• 한국지반공학회:학술대회논문집
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• 한국지반공학회 2004년도 춘계학술발표회
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• pp.904-909
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• 2004

The study area adjoins with Yangsan fault in Sangbuk-myeon, Samsam-ri, Kyongsang-namdo and consist of the natural steep slope. After drawing data layer which have altitude by using digital topography data, it is converted to lattice DEM of $10m{\times}10m$ size. From this, gradient map of unit lattice, slant direction map and shadow relif map are made. Using flow apportioning algorithm, upper slope contributing area and wetness index by established lattice can be calculated. Area that have high wetness index shows lineament structure of northwest-southeast direction, and this agrees with shear fracture system. The result of electricity specific resistance survey in the study area shows that area of high wetness index has low electricity specific resistance anomaly. That is, wetness index conforms with distribution of fractured zone that accompanied chemical weathering of rock. Therefore, wetness index can be used as the method of detecting fractured zones and judging the stability of the area.

• 한국컴퓨터정보학회논문지
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• 제28권7호
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• pp.47-55
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• 2023

본 논문에서는 전투체계 위협지수를 머신러닝 모델 중 Gradient Boosting Regreesor, Suppor Vector Regressor를 통해 예측하는 방법을 제시한다. 현재 전투체계는 안전성과 신뢰성이 중시되는 소프트웨어이므로 신뢰성이 보장되지 않은 AI 기술의 적용을 정책상 제한하고 있으며, 이로 인하여 전력화된 국내 전투체계는 AI 기술을 탑재하고 있지 않다. 하지만 AI의 전력화를 목표로 하는 국방부의 정책 방향에 대응하기 위하여, 전투체계의 머신러닝 적용에 필요한 기반 기술을 확보하기 위한 연구를 실시하였다. 이 연구는 위협지수 평가에 필요한 데이터를 수집한 뒤 데이터 가공 및 정제, 머신러닝 모델 선정 및 최적의 하이퍼 파리미터를 선정하여 학습된 모델의 예측 정확도를 판단하였다. 그 결과 테스트 데이터에 대한 모델 점수가 99점 이상으로 도출되었으며 전투체계에 머신러닝 모델의 적용 가능성을 확인하였다.

• 한국산림과학회지
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• 제82권2호
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• pp.176-187
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• 1993

천연활엽수림(天然闊葉樹林) 군집(群集)에서 수종(樹種)의 천이계열(遷移系列)상의 위치를 해석(解析)하기 위하여 84개 활엽수(闊葉樹) 교목(喬木) 및 관목(灌木) 수종들의 생태형태학적(生態形態學的) 특성 분석을 바탕으로 극성상지수(極盛相指數)를 추정(推定)하였다. 생태형태학적(生態形態學的) 특성은 천이(遷移) 단계와 관계있다고 판단한 19가지를 선정하였으며, 각 수종별로 특성마다 극성상으로 갈수록 증가하는 2-4단계의 표준화된 점수를 부여하고 총점에 대한 합계점수의 백분율로써 극성상지수(極盛相指數)로 삼았다. 연구 대상 수종 중에서 서어나무의 지수(指數)가 83.3으로 최고치를 기록하였고 사시나무의 지수(指數)가 18.8로써 최저치로 추정되었으며, 전체 지수(指數)의 평균(平均)은 54.2로 산출되었다. 70이상의 지수(指數)값을 나타낸 수종은 9개, 40이상 70미만의 지수(指數)값을 나타낸 수종은 58개, 그리고 40미만의 지수(指數)값을 나타낸 수종은 17개로 집계(集計)되어, 천이(遷移) 중반단계의 삼림이 갖는 다양한 자원(資源) 혹은 생태적(生態的) 지위(地位)(niche)를 이용하는 수종(樹種)의 수가 압도적으로 많음을 알 수 있다. 주성분분석(主成分分析)을 통하여 각 수종이 광선흡수(光線吸收), 번식(繁殖), 그리고 목재(木材) 성질(性質) 등의 요인(要因)에 따르는 위치를 3차원(次元) 좌표(座標)상에 ordination하였고, cluster분석(分析)을 통하여 유사(類似)한 특징을 가진 4가지 수종군(樹種群)을 분류(分類)하였다. 과(科)별로 극성상지수(極盛相指數) 범위를 파악한 결과, 자작나무과(科)와 단풍나무과(科)에 속하는 수종들의 지수(指數) 범위가 넓었고, 버드나무과의 수종들은 선구수종의 전형적인 특성을 나타내었으나, 특별히 극성상(極盛相) 생활형(生活形)의 수종군(樹種群)을 갖는 과(科)는 없었다.

• Advances in nano research
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• 제7권4호
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• pp.249-263
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• 2019

In the current paper, an exact solution method is carried out for analyzing the thermo-mechanical vibration of curved FG nano-beams subjected to uniform thermal environmental conditions, by considering porosity distribution via nonlocal strain gradient beam theory for the first time. Nonlocal strain gradient elasticity theory is adopted to consider the size effects in which the stress for not only the nonlocal stress field but also the strain gradients stress field is considered. It is perceived that during manufacturing of functionally graded materials (FGMs) porosities and micro-voids can be occurred inside the material. Material properties of curved porous FG nanobeam are assumed to be temperature-dependent and are supposed to vary through the thickness direction of beam which modeled via modified power-law rule. Since variation of pores along the thickness direction influences the mechanical and physical properties, porosity play a key role in the mechanical response of curved FG nano-structures. The governing equations and related boundary condition of curved porous FG nanobeam under temperature field are derived via the energy method based on Timoshenko beam theory. An analytical Navier solution procedure is utilized to achieve the natural frequencies of porous FG curved nanobeam supposed to thermal loading. The results for simpler states are confirmed with known data in the literature. The effects of various parameters such as nonlocality parameter, porosity volume fractions, thermal effect, gradient index, opening angle and aspect ratio on the natural frequency of curved FG porous nanobeam are successfully discussed. It is concluded that these parameters play key roles on the dynamic behavior of porous FG curved nanobeam. Presented numerical results can serve as benchmarks for future analyses of curve FG nanobeam with porosity phases.

• 대한기계학회논문집A
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• 제20권2호
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• pp.399-407
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• 1996

A fuzzy learning algorithm to get the optimal fuzzy rules is presented in this paper. The algorithm introduces a reference model to generate a desired output and a performance index funtion instead of the performance index table. The performance index funtion is a cost function based on the error and error-rate between the reference and plant output. The cost function is minimized by a gradient method and the control input is also updated. In this case, the control rules which generate the desired response can be obtained by changing the portion of the error-rate in the cost funtion. In SISO(Single-Input Single- Output)plant, only by the learning delay, it is possible to experss the plant model and to get the desired control rules. In the long run, this algorithm gives us the good control rules with a minimal amount of prior informaiton about the environment.

• 한국측량학회지
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• 제33권6호
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• pp.569-577
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• 2015

The navigation algorithm developed based on the extended Kalman filter (EKF) sometimes diverges when the linearity between the measurements and the states is not preserved. In this study, new update conditions together with two conditions from previous study for gravity gradient referenced navigation (GGRN) were deduced for the filter performance. Also, the effect of each update conditions was evaluated imposing the various magnitudes of the database (DB) and the sensor errors. In case the DB and the sensor errors were supposed to 0.1 Eo and 0.01 Eo, the navigation performance was improved in the eight trajectories by using part of gravity gradient components that independently estimate states located within trust boundary. When applying only the components showing larger variation, around 200% of improvement was found. Even the DB and sensor error were supposed to 3 Eo, six update conditions improved performance in at least seven trajectories. More than five trajectories generated better results with 5 Eo error of the DB and the sensor. Especially, two update conditions successfully control divergence, and bounded the navigation error to the 1/10 level. However, these update conditions could not be generalized for all trajectories so that it is recommended to apply update conditions at the stage of planning, or as an index of precision of GGRN when combine with various types of geophysical data and algorithm.

• 한국가시화정보학회지
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• 제12권2호
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• pp.13-17
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• 2014

In the present study, the optofluidic droplet manipulation in a microfluidic platform was demonstrated via theoretical and experimental approaches. Optical scattering force and gradient force were used to separate and trap droplets. Two types of droplets were generated by a T-junction method in the microfluidic channel. While they approach a test region where the optical beam illuminates the droplets, they were pushed by the optical scattering beam. The displacement by the laser beam is dependent on the refractive index of the droplets. By using the optical gradient force, the droplets can be trapped and coalesced. In order to bring the droplets in a direct contact, the optical gradient force was used to trap the droplets. A theoretical modeling of the coalescence was derived by combining the optical force and drag force on the droplet.

• Structural Engineering and Mechanics
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• 제76권4호
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• pp.551-559
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• 2020

On the basis of nonlocal strain gradient theory, considering the material properties of porous FGM changing with thickness and the influence of moment of inertia, the wave equation of FG nano circular plate is derived by using the first-order shear deformation plate theory, by introducing dimensionless parameters, we transform the equations into dimensionless wave equations, and the dispersion relations of bending wave, shear wave and longitudinal wave are obtained by Laplace and Hankel integral transformation method. The influence of nonlocal parameter, porosity volume fraction, strain gradient parameters and power law index on the propagation characteristics of bending wave, shear wave and longitudinal wave in FG nano circular plate.

• Steel and Composite Structures
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• 제42권3호
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• pp.397-405
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• 2022

The existing researches on the dynamics of the fluid-conveying pipes only focus on stability and vibration problems, and there is no literature report on the wave propagation of the fluid-conveying pipes. Therefore, the purpose of this paper is to explore the propagation characteristics of longitudinal and flexural waves in the fluid-conveying pipes. First, it is assumed that the material properties of the fluid-conveying pipes vary based on a power function of the thickness. In addition, it is assumed that the material properties of both the fluid and the pipes are closely depended on temperature. Using the Euler-Bernoulli beam equation and based on the linear theory, the motion equations considering the thermal-mechanical-fluid coupling is derived. Then, the exact expressions of phase velocity and group velocity of longitudinal waves and bending waves in the fluid-conveying pipes are obtained by using the eigenvalue method. In addition, we also studied the free vibration frequency characteristics of the fluid-conveying pipes. In the numerical analysis, we successively studied the influence of temperature, functional gradient index and liquid velocity on the wave propagation and vibration problems. It is found that the temperature and functional gradient exponent decrease the phase and group velocities, on the contrary, the liquid flow velocity increases the phase and group velocities. However, for vibration problems, temperature, functional gradient exponent parameter, and fluid velocity all reduce the natural frequency.

• Steel and Composite Structures
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• 제45권4호
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• pp.547-554
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• 2022

This paper studies the static stability of an axially graded column with the power-law gradient varying along the axial direction. For a nonhomogeneous column with one end linked to a rotational spring and loaded by a compressive force, respectively, an Euler problem is analyzed by solving a boundary value problem of an ordinary differential equation with varying coefficients. Buckling loads through the characteristic equation with the aid of the Bessel functions are exactly given. An alternative way to approximately determine buckling loads through the integral equation method is also presented. By comparing approximate buckling loads with the exact ones, the approximate solution is simple in form and enough accurate for varying power-law gradients. The influences of the gradient index and the rotational spring stiffness on the critical forces are elucidated. The critical force and mode shapes at buckling are presented in graph. The critical force given here may be used as a benchmark to check the accuracy and effectiveness of numerical solutions. The approximate solution provides a feasible approach to calculating the buckling loads and to assessing the loss of stability of columns in engineering.