• Title/Summary/Keyword: Gradient

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Application of Gradient-Enhanced Kriging to Aerodynamic Coefficients Modeling With Physical Gradient Information (물리적 구배 정보를 이용한 공력계수 모형화를 위한 GE 크리깅의 적용)

  • Kang, Shinseong;Lee, Kyunghoon
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.48 no.3
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    • pp.175-185
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    • 2020
  • The six-DOF aerodynamic coefficients of a missile entail inherent physical gradient constraints originated from the geometric characteristics of a cylindrical fuselage. To effectively adopt the freely available gradient information in aerodynamic coefficients modeling, this research employed gradient-enhanced (GE) Gaussian process. To investigate the accuracy of aerodynamic coefficients predicted with gradients information, we compared two Gaussian-process-based models: ordinary and GE Gaussian process models with and without gradient information, respectively. As a result, we found that GE Gaussian process models were able to comply with imposed gradient information and more accurate than ordinary Gaussian process models. However, we also found that GE Gaussian process modeling cannot handle gradient information continuously and ends up with more samples due to additional gradient information.

Evaluation of Effect of Plastic Gradient on the Behavior of Single Grain inside Polycrystalline Solids (소성 구배의 영향을 고려한 다결정 고체 내부의 결정 거동 분석)

  • Chung, Sang-Yeop;Han, Tong-Seok
    • Journal of the Korean Society of Hazard Mitigation
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    • v.11 no.2
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    • pp.39-44
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    • 2011
  • Plastic gradient from geometrically necessary dislocation(GND) can strongly affect micro-scale plastic behavior of polycrystalline solids. In this research, mechanical behavior of polycrystalline solid is investigated using the finite element method incorporating plastic gradient from GND effect. Gradient hardness coefficient and material length parameter are used to evaluate the effect of the plastic gradient on the behavior of materials. Sensitivity of the modeling parameters on the plastic gradient from GND is presented and effects of plastic gradient and material parameters on the behavior of single crystal inside a polycrystalline aggregate are investigated. It is confirmed that the plastic gradient from GND amplifies hardening response of polycrystals and affects single crystal behavior embedded in polycrystalline solids.

Comparison of Ionospheric Spatial Gradient Estimation Methods using GNSS (GNSS를 이용한 전리층 기울기 추정 방법 비교)

  • Jeong, Myeong-Sook;Kim, Jeong-Rae
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.15 no.2
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    • pp.18-24
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    • 2007
  • The high ionospheric spatial gradient during ionospheric storm is the most concern when applying GNSS(Global Navigation Satellite System) augmentation systems for aircraft precision approach. Since the ionospheric gradient level depends on geographical location as well as the storm, understanding the ionospheric gradient statistics over a specific regional area is necessary for operating the augmentation systems. This paper compares three ionosphere gradient computation methods, direct differentiation between two receivers' ionospheric delay signal for a common satellite, derivation from a grid ionosphere map, and derivation from a plate ionosphere map. The plate map method provides a good indication on the gradient variation behavior over a regional area with limited number of GNSS receivers. The residual analysis for the ionosphere storm detection is discussed as well.

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Fabrication of MEA using gradient catalyst coating method (Gradient catalyst coating 방법을 이용한 MEA 제조)

  • Kim, Kun-Ho;Kim, Hyoung-Juhn;Lee, Sang-Yeop;Lim, Tae-Hoon;Lee, Kwan-Young
    • 한국신재생에너지학회:학술대회논문집
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    • 2006.11a
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    • pp.325-328
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    • 2006
  • 고분자 전해질 연료전지의 전극을 gradient catalyst coating 방법을 이용하여 제조하였다. 촉매 잉크제조 시 나피온 이오노머의 함침 구성비를 다르게 하여 조성 비율이 다른 gradient 구조를 갖도록 하여 전극을 제조하였다. Anode Cathode의 두 전극을 각각 나피온 함량비가 다른 두 개의 gradient 층구조의 촉매층으로 9:1, 8:2, 7:3, 6:4 비율의 조성비로 성능을 측정하였으며, 전극의 전기화학적 반응 면적을 알아보기 위해 순위전위법을 그리고 분극 저항(Polarization resistance) 변화를 알아보기 위해서는 0.7V에서 임피던스 측정법의 전기화학분석법으로 전극 제조법에 따른 성능변화를 확인하였다. 특히 Gradient catalyst coating 방법을 이용하여 제조한 MEA는 종래 방식의 MEA보다 high current $density(1000mA/cm^2)$이상에서 향상된 성능을 보였다.

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An Alternative Use of the Heat Transfer Coefficient in Terms of the Gradient Thickness (구배두께를 이용한 대류열전달의 재해석)

  • Kim, Chan-Jung
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.24 no.12
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    • pp.1678-1682
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    • 2000
  • In this article, the concept of gradient thickness is further extended to characterize the gradient behavior of the thermal and momentum boundary layer near a solid surface. The gradient thickness can replace the use of the conventional of the Nusselt and Reynolds numbers in terms of the gradient thickness provides a much easier grasp of the physical and practical meaning of the processes involved. Although there is no urgent need to discard the concept of the conventional convective heat transfer coefficient, the concept of the gradient thickness is believed to serve an efficient tool in helping students understand physics.

A Design of New Surface Gradient Coil and Its Application to MR Computerized Tomography

  • Yi, Jeong-Han;Cho, Zang-Hee
    • Journal of Biomedical Engineering Research
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    • v.13 no.3
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    • pp.217-224
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    • 1992
  • A new three-channel surface gradient coil obtained by using numerical optimization and its application to MR computerized nomography are presented. The new surface gradient coil pro aided linear field gradient region more than twice wider compared with the t'irst surface gradi encl coil, removed torque and field offset, and reduced coupling between the surface gradient coil and combined surface rf coil. We realized the new surface gradient coil set with $30{\times}60{cm^2}$2 size, which generated more tharl 4G/cm with 100 amperes over a $4{\times}4{\times}4{cm^3}$ region with good linearity. The optimal geometries of the three-channel surface gradient coil and volun teer's high-resolution in wiuo spinal cord Images obtained by using the optimized surface gradi ent coil set are presented.

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Proteome Analysis of Amniotic Fluid by gradient 2-D PAGI (Gradient 2-D PAGE를 이용한 양수 프로테옴 분석)

  • 이은희;김재찬;변상요
    • KSBB Journal
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    • v.18 no.1
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    • pp.35-38
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    • 2003
  • Analysis of proteome in amniotic fluid was performed by 2-D PAGE (polyacrylamide gel electrophoresis). Proteins in amniotic fluid were separated by centrifugation and solubilized in buffer solution for IEF, using an IPG strip of pH 4-7L. Both a homogeneous slab gel of 12.5% and a gradient gel of 8-18%, were used. After 2-D PAGE, spots were stained with silver nitrate and picked up for in-gel digestion. Digested peptides were analyzed by MALDI-TOF and proteins were further identifical. More protein spots were detected in the gradient gels and a protein not previously reported was identified.

Size-dependent thermal behaviors of axially traveling nanobeams based on a strain gradient theory

  • Li, Cheng
    • Structural Engineering and Mechanics
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    • v.48 no.3
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    • pp.415-434
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    • 2013
  • This work is concerned with transverse vibrations of axially traveling nanobeams including strain gradient and thermal effects. The strain gradient elasticity theory and the temperature field are taken into consideration. A new higher-order differential equation of motion is derived from the variational principle and the corresponding higher-order non-classical boundary conditions including simple, clamped, cantilevered supports and their higher-order "offspring" are established. Effects of strain gradient nanoscale parameter, temperature change, shape parameter and axial traction on the natural frequencies are presented and discussed through some numerical examples. It is concluded that the factors mentioned above significantly influence the dynamic behaviors of an axially traveling nanobeam. In particular, the strain gradient effect tends to induce higher vibration frequencies as compared to an axially traveling macro beams based on the classical vibration theory without strain gradient effect.

Experimental investigation of the influence of salinity gradient on low-concentration surfactant flooding in Berea sandstone

  • Ebaga-Ololo, Jestril;Chon, Bo Hyun
    • Journal of Industrial and Engineering Chemistry
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    • v.68
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    • pp.355-363
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    • 2018
  • There are serious issues with the application of surfactant flooding as a third recovery method, such as surfactant slug losses. In this study,the impact of the salinity gradient on the remobilization of oiltrapped in Berea sandstone was investigated by emphasizing the surfactant adsorption gradient and phase behavior to determine the optimal salinity of the chosen surfactant concentration for investigating the salinity gradient. Three salinity-gradient schemes were applied to six cores saturated with light and heavy oils. The positive salinity gradient provided the best recovery results with an in situ microemulsion formation that could be observed in the fluid collector.

Region-Based Gradient and Its Application to Image Segmentation

  • Kim, Hyoung Seok
    • International journal of advanced smart convergence
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    • v.7 no.4
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    • pp.108-113
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    • 2018
  • In this study, we introduce a new image gradient computation based on understanding of image generation. Most images consist of groups of pixels with similar color information because the images are generally obtained by taking a picture of the real world. The general gradient operator for an image compares only the neighboring pixels and cannot obtain information about a wide area, and there is a risk of falling into a local minimum problem. Therefore, it is necessary to attempt to introduce the gradient operator of the interval concept. We present a bow-tie gradient by color values of pixels on bow-tie region of a given pixel. To confirm the superiority of our study, we applied our bow-tie gradient to image segmentation algorithms for various images.