may affect much corporation's competitive power enfeeblement and survival. This research supplement based on induction and operating QMS in smaller enterprise essential factor that corporations must equip according to product liability law enforcement. And we present integration quality management system model of Product liability to do so that smaller enterprises may can cope effectively at force of Product liability law.

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