• Title/Summary/Keyword: 통계적 형상분석

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K-SMPL: Korean Body Measurement Data Based Parametric Human Model (K-SMPL: 한국인 체형 데이터 기반의 매개화된 인체 모델)

  • Choi, Byeoli;Lee, Sung-Hee
    • Journal of the Korea Computer Graphics Society
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    • v.28 no.4
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    • pp.1-11
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    • 2022
  • The Skinned Multi-Person Linear Model (SMPL) is the most widely used parametric 3D Human Model optimized and learned from CAESAR, a 3D human scanned database created with measurements from 3,800 people living in United States in the 1990s. We point out the lack of racial diversity of body types in SMPL and propose K-SMPL that better represents Korean 3D body shapes. To this end, we develop a fitting algorithm to estimate 2,773 Korean 3D body shapes from Korean body measurement data. By conducting principle component analysis to the estimated Korean body shapes, we construct K-SMPL model that can generate various Korean body shape in 3D. K-SMPL model allows to improve the fitting accuracy over SMPL with respect to the Korean body measurement data. K-SMPL model can be widely used for avatar generation and human shape fitting for Korean.

Quantitative Evaluation of Fiber Dispersion of the Fiber-Reinforced Cement Composites Using an Image Processing Technique (이미지 프로세싱 기법을 이용한 섬유복합재료의 정량적인 섬유분산성 평가)

  • Kim, Yun-Yong;Lee, Bang-Yeon;Kim, Jeong-Su;Kim, Jin-Keun
    • Journal of the Korean Society for Nondestructive Testing
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    • v.27 no.2
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    • pp.148-156
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    • 2007
  • The fiber dispersion in fiber-reinferced cementitious composites is a crucial factor with respect to achieving desired mechanical performance. However, evaluation of the fiber dispersion in the composite PVA-ECC (polyvinyl alcohol-engineered cementitious composite) is extremely challenging because of the low contrast of PVA fibers with the cement-based matrix. In the present work, a new evaluation method is developed and demonstrated. Using a fluorescence technique on the PVA-ECC, PVA fibers are observed as green dots in the cross-section of the composite. After capturing the fluorescence image with a charged couple device (CCD) camera through a microscope, the fiber dispersion is evaluated using an image processing technique and statistical tools. In this image processing technique, the fibers are more accurately detected by employing an enhanced algorithm developed based on a discriminant method and watershed segmentation. The influence of fiber orientation on the fiber dispersion evaluation was also investigated via shape analyses of fiber images.

Shape Optimum Design of Ship's Bellows Using Statistical Method (통계적 방법을 이용한 선박용 벨로우즈의 형상 최적 설계)

  • Kim, Hyun-Su;Kim, Hyo-Gyeum;Lee, Jae-Sub;Kim, Hyoung-Jun
    • Journal of Ocean Engineering and Technology
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    • v.21 no.5
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    • pp.55-60
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    • 2007
  • Bellows are mechanical components which prevent the damage of system by absorption of the vibration and the displacement of axle and radial direction. Thermal piping system is expanded by the fluid of the high temperature from the heat engine inside. At this time, bellows prevent the damage of the piping due to the thermal expansion. Recently, design of bellows is required to fit some other operational environments which are not suggested in the E.J.M.A code book. And it is difficult to produce and to maintain bellows of high temperature and high pressure bemuse of its complicated shape and this causes the manufacturing cost to rise. The objective of this study is to determine optimum shape of bellows which can endure in the high temperature and high pressure. The maximum stress has an effect on the fatigue life of bellows, therefore it needs to be minimized. This study attempts to find a shape which minimizes the stress occurring in the bellows by the design of experiment. The model used in this study is not presented in the E.J.M.A code book, therefore, from the result of design of experiment we find the factors which give effects on the characteristic value and we presents the recession model using the RSM, which can predict the characteristic values depending on the change of factor values.

Type 347 stainless steel 피로시험 데이터의 통계처리

  • Min, Gi-Deuk;Kim, Seon-Jin
    • Proceedings of the Materials Research Society of Korea Conference
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    • 2009.11a
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    • pp.35.2-35.2
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    • 2009
  • 최근 전세계적으로 저탄소, 녹색성장으로 인하여 원자력발전이 주목받고 있다. 또한 에너지의 고효율로 인한 발전소의 설비가 대형화가 됨에 따라 발전소의 수명평가와 건전성평가가 중요해지고 있다. 일반적으로 구조물 내에 존재하는 균열의 크기와 형상을 파악하여 피로균열전파속도를 평가함으로써 건전성평가를 확인하고 있다. 그리고 고온, 고압에서의 피로균열전파속도는직류전위차 (Direct Current Potential Drop : DCPD)법을 사용하고 있다. DCPD법은 균열의 정밀한 측정방법으로써 측정시 오차가 발생하기 때문에 ASTM에서 제시된 incremental polynomial 법을 권고하고 있다. 따라서 본 연구에서는 피로균열전파전파속도의통계적처리를 통해서 합리적인 곡선을 구하여 건전성평가에 활용하고자 한다. 실험에 사용된 시편은 두께 5mm, 폭 25.4mm CT시편을 사용하였으며, 1mm의 예비균열을 주었다. 그리고 실험온도는 상온에서 실시 하였으며, 주파수는 10Hz를 주었다. 그리고 DCPD 측정을 위해 5A의 전류를 주었으며, 이때 측정된 전압값을 ASTM에 제시된 관계식에넣어 균열길이로 환산하였으며, 데이터처리는 ASTM에 제시된 incremental polynomial법을 기본적으로 사용하였다. 또한 ASTM에 제시된 2n+1을 이용하여 데이터의 수 n을 1~7 까지 변화를 주어 3~15 point 까지 데이터를 처리하여곡선을 제시하였다. 분석결과 $R^2$값이 1을 기준으로 했을 때 3~7 point 까지는큰 차이를 보이지 않았지만 9-point 이후부터는 $R^2$ 감소함을 알 수 있었다. 또한 적용된 데이터의수에 따라 피로군열전파속도 곡선에서 측정된 Paris law의 n값과 C 값은 큰차이를 보이지 않았다.

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A Study on the Effect of Fast Burn for Different Combustion Chamber Geometries of Gasoline Engine Using an Ion Current Method (이온전류법에 의한 가솔린엔진 연소실 형상별 급속연소효과 연구)

  • 강건용;서승우;정동수;장영준
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.17 no.6
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    • pp.1633-1639
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    • 1993
  • In spark ignition engine, EGR of lean mixture operation has advantage in emission, but disadvantages in power output and combustion flame propagation. Fast burn system is known to be a useful method to solve these disadvantages. This paper presents the characteristics of in-cylinder flow for different combustion chamber geometries, and the correlation between the in-cylinder flow and the combustion flame speed using an ion current method.

A Study on the Simplified Prediction Method of Air Resistance for Towing Force Calculation of Disabled Ships (사고선박 예인력 계산을 위한 공기저항 간편 추정법 연구)

  • Kim, Eun-Chan;Choi, Hyuek-Jin
    • Journal of the Korean Society for Marine Environment & Energy
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    • v.17 no.3
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    • pp.198-204
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    • 2014
  • Ships sailing the seas encounter air resistance. The air resistance depends on the shape of the above-water hull, the ship speed, the wind speed and wind direction. The experimental or statistical methods which are used to predict the air resistance are one of the essential procedures of the calculation of the towing force of the disabled ships. This paper shows simplified air resistance prediction method using the variables of the projected area of the above-water hull, the speed of the ship, the wind speed and its direction. These methods have been applied to the existing computer program which had been set up to predict the towing force of the disabled ships.

A Infiltration Analysis in Unsaturated Porous Layer with Permeable Sidewalk Block (투수성 보도블록에서의 불포화 투수층 침투 해석)

  • Lee, Jae-Joon;Lee, Ye-Hee;Kwak, Chang-Jae
    • Proceedings of the Korea Water Resources Association Conference
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    • 2012.05a
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    • pp.905-905
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    • 2012
  • 현재 도시유역의 홍수피해를 경감시키기 위한 방안으로 우수유출 저감시설에 대한 연구가 활발히 진행 중에 있다. 그러나 침투형 우수유출 저감시설의 경우 침투량 산정에 필요한 여러 인자 중 토성에 의해 저감 능력에 많은 차이를 보이고 있으며, 강우시 침투로 인한 토양내 함수비의 변화와 선행강우 조건 등에 의해 정량적인 분석이 어려워 활용도가 미흡한 실정이다. 따라서 본 연구에서는 2009년 국립방재연구원에서 시행한 침투실험 자료의 조건과 동일하게 투수계수 및 형상이 다른 두 종류의 투수성 보도블록 A, B와 토양내 선행강우의 유무에 대하여 표 1과 같이 검증 케이스로 구분하고, 4 가지의 강우강도로 모의 조건을 설정한 후 불포화 투수층의 침투해석을 실시하고 실험결과를 이용하여 모의결과에 대한 검증을 시행하였으며, 모의 결과의 검증을 뒷받침하기 위하여 통계적인 적합도를 나타내는 평균제곱오차(RMSE), 평균편차비율(PBIAS), 모형 효율성 계수(NSE), 지속성 모형효율성 계수(PME)을 산정해 보았다. 검증 결과 그림 1과 같이 투수성 보도블록 B의 형태가 투수성 보도블록 A의 형태보다 적합도가 높게 나타났고, 50mm/hr의 강우강도에서 변동성이 크게 나타났으나, 50mm/hr를 제외한 나머지 강우조건에서 양호한 적합도를 보였으며, 선행강우가 있는 조건이 선행강우가 없는 조건에 비해 높은 적합도를 나타내었다.

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A Study on Statistical Characteristics of Fatigue Life of Carbon Fiber Composite (탄소섬유 복합재 피로수명의 통계적 특성 연구)

  • Joo, Young-Sik;Lee, Won-Jun;Seo, Bo-Hwi;Lim, Seung-Gyu
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.47 no.1
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    • pp.35-40
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    • 2019
  • The objective of this paper is to identify the fatigue properties of carbon-fiber composite which is widely applied for the development of aircraft structures and obtain data for full-scale fatigue test. The durability and damage tolerance evaluation of composite structures is achieved by fatigue tests and parameters such as fatigue life factor and load enhancement factor. The specimens are made with carbon-fiber/epoxy UD tape and fabric prepreg. Fatigue tests are performed with several stress ratios and lay-up patterns. The Weibull shape parameters are analyzed by Sendeckyj model and individual fatigue lives with Weibull distribution. And the fatigue life factor and load enhancement factor considering reliability are evaluated.

Shear Strength Reduction Ratio of Reinforced Concrete Shear Walls with Openings (개구부를 갖는 철근콘크리트 전단벽의 전단강도 저감률)

  • Bae, Baek-Il;Choi, Yun-Cheul;Choi, Chang-Sik;Choi, Hyun-Ki
    • Journal of the Korea Concrete Institute
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    • v.22 no.4
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    • pp.451-460
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    • 2010
  • There are many types of remodeling, however, engineers and architectures preferred to merge two or more separate units to one very spacious unit. Performing this type of remodeling, in the case of wall dominant apartments, requires partial removal of structural wall causing a concern of structural integrity. However, there are insufficient studies about partial removal, that is, openings. Presently, ACI standard have no clear way to evaluate the effect of opening on the structural wall. AIJ has the provision about strength reduction factor '$\gamma$'. However, this reduction factor cannot exactly evaluate the reduction effect of openings because this factor '$\gamma$' was determined through the elastic analysis. Therefore, in this study, 2 structural wall specimens were tested and many test results from previous studies were collected. Using these data, this study performed statistical analysis about strength of structural wall which have the opening in wall panel. And this study performed parametric study verifying shear strength reducing effect by opening area. In the results of statistical study, previous reduction factor show very conservative results because this equation did not consider other factors, reinforcement ratio and aspect ratio of openings, which was affect the shear strength of shear walls. Therefore we performed parametric study based on the test data and suggest new equation for shear strength reduction factor '$\gamma$'.

A Study on Characteristics of the Desiccation Shrinkage in Reclaimed Hydraulic Fills (준설매립지반의 건조수축특성에 관한 연구)

  • 홍병만;김상규;김석열;김승욱;김홍택;강인규
    • Journal of the Korean Geotechnical Society
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    • v.15 no.6
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    • pp.219-238
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    • 1999
  • In the present study, laboratory tests including the seepage-induced consolidation test, suction test, and desiccation shrinkage test are performed to investigate characteristics of the desiccation shrinkage in reclaimed hydraulic fills. Soil samples for laboratory tests are obtained from three sites (districts of Haenam, Kogeum and Koheung in Chunnam area). Desiccation shrinkage settlement caused by three dimensional volume change is numerically evaluated using finite difference technique based on the governing equation proposed by Abu-Hejleh & Znidarcic. Also characteristics of the desiccation shrinkage analyzed from the test results are used as input data for numerical evaluations. Further predicted total settlements including the self-weight consolidation settlement are compared with values measured at the site of Haenam district. Finally, effects of parameters related to the desiccation shrinkage on settlements are examined.

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