• 제목/요약/키워드: region based structure

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인공신경망기법에 상관계수를 고려한 서울 강우관측 지점 간의 강우보완 및 예측 (Rainfall Adjust and Forecasting in Seoul Using a Artificial Neural Network Technique Including a Correlation Coefficient)

  • 안정환;정희선;박인찬;조원철
    • 한국방재학회:학술대회논문집
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    • 한국방재학회 2008년도 정기총회 및 학술발표대회
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    • pp.101-104
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    • 2008
  • In this study, rainfall adjust and forecasting using artificial neural network(ANN) which includes a correlation coefficient is application in Seoul region. It analyzed one-hour rainfall data which has been reported in 25 region in seoul during from 2000 to 2006 at rainfall observatory by AWS. The ANN learning algorithm apply for input data that each region using cross-correlation will use the highest correlation coefficient region. In addition, rainfall adjust analyzed the minimum error based on correlation coefficient and determination coefficient related to the input region. ANN model used back-propagation algorithm for learning algorithm. In case of the back-propagation algorithm, many attempts and efforts are required to find the optimum neural network structure as applied model. This is calculated similar to the observed rainfall that the correlation coefficient was 0.98 in missing rainfall adjust at 10 region. As a result, ANN model has been for suitable for rainfall adjust. It is considered that the result will be more accurate when it includes climate data affecting rainfall.

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산업용 CR영상의 기하학적 구도분석과 영역분할 (Geometric Scheme Analysis and Region Segmentation for Industrial CR Images)

  • 황중원;황재호
    • 대한전자공학회논문지SP
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    • 제46권4호
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    • pp.124-131
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    • 2009
  • 방사선영상의 신뢰할 만한 영역검출은 용접부위 결함탐지 이전의 중요한 작업 중의 하나이다. 추출되는 특징들은 각 분할된 영상에 대하여 서로 다른 군집으로 분류되어야한다. 그러나 종래의 분할 기법으로는 방사선영상 고유의 색도중첩과 낮은 SN비로 인해 만족할 만한 결과를 얻기가 쉽지 않다. 전체나 국부처리로는 잡음제거에 취약할 뿐만 아니라 영역분류도 어렵다. 이 논문은 산업용 CR 영상에서 영역기반실현의 분할을 위한 적절한 기법을 제시한다. 강판튜브에서 용접과 비용접 구간의 기하학적 차이가 영상화 과정을 통해 배경부, 두께부, 중간부 및 용접부 영역을 생성하고 계층 구조적 배열을 형성한다. 비록 그 구조가 잡음에 훼손되기는 하지만 영역구분 구도 각 영역의 차별된 기하학적 특성에 근거한 국부군집화에 의해 선별이 가능하다. 관련 영역의 기하학적 속성에 의해 그에 따른 영역이 계층별로 선별되어 실제 구분이 영역간 경계를 반영하기 때문에 직경과 길이방향의 군집화는 각 계층의 구별을 명확케 한다. 그리고 산업용 강판튜브 CR영상에 다양한 분할 방식으로 비교 실험을 실시하여 이 기법의 효과를 보였다.

혼합형 유체요소와 무한요소를 이용한 3차원 축대칭 유체-구조물-지반 상호작용해석 (3-D Axisymmetric Fluid-Structure-Soil Interaction Analysis Using Mixed-Fluid-Element and Infinite-Element)

  • 김재민;장수혁;윤정방
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 1999년도 가을 학술발표회 논문집
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    • pp.257-266
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    • 1999
  • This paper presents a method of seismic analysis for a cylindrical liquid storage structure on/in horizontally layered half.space considering the effects of the interior fluid and exterior soil medium in the frequency domain. To capture the essence of fluid-structure-soil interaction effects effectively, a mixed finite element with two-field (u, p) approximation is employed to model the compressive inviscid fluid, while the structure and soil medium are presented by the 3-D axisymmetric finite elements and dynamic infinite elements. The present FE-based method can be applied to the system with complex geometry of fluid region as well as with inhomogeneous near-field soil medium, since it can directly model both the fluid and the soil. For the purpose of verification, dominant peak frequencies in transfer functions for horizontal motions of cylindrical fluid storage tanks with rigid massless foundation on a homogeneous viscoelastic half.space are compared with those by two different added mass approaches for the fluid motion. The comparison indicates that the Present FE-based methodology gives accurate solution for the fluid-structure-soil interaction problem. Finally, as a demonstration of versatility of the present study, a seismic analysis for a real-scale LNG storage tank embedded in layered half.space is carried out, and its member forces along the height of the structure are compared with those by an added mass approach developed by the present writers.

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지역별 순환농업의 유형에 관한 연구 (A Study on Area Types of Recycling Agriculture)

  • 조익환
    • 한국유기농업학회지
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    • 제11권3호
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    • pp.91-108
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    • 2003
  • So far, we have pursued only convenient and efficient growth of economy, as a result, environment surrounding us has been destroyed and the rights of our existence gotten to be even threatened. We need to ensure our lives and at the same time, need a power with which agriculture undertakes global circulation structure and a power that is able to preserve our environment we live per so. Therefore, in the near future, the final objectives of agriculture structure for 21st century would be to increase productivity of highly developed agricultural products in accordance with the ecosystem and a recycling agriculture. What is a recycling agriculture\ulcorner In the narrow sense, it means provisions-producing- system related to interactive recycle of material among forestry, livestock husbandry and seeding agriculture. In the broad sense, it means to produce credible agricultural product by keeping balanced resources via conversion to complete degradable material of organic wastes produce within rural village. Based on this concept, finally, our goal is to construct the resources recycling community. Environment friendly agriculture ⇒ organic agriculture ⇒ recycling (circulation) agriculture ⇒ construction of community with resources recycling. Therefore, in order to construct recycling agriculture, most of all, it is considered that the following, it should be established reasonable standard amounts for fertilizer, manure and liquid fertilizer based on results of soil test by each region, nature-recycling form of crops production and livestock production systems by maximizing utilization of different recycling byproducts occurring in the crop producing process by each region.

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MSER을 이용한 다중 스케일 영상 분할과 응용 (Multi-scale Image Segmentation Using MSER and its Application)

  • 이진선;오일석
    • 한국콘텐츠학회논문지
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    • 제14권3호
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    • pp.11-21
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    • 2014
  • 다중 스케일 영상 분할은 영상 스타일링과 의료진단과 같은 여러 응용에서 매우 중요하다. 이 논문은 다중 스케일 구조를 확보하며 안정적이고 효율적인 MSER에 기반을 둔 새로운 알고리즘을 제안한다. 이 알고리즘은 영상에서 MSER를 수집한 후, 이것들을 특정한 순서대로 영상에 다시 그려 넣음으로써 영상을 분할한다. 영상 경계를 평활화하고 잡음을 제거하기 위한 계층적 모폴로지 연산을 제안한다. 알고리즘의 다중 스케일 특성을 보이기 위해, 여러 종류의 상세 단계 제어의 효과를 영상 스타일링에 적용한다. 제안한 기법은 이러한 효과를 시간이 많이 걸리는 다중 가우시언 평활화없이 수행한다. 분할 품질과 계산 시간 측면에서 민쉬프트-기반 Edison 시스템과 비교 결과를 제시한다.

Nonlinear Wave Forces on an Offshore Wind Turbine Foundation in Shallow Waters

  • Choi, Sung-Jin;Lee, Kwang-Ho;Hong, Keyyoung;Shin, Seong-Ho;Gudmestad, O.T.
    • International Journal of Ocean System Engineering
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    • 제3권2호
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    • pp.68-76
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    • 2013
  • In this study, a 3D numerical model was used to predict nonlinear wave forces on a cylindrical pile installed in a shallow water region. The model was based on solving the viscous and incompressible Navier-Stokes equations for a two-phase flow (water and air) model and the volume of fluid method for treating the free surface of water. A new application was developed based on the cut-cell method to allow easy installation of complicated obstacles (e.g., bottom geometry and cylindrical pile) in a computational domain. Free-surface elevation, water particle velocities, and inline wave forces were calculated, and the results show good agreement with experimental data obtained by the Danish Hydraulic Institute. The simulation results revealed that the proposed model can, without the use of empirical formulas (i.e., Morison equation) and additional wave analysis models, reliably predict non-linear wave forces on an offshore wind turbine foundation installed in a shallow water region.

저전압급 ESD 보호를 위한 LRSCR 기반 Self-bias SCR에 관한 연구 (A Study on Self-bias SCR Based on LRSCR for Low Voltage Class ESD Protection)

  • 서우열;권상욱;오재윤;구용서
    • 전기전자학회논문지
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    • 제28권2호
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    • pp.239-242
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    • 2024
  • 본 논문에서는 기존의 ESD 보호소자보다 Self-bias를 통하여 전류구동 능력을 향상시킨 ESD 보호소자를 제안하였다. 새로운 제안 구조는 LRSCR구조 기반이며 N+ 확산 영역을 추가하였으며 게이트와 P+ 확산영역을 연결하여 저항을 감소시킨다. 그 결과, 제안된 ESD 보호소자는 11.8V의 트리거 전압과 5.9V의 홀딩 전압을 나타내는 것으로 확인되었다. 저전압용 5V 애플리케이션에 사용될 수 있으며 우수한 전류구동능력을 가지고있을 것으로 기대된다.

근역지반의 비선형성을 고려한 시간영역 지반-구조물 상호작용 해석기법의 개발 (Soil-Structure Interaction Analysis Method in Time Domain considering Near-Field Nonlinearity)

  • 김문겸;임윤묵;김태욱;박정열
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 2001년도 봄 학술발표회 논문집
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    • pp.309-314
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    • 2001
  • In this study, the nonlinear soil structure interaction analysis method based on finite element and boundary element method is developed. In the seismic region, the nonlinearity of near field soil has to be considered for more exact reflection of soil-structure interaction effect. Thus, nonlinear finite element program coupled with boundary elements is developed for nonlinear soil-structure interaction analysis. Using the developed numerical algorithm, the nonlinear soil-structure interaction analysis is performed and responses due to dynamic forces and seismic excitation are investigated. The developed method is verified by comparing with previous studies.

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선수 플레어 구조손상 해석 (Damage Analysis of Bow-Flare Structure)

  • 김용직;신기석;신찬호;강점문;김만수;김성찬;오수관;임채환;김대헌
    • 대한조선학회논문집
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    • 제40권3호
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    • pp.37-44
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    • 2003
  • In rough seas, bow-flare regions of the sea-going ships are subject to high impact pressures due to the bow-flare slamming and panting. And many ships suffer structural damages in that region, even though they were built under the bow structure strengthening rules of the ship classes. So, a new design method for bow-flare structure is highly required. In this paper, bow-flare damage analysis is performed for 17 ships (total number of damage/non-damage data is 782). Based on this analysis, a new design standard and method for bow-flare structure (shell plate, frame and web frame) is proposed. 80.4% of the present damage/non-damage data were well-explained by this new design standard.

Core-shell 구조를 지니는 하모닉 분말의 성형거동 분석 (Effect of Core-Shell Structure on Compaction Behavior of Harmonic Powder)

  • 주수현;박효욱;강수영;이언식;강희수;김형섭
    • 한국분말재료학회지
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    • 제22권2호
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    • pp.105-110
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    • 2015
  • In this study, effect of core-shell structure on compaction behavior of harmonic powder is investigated. Harmonic powders are made by electroless plating method on Fe powders. Softer Cu shell encloses harder Fe core, and the average size of Fe core and thickness of Cu shell are $34.3{\mu}m$ and $3.2{\mu}m$, respectively. The powder compaction procedure is processed with pressure of 600 MPa in a cylindrical die. Due to the low strength of Cu shell regions, the harmonic powders show better densification behavior compared with pure Fe powders. Finite element method (FEM) is performed to understand the roll of core-shell structure. Based on stress and strain distributions of FEM results, it is concluded that the early stage of powder compaction of harmonic powders mainly occurs at the shell region. FEM results also well predict porosity of compacted materials.