• 제목/요약/키워드: Grad

검색결과 425건 처리시간 0.03초

MACDONALD-THORNE 자기권의 GRAD-SHAFRANOV 방정식 (THE GRAD-SHAFRANOV EQUATION IN THE MACDONALD-THORNE MAGNETOSPHERE)

  • 박석재
    • 천문학논총
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    • 제14권2호
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    • pp.57-60
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    • 1999
  • We derive the Grad-Shafranov equation in the Macdonald-Thorne magnetosphere of the super-massive black hole in an active galactic nucleus. Our major assumption is that the plasma velocity is not only toroidal but also poloidal. As a result, we get the correction terms which are related to the poloidal motion of plasma like electrodynamic jets.

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DCGAN의 학습 기준을 분석하기 위한 Grad-CAM 기반의 XAI 접근 방법 (An XAI approach based on Grad-CAM to analyze learning criteria for DCGANS)

  • 옥진주
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2023년도 추계학술발표대회
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    • pp.479-480
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    • 2023
  • 생성형 인공지능은 학습의 기준을 파악하기 어려운 모델이다. 그 중 DCGAN을 분석하여 판별자를 통해 생성자의 학습 기준을 판단할 수 있는 하나의 방법을 제안하고자 한다. 그 과정에서 XAI 기법인 Grad-CAM을 활용하여 학습 시에 모델이 중요시하는 부분을 분석하여 적합한 학습과 학습에 적합하지 않은 데이터를 분석하는 방법을 소개하고자 한다.

3-성분 종입자법으로 제조된 ZnO 바리스터의 유전특성 (Dielectrical Properties of ZnO Varistor Fabricated by the Method of 3-Composition Seed Grain)

  • 김도영;정일형;조안환;장경욱;이준웅
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1991년도 추계학술대회 논문집 학회본부
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    • pp.316-320
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    • 1991
  • The dielectric properties of the ZnO varistor fabricated by the method of 3-composition seed grain was studied. In this paper, we present the C-V charateristic for the specimen. The dielectric constant and disppation which changed with additives may be explained on the basis of the deplation layer; the presence of deplation layer has been inferred by donor and state density obtained from the $1/C^2$ vs. V.

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실차 데이터 기반 차량 파라미터 추정을 위한 기법 연구 (Research for parameter estimation method by basis of Real vehicle data)

  • 홍태욱;박기홍;허승진;박인혜;이강원;조영진
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.1091-1094
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    • 2005
  • This paper formulates the parameter estimation of cornering behavior of a vehicle. Especially some vehicle parameter is very important on stability control of chassis by ECU, but some parameter is so hard to get by sensor which parameter is included the nonlinear characteristic of tire cornering force. So we need to deduce that parameter from used signal and numerical method. In this study, we propose a estimation method and present the simulation by parameter estimation technique.

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첨가제 및 경화조건 변화에 따른 에폭시 복합체의 DC 절연파괴특성에 관한 연구 (DC Dielectric Breakdown Properties of Epoxy Composites with Variation of Additives and Curing Conditions)

  • 정규희;최운식;왕종배;김홍철;이준웅
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1992년도 하계학술대회 논문집 B
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    • pp.883-885
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    • 1992
  • DC dielectric breakdown properties of epoxy composites with various additives rates and curing conditions were investigated at the temperature range from 20[$^{\circ}C$] to 180[$^{\circ}C$]. At low temperature an improvement of the characteristics is observed due to curing agents. The additions of filter is lower the temperature dependences of the breakdown strength. Samples treated with silan have a higher breakdown strength than non-treating filled samples.

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광탄성 위상이동법에 의한 사각형 구멍주위의 응력해석 (Stress Measurement of a Squarely Perforated Plate by Photoelastic Phase Shifting Method)

  • 이춘태;박태근;정걸;헨리 팡가니반;정태진;백태현
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2006년도 춘계학술대회 논문집
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    • pp.49-50
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    • 2006
  • Photoelasticity is widely and conveniently used methods for whole field stress analysis. In this paper, 8-step photoelastic phase shifting method was performed by using a multi-purpose polariscope to measure the fringe orders along a specified line on the specimen containing a square hole. The material of the specimen is made of Polycarbonate. The measurement results by 8-step phase shifting method were compared with the those calculated by ABAQUS.

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실험적 연구를 통한 확률제어기 구현 (A Experimental Study of Stochastic Controller Realizing Technique)

  • 이종복;김용관;윤영수;최원석;허훈
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2002년도 춘계학술대회논문집
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    • pp.715-718
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    • 2002
  • A control strategy for a dynamic system under Irregular disturbance by using stochastic controller is developed. In order to design stochastic controller. system dynamic model in real domain is transformed dynamic moment equation in stochastic domain by F-P-K approach. A study of real time control technique for stochastic controller is presented. The performance of stochastic controller is verified through experiment used by real time control technique method.

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구간분할 제어를 이용한 로봇핸드의 동특성에 관한 연구 (A Study on the Dynamic Characteristics of Robot Hand based on Segmented Control)

  • 정상화;김현욱;최석봉;박준호;김광호
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 추계학술대회 논문집
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    • pp.310-313
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    • 2005
  • In recent years, as the robot technology is developed, the researches on the artificial muscle actuator that enable robot to move dexterously like biological organ become active. The widely used materials for artificial muscle are the shape memory alloy and the electro-active polymer. These actuators have the higher energy density than the electro-mechanical actuator such as motor. However, there are some drawbacks for actuator. SMA has the hysterical dynamic characteristics. In this paper, the simulation of anthropomophic robotic hand is performed using ADAMS and the segmented binary control for reducing the hysteresis of SMA is proposed. SMA is controlled by thermo-electric module. The relations between the force and the hysteresis are developed to verify the validity of the suggested method.

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극초정밀 위치제어장치를 이용한 광소자 정렬 자동화에 관한 연구 (A Study on Optical Element Alignment Automation using Ultra Precision Positioning Stage)

  • 정상화;김현욱;최석봉;김광호;박준호
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 추계학술대회 논문집
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    • pp.314-317
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    • 2005
  • As demands of VBNS and VDSL increase, the development of kernel parts of optical communication such as PLC(Planar Light Circuit), Coupler, and WDM elements increases. The alignment and the attachment technology are very important in the fabrication of optical elements. The ultra precision stage wasn't yet applied in the optical alignment and the optical element alignment was taken too many times. In this paper, the optical element alignment of ultra precision positioning stage was studied. The alignment algorithm is comprised of field search and peak search algorithms. The procedure of the alignment algorithms applied to the ultra precision positioning stage are developed by LabView programming.

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Guided Grad-CAM 을 이용한 영상 내 송전설비 검출기법 (Detection of Power Transmission Equipment in Image using Guided Grad-CAM)

  • 박은수;김승환;굴람 무즈타바;류은석
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송∙미디어공학회 2020년도 하계학술대회
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    • pp.709-713
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    • 2020
  • 본 논문에서 육안으로도 구별하기 힘든 송전선과 같은 객체가 포함된 송전설비를 효과적으로 검출하는 방법을 제안한다. 객체 인식 모델에 송전탑 데이터 셋을 학습시켜 송전설비 Region of Interest(ROI)를 추출한다. 송전선 데이터 셋을 ResNet50 에 학습하고, 추출된 ROI 영상을 Guided Grad-CAM 을 출력한다. 추출된 Guided Grad-CAM 에 노이즈 제거 후처리를 적용하여 송전설비를 추출한다. 본 논문에서 제안된 기법을 적용할 경우 드론 또는 UAV 헬기 등에서 촬영된 영상으로 송전설비 유지보수가 가능하다.

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