• Title/Summary/Keyword: 확률 시험

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Methodical Aspects of Experimental Improvement on Working Capacity of Liquid Rocket Engine (액체로켓엔진 시험-개선과정의 방법론)

  • Kim, Cheul-Woong;Bershadskiy, Vitaly A.;Kim, Sang-Heon;Oh, Seung-Hyub
    • Journal of the Korean Society of Propulsion Engineers
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    • v.13 no.1
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    • pp.1-9
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    • 2009
  • As a result of the study on a number of the works, published in Russia, the methodical aspects of experimental improvement on working capacity of LRE (Liquid Rocket Engine) are reviewed. In the article, on the basis of the experience of Russia and USA, the special features of experimental improvement on working capacity of LRE and the methods of its rational implementation formulated. The organizational and technical solutions of experimental improvement on working capacity of LRE for achieving the required level of the reliability and decreasing the material expenditures are presented in the article. These suggested solutions can be used for the development of LRE.

Mechanical Behavior of Steel Pipe Pin-Cups Embedded in Concrete (콘크리트에 매입된 강관 핀컵의 역학적 거동)

  • Jo, Jae Byung;Im, Seok Bean
    • Journal of Korean Society of Steel Construction
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    • v.16 no.5 s.72
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    • pp.705-712
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    • 2004
  • To investigate the mechanical behavior of pin cups created from steel pipes embedded in concrete, test blocks were made and load tests were conducted. The pin was inserted in the pin cup at various depths and was loaded in a lateral direction at a constant displacement speed. A formula, which took into consideration the deformation and failure shapes of the pin cups, observed during and after the tests, was used to estimate its mechanical behavior. The test values were determined to be relevant to the formula and were distributed within a reasonably narrow range. The mean and the 95% survival probability value of maximum resistance were determined by factoring the formula at 1.01 and 0.92, respectively.

Performance Evaluation of NDE Methods in Condition Assessment of Structural Elements (구조물 진단에 있어 비파괴 시험법의 성능평가)

  • Shim, Hyung Seop;Kang, Bo Soon
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.11 no.3
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    • pp.167-175
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    • 2007
  • The relations between data from test methods and conditions in structural elements are considered. NDE(Nondestructive Evaluation) methods are joint application of a test and a basis for interpretation of data obtained in the test. Correct assessments of conditions of elements depend on the inaccuracy and variability in the test data and on the uncertainty of correlations between attributes(what is measured) and conditions(what is sought in the inspection). A full description of the performance of NDE methods considers the relation of test data to condition of elements. The quality of the test data itself is important, but equally important is the interpretation that occurs after the test. To make the decision of the performance of NDE methods, this paper presents mathematical basis to measure the reliability of NDE methods.

Inspection of Structural Elements Using NDE (비파괴 시험을 이용한 RC 구조물 상태진단)

  • Shim, Hyung-Seop
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.13 no.5 s.57
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    • pp.101-108
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    • 2009
  • Mathematical basis of interpretation of data from nondestructive evaluation (NDE) methods in condition assessment of structures is presented. In structural inspection with NDE methods, NDE data are not directly used for the condition assessment. Instead, NDE data must be interpreted as condition of inspected element. Correct assessments of conditions depend on many factors such as the inaccuracy and the variability in NDE measurements and the uncertainty in correlation between attributes (what is measured) and conditions (what is sought in the inspection). A full description of the performance of NDE methods considers the relation of test data to conditions of elements. The quality of the test itself is important, but equally important is the interpretation that occurs after the test. The effects of variability in test data and uncertainty in correlations of attributes and conditions are presented in three examples of field testing methods.

Stability Analysis of Mine Roadway Using Laboratory Tests and In-situ Rock Mass Classification (실내시험과 현장암반분류를 이용한 광산갱도의 안정성 해석)

  • Kim, Jong Woo;Kim, Min Sik;Lee, Dong Kil;Park, Chan;Jo, Young Do;Park, Sam Gyu
    • Tunnel and Underground Space
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    • v.24 no.3
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    • pp.212-223
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    • 2014
  • In this study, the stability analyses for metal mine roadways at a great depth were performed. In-situ stress measurements using hydrofracturing, numerous laboratory tests for rock cores and GSI & RMR classifications were conducted in order to find the physical properties of both intact rock and in-situ rock mass distributed in the studied metal mine. Through the scenario analysis and probabilistic assessment on the results of rock mass classification, the in-situ ground conditions of mine roadways were divided into the best, the average and the worst cases, respectively. The roadway stabilities corresponding to the respective conditions were assessed by way of the elasto-plastic analysis. In addition, the appropriate roadway shapes and the support patterns were examined through the numerical analyses considering the blast damaged zone around roadway. It was finally shown to be necessary to reduce the radius of roadway roof curvature and/or to install the crown reinforcement in order to enhance the stability of studied mine roadways.

Multi-focus Image Fusion Technique Based on Parzen-windows Estimates (Parzen 윈도우 추정에 기반한 다중 초점 이미지 융합 기법)

  • Atole, Ronnel R.;Park, Daechul
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.8 no.4
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    • pp.75-88
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    • 2008
  • This paper presents a spatial-level nonparametric multi-focus image fusion technique based on kernel estimates of input image blocks' underlying class-conditional probability density functions. Image fusion is approached as a classification task whose posterior class probabilities, P($wi{\mid}Bikl$), are calculated with likelihood density functions that are estimated from the training patterns. For each of the C input images Ii, the proposed method defines i classes wi and forms the fused image Z(k,l) from a decision map represented by a set of $P{\times}Q$ blocks Bikl whose features maximize the discriminant function based on the Bayesian decision principle. Performance of the proposed technique is evaluated in terms of RMSE and Mutual Information (MI) as the output quality measures. The width of the kernel functions, ${\sigma}$, were made to vary, and different kernels and block sizes were applied in performance evaluation. The proposed scheme is tested with C=2 and C=3 input images and results exhibited good performance.

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A Study on Fatigue Life Distribution of SM45C under Constant Rotating Bending Stress (SM45C의 회전굽힘 응력하의 피로수명분포에 관한 연구)

  • Pyo, Pyo,Dong-Keun;Park, Jong-U
    • Journal of Ocean Engineering and Technology
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    • v.5 no.2
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    • pp.85-93
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    • 1991
  • 피로 파괴연구의 급격한 발전에 따라 최근의 기계나 구조물들은 많은 분야에서 손상허용설계원리에 근거하여 설계되고 있다. 이러한 상황 하에서 피로파손의 정확한 특성을 밝히는 것은 신뢰성을 고려한 기계나 구조물의 설계에 있어 가장 중요한 요인이 된다. 피로파손은 많은 랜덤요소를 내포하고 있으므로 실험결과 분석 및 수명예측을 분석하기 위해서는 통계학적 해석이 요구되고 있다. 본 연구의 목적은 회전굽힘피로시험을 수행하고 피로수명을 분석하는데 정규분포, 대수분포, 지수분포 및 Weibull분포를 이용하여 실험결과와 비교하고 파손확률을 찾는데 있다.

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Reliability Estimation of Steam Turbine Blade Using First Order Reliability Method (FORM을 이용한 증기 터빈블레이드의 신뢰성 평가)

  • 황진호;김철수;김정규
    • Proceedings of the Korean Reliability Society Conference
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    • 2002.06a
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    • pp.199-204
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    • 2002
  • 본 연구에서는 저압 증기 터빈블레이드의 안전성 확보를 위하여 작용응력 및 강도의 변동성을 고려한 확률론적 해석을 수행하였다. 정상상태에서 작용응력은 이론 및 유한요소해석에 의해서 얻을 수 있으며, 최대 von-Mises 응력은 215.4MPa이다. 회전굽힘 하중하에서의 피로한도는 응력비 R= -1에서 계단식 시험법을 이용하여 구하였으며, 이의 확률론적 특성에 가장 적합한 분포는 3 모수 와이블 분포이다. 그리고 신뢰성에 미치는 다양한 인자들의 영향은 영향계수(sensitivity factor)를 이용하여 정량적으로 평가하였다.

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스프링의 피로 파손 확률 분포 예측

  • Kim, Hyung-Ik;Heo, Yong;Park, Jae-Sil;Seok, Chang-Sung;Jang, Pil-Soo;Joo, Jae-Man;Kang, Jung-Hoon
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.05a
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    • pp.78-78
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    • 2004
  • 기계 및 구조물의 설계시에는 허용응력 이하의 설계 조건으로 설계하지만 반복 작동을 하게 되는 기계 시스템의 경우에는 피로에 의한 파괴 현상이 나타나게 된다. 대부분의 기계 및 구조물은 사용시 변동 하중 상태에 놓이는 경우가 많게 되고 이로 인해 변동 응력이 작용되며 그 재료의 정적 강도보다 상당히 작은 간이라도 반복횟수가 증가함으로써 금속재료의 강도가 저하되어 결국 피로 파괴가 발생한다. 자동차, 항공기, 압축기, 펌프, 터빈 등과 같이 반복 작동을 하게 되는 기계 시스템에서 일어나는 파괴 현상 중에서 피로 파괴가 차지하는 비율이 점차 늘어나고 있다.(중략)

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Extraction Method of Face Area in Movie Using MRCNN (MRCNN을 이용한 영화속 등장인물 면적추출 방법)

  • Kim, Yeonghuh;You, Eun Soon;Kang, SooHwan;Park, Seung-Bo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.01a
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    • pp.51-52
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    • 2019
  • 본 연구는 영화에 대한 정량적 분석을 위해 MRCNN을 활용한 영화 속 등장인물의 얼굴 면적을 검출하였다. MRCNN을 선택한 이유는 기존 얼굴 인식 시스템이 갖는 한계(뒷모습, 누워있는 모습의 측정 오류)의 개선과 면밀한 계산을 하고자 함이었다. 영화 한편에서 주인공과 상대주인공이 함께 등장한 씬을 선별한 726개의 이미지 중 496개의 이미지가 마스킹이 됨으로서 68%의 성능을 보였다. 반면에 230개의 이미지 파일에서는 다소 문제가 발견되어 32%의 오차가 발생했다. 오차를 개선하기 위해서 주요 인물을 학습시킨 뒤 마스킹을 씌우는 작업을 함으로써 현 확률보다 높은 확률로 정상적으로 이미지가 추출될 수 있도록 시험해 볼 것이다.

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