• 제목/요약/키워드: dimension reduction method

검색결과 250건 처리시간 0.022초

Rotary Swaging 공법을 적용한 탄체 소성가공에 관한 연구 (A Study on the Plastic Forming by Rotary Swaging Process)

  • 손병철;이호진
    • 한국산학기술학회논문지
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    • 제21권6호
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    • pp.672-678
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    • 2020
  • 국내에서 생산중인 대구경 탄약은 대부분 Ogive 부를 제조하는 방법으로 Press Nosing 공법을 적용하고 있다. Press Nosing 공법은 프레스 공정 전 후 윤활처리 등의 추가적인 공정이 필요한 단점이 있다. 본 연구에서는 이러한 단점을 개선할 수 있는 점진성형 공법 중 하나인 Swaging 공법의 대구경 탄약 적용 가능성을 제시하고자 하였다. 대구경 탄약인 155MM K307 탄체는 Press Nosing 공정을 적용하는 대표적인 제품으로, 본 연구에서는 K307 탄체의 Sub-scale 시험품을 제작하여 Swaging 공정을 적용한 소성가공 실험을 실시하였다. 최종 성형 치수를 만족하는 단면감소율 75 % 까지 소성가공이 가능한지 여부 및 Swaging 성형으로 제작된 제품의 치수만족 여부, 제품 결함 발생 여부, 단면감소율에 따른 경도 변화, 두께의 증가 등을 고찰하였다. 시험을 통해 단면적 감소율에 따라 비례적으로 경도가 증가하여 단면적 감소율 75 %에서 경도는 HV 335 이상 증가하는 것을 확인하였다. 소재두께 변화량은 이론적 계산값과 유사한 경향을 보였으며 단면 감소율 75 %에서 두께 증가율은 65.4 %로 비례함을 확인하였다.

지열을 이용한 외기부하저감시스템의 냉각 및 가열효과 예측을 위한 간이추정법에 관한 연구 (A Study on the Simplified Presumption Method for the Prediction of Cooling and Heating Performance in a Fresh Air Load Reduction System by Using Geothermal Energy)

  • 손원득;박경순
    • 설비공학논문집
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    • 제22권9호
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    • pp.628-634
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    • 2010
  • This paper presents a feasibility study of a fresh air load reduction system by using an underground double floor space. The fresh air is introduced into the double slab space and passes through the opening bored into the footing beam. The air is cooled by the heat exchange with the inside surface of the double slab space in summer, and heated in winter. This system not only reduces sensible heat load of the fresh air by heat exchange with earth but also reduces latent heat load of the fresh air by ad/de-sorption of underground double slab concrete. In this paper, we proposed a simplified presumption method for the prediction of cooling and heating performance in the system. In conclusion the proposed method has been verified by comparing with the calculated value of the numerical analysis model by using nonlinear two-dimension hygroscopic question.

이미지의 깊이 추정을 위한 유전 알고리즘 기반의 특징 축소 (Genetic Algorithm Based Feature Reduction For Depth Estimation Of Image)

  • 신성식;권오봉
    • 전자공학회논문지CI
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    • 제48권2호
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    • pp.47-54
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    • 2011
  • 본 논문에서는 한 장의 이미지에서 학습을 통하여 영역 별 깊이 정보를 추정할 때 사용되는 특징 정보를 유전 알고리즘(Genetic Algorithm)을 기반으로 축소하고 깊이 정보 추정 시간을 단축하는 방법에 대해서 기술 한다. 깊이 정보는 이미지의 에너지 값과 텍스쳐의 기울기 등을 특징으로 생성하여 특징들의 관계를 기반으로 추정 된다. 이 때 사용되는 특징의 차원이 크기 때문에 연산시간이 증가하고 특징의 중요성을 판단하지 않고 사용하여 오히려 성능에 나쁜 영향을 미치기도 한다. 이에 따라 중요성을 판단하여 특징의 차원을 줄일 필요가 있다. 본 논문에서 제안한 방법을 미국 스탠포드(Stanford)대학에서 제공하는 벤치마크 데이터로 실험한 결과, 특징의 추출과 깊이 추정 연산 시간이 모든 특징을 사용하는 방법에 비하여 약 60%정도 향상되고 정확도가 평균 0.4%에서 최대 2.5% 향상 되었다.

샘플 추출방법에 근거한 비선형 진동계의 성능 불확실성 예측 (Performance Uncertainty Estimation of a Nonlinear Vibration System Based on a Sampling Method)

  • 최찬규;유홍희
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2009년도 추계학술대회 논문집
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    • pp.113-118
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    • 2009
  • A designer regards the vibration system as a linear system. However, in real world, nonlinearity of a vibration system should exist caused by various factors like manufacturing conditions or uncertain material properties. So, properties of a spring and a damper which are consisting the vibration system have statistical distribution. Therefore, a designer needs to analyze the statistical nonlinearity in a vibration system. In this paper, $1^{st}$ Taylor series expansion method and univariate dimension reduction method apply to a performance measure of nonlinear vibration system, and compare each result. And then, merits and demerits of each method are discussed. For apply more actual problem, a performance measure population is estimated based on design variable samples like properties of spring or damper.

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새로운 독립 요소 해석 방법론에 의한 얼굴 인식 (Face Recognition Using A New Methodology For Independent Component Analysis)

  • 류재흥;고재흥
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2000년도 추계학술대회 학술발표 논문집
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    • pp.305-309
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    • 2000
  • In this paper, we presents a new methodology for face recognition after analysing conventional ICA(Independent Component Analysis) based approach. In the literature we found that ICA based methods have followed the same procedure without any exception, first PCA(Principal Component Analysis) has been used for feature extraction, next ICA learning method has been applied for feature enhancement in the reduced dimension. However, it is contradiction that features are extracted using higher order moments depend on variance, the second order statistics. It is not considered that a necessary component can be located in the discarded feature space. In the new methodology, features are extracted using the magnitude of kurtosis(4-th order central moment or cumulant). This corresponds to the PCA based feature extraction using eigenvalue(2nd order central moment or variance). The synergy effect of PCA and ICA can be achieved if PCA is used for noise reduction filter. ICA methodology is analysed using SVD(Singular Value Decomposition). PCA does whitening and noise reduction. ICA performs the feature extraction. Simulation results show the effectiveness of the methodology compared to the conventional ICA approach.

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Simulated Annealing 알고리즘을 이용한 방음벽의 최적 설계 (Optimal Design of Noise Barriers Using Simulated Annealing Algorithm)

  • 김병희;김진형;최태묵;박일권;조대승
    • 한국소음진동공학회논문집
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    • 제13권8호
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    • pp.619-625
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    • 2003
  • A successful design approach for noise barriers should be multidisciplinary because noise reduction goals influence both acoustical and non-acoustical considerations, such as maintenance, safety, physical construction, cost, and visual impact. These various barrier design options are closely related with barrier dimensions. In this study, we have proposed an optimal design method of noise barriers using simulated annealing algorithm, providing a harrier having the smallest dimension and achieving the specified noise reduction at a receiver region exposed to the noise due to Industry and infrastructure, to help a successful barrier design.

Simulated Annealing 알고리즘을 이용한 방음벽의 최적 설계 (Optimal Design of Noise Barrier Using Simulated Annealing Algorithm)

  • 김병희;김진형;조대승;박일권
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2003년도 춘계학술대회논문집
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    • pp.1020-1025
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    • 2003
  • A successful design approach for noise barriers should be multidisciplinary because noise reduction goals influence both acoustical and non-acoustical considerations, such as maintenance, safety, physical construction, cost and visual impact These various barrier design options are closely related with barrier dimensions. In this study, we have proposed an optimal design method of noise barriers using simulated annealing algorithm, providing a barrier having the smallest dimension and achieving the specified noise reduction at a receiver region exposed to the industry and infrastructures, to help a successful barrier design.

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Sub-degrees of freedom method with perturbation procedure for reduction of eigenvalue computation

  • Liu, Xiao-Lin
    • Structural Engineering and Mechanics
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    • 제8권6호
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    • pp.579-589
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    • 1999
  • A new way to reduce the eigenvalue computation effort in structural dynamics is presented in this paper. The degrees of freedom of a structure may be classified into groups that are termed as sub-degrees of freedom. The eigenvalue analysis is performed with each of sub-degrees of freedom so that the computing time is much shortened. Since the dynamic coupling between sub-degrees of freedom is selected to be small and it may be considered as a perturbation, the perturbation algorithm is used to obtain an accuratae result. The accuracy of perturbation depends on the coupling between sub-degrees of freedom. The weaker the coupling is, the more accurate the result is. The procedure can be used to simplify a problem of three dimensions to that of two dimensions or from two dimensions to one dimension. The application to a truss and a space frame is shown in the paper.

매개변수공간의 동적 분할 방법에 의한 함수패턴의 단계적 분석 추출에 관한 연구 (A Study on The Coarse-to-fine Extraction Method of function Patterns by using The Dynamic Quantization of Parameter Space)

  • 김민환;황희영
    • 대한전기학회논문지
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    • 제36권8호
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    • pp.594-602
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    • 1987
  • This paper proposes a new method of reducing the processing time and the size of consummimg memories in Hough transform. In this method, only the functional patterns are considered. The candidate points which are accumulated into the parameter space are computed in a many-to-one fashion and the parameter space is quantized dynamically to maintain a fine precision where it is needed. And a coarse-to-fine extraction method is used to reduce the processing time. The many-to-one fashional computation results in a relatively high-densed accumulation of candidate points around the parameter points corresponding to the image patterns in the image space. So, the dynamic quantization procedure can be simplified and the local maxima can be determined easily. And more effective reduction can be obtained as the dimension of parameter space is increased.

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FREE VIEWPOINT IMAGE RECONSTRUCTION FROM 3-D MULTI-FOCUS IMAGING SEQUENCES AND ITS IMPLEMENTATION BY CELL-BASED COMPUTING

  • Yonezawayz, Hiroki;Kodamay, Kazuya;Hamamotoz, Takayuki
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2009년도 IWAIT
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    • pp.751-754
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    • 2009
  • This paper deals with the Cell-based distributed processing for generating free viewpoint images by merging multiple differently focused images. We previously proposed the method of generating free viewpoint images without any depth estimation. However, it is not so easy to realize real-time image reconstruction based on our previous method. In this paper, we discuss the method to reduce the processing time by dimension reduction for image filtering and Cell-based distributed processing. Especially, the method of high-speed image reconstruction by the Cell processor on SONY PLAYSTATION3(PS3) is described in detail. We show some experimental results by using real images and we discuss the possibility of real-time free viewpoint image reconstruction.

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