• 제목/요약/키워드: Automatic analysis method

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자동채염기의 확률론적 구조설계 구현을 위한 신뢰성 해석 응용과 비교연구 (A Reliability Analysis Application and Comparative Study on Probabilistic Structure Design for an Automatic Salt Collector)

  • 송창용
    • 한국기계가공학회지
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    • 제19권12호
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    • pp.70-79
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    • 2020
  • This paper describes a comparative study of characteristics of probabilistic design using various reliability analysis methods in the structure design of an automatic salt collector. The thickness sizing variables of the main structural member were considered to be random variables, including the uncertainty of corrosion, which would be an inevitable hazard in the work environment of the automatic salt collector. Probabilistic performance functions were selected from the strength performances of the automatic salt collector structure. First-order reliability method, second-order reliability method, mean value reliability method, and adaptive importance sampling method were applied during the reliability analyses. The probabilistic design performances such as reliability probability and numerical costs based on the reliability analysis methods were compared to the Monte Carlo simulation results. The adaptive importance sampling method showed the most rational results for the probabilistic structure design of the automatic salt collector.

박판성형해석을 위한 자동 프리에지 제거에 관한 연구 (A Study on the Automatic Elimination of Free Edge for Sheet Metal Forming Analysis)

  • 유동진
    • 소성∙가공
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    • 제13권7호
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    • pp.614-622
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    • 2004
  • A new approach for the automatic elimination of free edges in the finite element model for the analysis of sheet metal forming processes is presented. In general, the raw finite element model constructed from an automatic mesh generator is not well suited for the direct use in the downstream forming analysis due to the many free edges which requires tedious time consuming interactive graphic operations of the users. In the present study, a general method for the automatic elimination of free edges is proposed by introducing a CAD/CAE hybrid method. In the method a trimmed parametric surface is generated to fill the holes which are orginated from the free edges by using the one step elastic finite element analysis. In addition, mesh generation algorithm is suggested which can be used in the general trimmed surface. In order to verify the validity of the proposed method, various examples including actual automobile sheet metal parts are given and discussed.

단일 카메라 영상으로부터 골프 스윙의 자동 분석 (Automatic analysis of golf swing from single-camera video sequences)

  • 김병기
    • 한국산업정보학회논문지
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    • 제14권5호
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    • pp.139-148
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    • 2009
  • 본 논문에서는 단일 카메라로부터 입력된 2차원 측면 골프 스윙 비디오 영상으로부터 사람의 개입 없이 스윙을 자동으로 분석하는 방법을 제안하였다. 2차원 환경에서 스윙 자동분석에 필요한 특징들을 정의 및 추출하고, 에지 검출과 직선 추출을 비롯한 다양한 영상처리 기법을 이용하여 자동 스윙 분석 방법을 제시 하였다. 기존 스윙분석 시스템이나 관련 연구들과 비교하여 제안한 방법은 다음과 같은 두 가지 특징을 갖는다. 첫째, 기존의 스윙 자동분석이 상대적으로 복잡하고 고가인 3차원 환경에서만 가능하였지만 제안한 방법은 2차원 환경에 서도 가능하다. 둘째, 기존의 2차원 스윙분석 시스템들은 골프 전문가에 의한 분석이 필요하지만 제안한 방법은 사람의 개입 없이 자동적으로 이루어지므로 사용이 편리하다. 제안한 스윙특징 추출 및 분석 방법을 20장의 스윙영상에 대하여 실험한 결과, 제안한 방법이 스윙 특징 추출 및 분석에 유용함을 확인하였다.

축의 굽힘효과를 고려한 회전체에 장착된 자동평형장치의 동적해석 (Dynamic Analysis of an Automatic Dynamic Balancer in a Rotor with the Bending Flexibility)

  • 정진태;방인창
    • 대한기계학회논문집A
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    • 제25권7호
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    • pp.1125-1130
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    • 2001
  • Dynamic behaviors of an automatic dynamic balancer are analyzed by a theoretical approach. Using the polar coordinates, the non-linear equations of motion for an automatic dynamic balancer equipped in a rotor with the bending flexibility are derived from Lagrange equation. Based on the non-linear equation, the stability analysis is performed by using the perturbation method. The stability results are verified by computing dynamic response. The time responses are computed from the non-linear equations by using a time integration method. We also investigate the effect of the bending flexibility on the dynamics of the automatic dynamic balancer.

Flangeless Esser PET Phantom 영상 자동 분석 프로그램의 유용성 평가 (Usefulness Assessment of Automatic Analysis Program for Flangeless Esser PET Phantom Images)

  • 남궁창경;남기표;김경식;김정선;임기천;신상기;조시만;동경래
    • 핵의학기술
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    • 제13권1호
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    • pp.63-66
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    • 2009
  • Purpose: ACR (American College of Radiology) offers variable parameters to PET/CT quality control by using ACR Phantom. ACR Phantom was made to evaluate parameters which are uniformity, attenuation, scatter, contrast and resolution. Manual analysis method wasn't good for the use of QC because values of parameter were changed as it may user and it takes long time to analysis. Ki-Chun Lim, a nuclear scientist in AMC, developed program that automatically analysis values of parameter by using ACR Phantom to overcome above problems. In this study, we evaluated automatic analysis program's usability, through the comparing SUV of each method, reproducibility of SUV when repeated analysis and the time required. Materials and Methods: Using Flangeless Esser PET Phantom, the ideal ratio of 4 : 1 hot cylinder and BKG but it actually showed a ratio of 3.89 to 1 hot cylinder and BKG. SIEMENS Biograph True Point 40 was used in this study. We obtained images using ACR phantom at Fusion WB PET Scan condition (2 min/bed) and 120 kV, 100 mAs CT condition. Using True X method, 3 iterations, 14 subsets, Gaussian filter, FWHM 4 mm and Zoom Factor 1.0, $168{\times}168$ image size. We obtained Max. & Min. SUV and SUV Mean values at Cylinder (8, 12, 16, 25 mm, Air, Bone, Water, BKG) by automatic program and obtained SUV by manual method. After that, we compared manual and automatic method. we estimate the time required from opened the image data to final work sheet was completed. Results: Automatic program always showed same result and same the time required. At 8, 12, 16 and 25 m cylinder, manual method showed 6.69, 3.46, 2.59, 1.24 CV values. The larger cylinder size became, the smaller CV became. In manual method, bone, air, water's CV were over 9.9 except BKG (2.32). Obtained CV of Mean SUV showed BKG was low (0.85) and bone was high (7.52). The time required was 45 second, 882 second respectably. Conclusions: As a result of difference automatic method and manual method, automatic method showed always same result, manual method showed that the smaller hot cylinders became, the lager CV became. Hot cylinders mean region size, the smaller hot cylinder size becomes we had some trouble in doing ROI poison setting. And it means increase in variation of SUV. The Study showed the time required of automatic method was shorten then manual method.

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신뢰성 기반 강건 최적화를 이용한 자동채염기의 확률론적 구조설계 (Probabilistic Structure Design of Automatic Salt Collector Using Reliability Based Robust Optimization)

  • 송창용
    • 한국산업융합학회 논문집
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    • 제23권5호
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    • pp.799-807
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    • 2020
  • This paper deals with identification of probabilistic design using reliability based robust optimization in structure design of automatic salt collector. The thickness sizing variables of main structure member in the automatic salt collector were considered the random design variables including the uncertainty of corrosion that would be an inevitable hazardousness in the saltern work environment. The probabilistic constraint functions were selected from the strength performances of the automatic salt collector. The reliability based robust optimum design problem was formulated such that the random design variables were determined by minimizing the weight of the automatic salt collector subject to the probabilistic strength performance constraints evaluating from reliability analysis. Mean value reliability method and adaptive importance sampling method were applied to the reliability evaluation in the reliability based robust optimization. The three sigma level quality was considered robustness in side constraints. The probabilistic optimum design results according to the reliability analysis methods were compared to deterministic optimum design results. The reliability based robust optimization using the mean value reliability method showed the most rational results for the probabilistic optimum structure design of the automatic salt collector.

전두골 결손 마우스 모델의 골형성 자동 분석 (Automatic Analysis of Bone Formation in a Mouse Model of Frontal Bone Defect)

  • 강선경;정성태
    • 한국멀티미디어학회논문지
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    • 제18권9호
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    • pp.997-1007
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    • 2015
  • In this paper, we propose a method for automatically analyzing the bone formation in a mouse model of frontal bone defect. We perforate two holes of 0.8mm diameter in the frontal bone and observe the bone formation process using a micro CT. Because the conventional analysis software of the micro CT does not support automatic analysis of the bone formation status, we have to use a manual analysis method. However the manual analysis is very cumbersome and requires a lot of time, we propose an automatic analysis method. It rotates the image around three axes directions so that the mouse's skull come into regular position. It calculates the cumulative image of the voxel values for the perforated bone surface. It estimates the hole location by finding the darkest point in the cumulative image. The proposed method was applied to 24 CT images of saline administration group and PTH administration group and hole location was estimated. BV/TV index was calculated for the estimated hole to evaluate the bone formation status. Experimental results showed that bone formation process is more active in PTH administration group. The method proposed in this paper could replace successfully the cumbersome and time consuming manual job.

이중에너지엑스선흡수기(Dual energy X-ray Absorptiometry: DXA)를 이용한 골밀도검사 결과분석에서 수동분석법의 유용성 평가 (Usefulness of Manual Analysis of Bone Mineral Density Using Dual Energy X-ray Absorptiometry)

  • 김은혜;곽종길;김호성
    • 방사선산업학회지
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    • 제12권4호
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    • pp.317-324
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    • 2018
  • The results of bone mineral density analysis using DXA were compared between automatic and manual methods. The purpose of this paper is to verify the range of errors of each analysis method in the same patient and select a proper method to minimize errors. Comparisons between automatic and manual analysis methods were made using BMD, BMC and AREA. Basal and follow up examinations were performed with the patients of normal, osteopenia and osteoporosis. In the basal examinations, the precision errors between automatic and manual method showed 1.9% in normal, 3.1% in osteopenia and 3.8% in osteoporosis. In case of follow up studies, the precision errors between automatic and manual method showed 2.3% in normal, 3.2% in osteopenia and 3.5% in osteoporosis. BMC and AREA also showed a tendency to increase precision errors on osteopenia and osteoporosis. Therefore, a manual method would be a better option to minimize errors in patients with osteopenia and osteoporosis.

영상처리를 이용한 골프 스윙 자동 분석 특징의 추출 (Feature Extraction for Automatic Golf Swing Analysis by Image Processing)

  • 김병기
    • 한국컴퓨터정보학회논문지
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    • 제11권5호
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    • pp.53-58
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    • 2006
  • 본 논문에서는 영상처리 기법을 이용하여 골프 스윙 자동 분석을 위한 특징 추출 방법을 제안하였다. 기존 대부분의 스윙 분석 시스템들이 골프 코치와 같은 전문가가 필요한 반면 제안한 특징 추출 방법을 이용하면 전문가의 도움 없이 중요한 스윙 특징을 추출할 수 있다. 추출한 특징은 어드레싱, 백스윙, 스윙탑, 포워드 스윙, 임팩트, 팔로우쓰루와 같은 키 프레임뿐만 아니라 손, 어깨, 클럽헤드, 발, 무릎과 같은 골퍼의 신체부위와 클럽의 위치까지 포함 한다. 제안한 방법의 효용성을 알기 위하여 스윙영상에 대하여 실험한 결과 제안한 방법이 중요한 골프 스윙 특징 추출에 유용함을 확인하였다.

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자동 터널라이닝 공법에 대한 해석기법 (A Method of Tunnel Analysis for Automatic Concrete Lining Construction Method)

  • 정한중;강석화;장성욱;이승욱
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 1993년도 가을 학술발표회논문집
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    • pp.32-37
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    • 1993
  • A method of tunnel analysis for a new type of tunnel construction method (ACLCM, Automatic Concrete Lining Construction Method) is presented here. ACLCM is an unique tunnel construction method which provides concrete lining at the end of shield machine by extruding concrete into the space between the excavated ground surface and the inner form (Automatic Concrete Lining Machine). Since behaviors of tunnel and the surrounding soils are greatly influenced by the construction method, existing tunnel design methods may not be applicable to the design of ACLCM tunnel. In this study, a method of ACLCM tunnel analysis is suggested to provide the prediction of behavior of ACLCM tunnel and surrounding soils as well as to check up the safety during the construction and after the completion of ACLCM tunnel

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