• 제목/요약/키워드: Defect types

검색결과 488건 처리시간 0.025초

냉연강판의 표면결함 분류를 위한 현장 적용용 신경망 분류기 개발 (Development of a field-applicable Neural Network classifier for the classification of surface defects of cold rolled steel strips)

  • 문창인;최세호;주원종;김기범
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 2006년도 춘계학술대회 논문집
    • /
    • pp.61-62
    • /
    • 2006
  • A new neural network classifier is proposed for the automatic real-time surface inspection of high-speed cold steel strips having 11 different types of defects. 46 geometrical and gray-level features are extracted for the defect classification. 3241 samples of Posco's Kwangyang steel factory are used for training and testing the neural network classifier. The developed classifier produces plausible 15% error rate which is much better than 20-30% error rate of human vision inspection adopted in most of domestic steel factories.

  • PDF

냉연강판의 표면결함 분류를 위한 신경망 분류기 개발 (Development of a Neural Network Classifier for the Classification of Surface Defects of Cold Rolled Strips)

  • 문창인;최세호;김기범;김철호;주원종
    • 한국정밀공학회지
    • /
    • 제24권4호
    • /
    • pp.76-83
    • /
    • 2007
  • A new neural network classifier is proposed for the automatic real-time surface inspection of high-speed cold steel strips having 11 different types of defects. 46 geometrical and gray-level features are extracted for the defect classification. 3241 samples of Posco's Kwangyang steel factory are used for training and testing the neural network classifier. The developed classifier produces plausible 15% error rate which is much better than 20-30% error rate of human vision inspection adopted in most of domestic steel factories.

강 의 마찰용접 에 미치는 탄소당량 의 영향 - 동종강 에 대하여

  • 나석주;김성도
    • Journal of Welding and Joining
    • /
    • 제3권2호
    • /
    • pp.1-9
    • /
    • 1985
  • In this study, the influence of carbon equivalents on friction welds of similar steels was investigated. Four types of steels with 15mm diameter tested in the wide range of carbon equivalents from 0.3 to 1.1 Main experimental results are summarized as follows : (1) Under the constant burn-off length, the friction time becomes longer with the increasing carbon equivalent, but the upset length shows no consistent tendencies. (2) Due to the recrystallization in the contact area, the maximum hardness occurs some away from the contact surface. And it increases almost linearly with the increasing carbon equivalent. (3) Even a steel with 1.1 C.E. can be friction welded to make defect-free welds. (4) With the increasing carbon equivalent, the bend angle and charpy impact value decrease very rapidly in the range from 0.3 C. E., but remain nearly unchanged for C. E. higher than 0.6. (5) Heat treatment of the base metals before welding has very little influence on the mechanical properties of welds. On the other hand, normalizing of the welds improves the bend angle and charpy impact value, but its effect becomes almost negligible, when the carbon equivalents are higher than 0.6.

  • PDF

600MPa급과 1200MPa급 고장력강의 적응 제어형 저항 점 용접에 관한 연구 (A Study on the Adaptive Resistance Spot Welding for High Strength Steel of 600Mpa and 1200Mpa Grade)

  • 이영주;송영채;정병훈;이문용
    • 대한용접접합학회:학술대회논문집
    • /
    • 대한용접접합학회 2007년 추계학술발표대회 개요집
    • /
    • pp.73-75
    • /
    • 2007
  • The resistance spot weld is among the most common automotive weld method, now a constant current type is the most common used types. A constant current type have a weak point which can not deal with a defect occurrence by external factors, and recently the adaptive resistance spot weld have been applied around the advanced automotive company. This technology can maintain a stable weld quality through a suitable control the current and weld time with weld environment. In this research, the adaptive resistance spot weld is applied to high strength steels, and its application possibility and weld characteristics are presented.

  • PDF

FATIGUE LIFE PREDICTION OF RUBBER MATERIALS USING TEARING ENERGY

  • Kim, H.;Kim, H.Y.
    • International Journal of Automotive Technology
    • /
    • 제7권6호
    • /
    • pp.741-747
    • /
    • 2006
  • It has been almost impossible to predict the fatigue life in the field of rubber materials by numerical methods. One of the reasons is that there are no obvious fracture criteria and excessively various ways of mixing processes. Tearing energy is considered as a fracture criterion which can be applied to rubber compounds regardless of different types of fillers, relative to other fracture factors. Fatigue life of rubber materials can be approximately predicted based on the assumption that the latent defect caused by contaminants or voids in the matrix, imperfectly dispersed compounding ingredients, mold lubricants and surface flaws always exists. Numerical expression for the prediction of fatigue life was derived from the rate of rough cut growth region and the formulated tearing energy equation. Endurance test data for dumbbell specimens were compared with the predicted fatigue life for verification. Also, fatigue life of industrial rubber components was predicted.

Model for Predicting Ultrasonic NDE Reliability and Statistical Data Analysis of Piping Inspection Round Robin

  • Park, Ik-Keun;Kim, Hyun-Mook
    • International Journal of Reliability and Applications
    • /
    • 제5권1호
    • /
    • pp.25-36
    • /
    • 2004
  • Ultrasonic inspection system consist of the examination procedures, equipment, and operators. The reliability of nondestructive testing is influenced by the inspection environment, materials and types of defect. It is very difficult to estimate the reliability of NDT due to the various factors. Piping inspection round robin was conducted to quantify the capability of ultrasonic inspection during in-service. In this study, the models for predicting the ultrasonic NDE reliability by logistic model and linear regression model are discussed. The utility of the NDT reliability assessment is verified by the analysis of the data from round robin test with these models.

  • PDF

Efficient Immobilization of Polysaccharide Derivatives as Chiral Stationary Phases via Copolymerization with Vinyl Monomers

  • Chen, Xiaoming;Okamoto, Yoshio;Yamamoto, Chiyo
    • Macromolecular Research
    • /
    • 제15권2호
    • /
    • pp.134-141
    • /
    • 2007
  • The direct chromatographic separation of enantiomers by chiral stationary phases (CSPs) has been extensively developed over the past two decades, and has now become the most popular method for the analytical and preparative separations of enantiomers. Polysaccharide derivatives coated onto silica gel, as CSPs, playa significantly important role in the enantioseparations of a wide range of chiral compounds using high-performance liquid chromatography (HPLC). Unfortunately, the strict solvent limitation of the mobile phases is the main defect in the method developments of these types of coated CSPs. Therefore, the immobilization of polysaccharide derivatives onto silica gel, via chemical bonding, to obtain a new generation of CSPs compatible with the universal solvents used in HPLC is increasingly important. In this article, our recent studies on the immobilization of polysaccharide derivatives onto the silica gel, as CSPs, through radical copolymerization with various vinyl monomers are reported. Polysaccharide derivatives, with low vinyl content, can be efficiently fixed onto silica gel with high chiral recognition.

표면 침투제에 따른 콘크리트의 염화물 침투와 동결융해 저항성 평가 (Evaluation on Resistance of Chloride Attack and Freezing and Thawing of Concrete with Surface Penetration Sealer)

  • 김명유;양은익;노병철;김정훈
    • 한국콘크리트학회:학술대회논문집
    • /
    • 한국콘크리트학회 2005년도 봄학술 발표회 논문집(II)
    • /
    • pp.505-508
    • /
    • 2005
  • Concrete has a void, which exists as one of defect in concrete. If the porosity of concrete increases, durability of concrete decreases. In this paper, to improve surface void of concrete, surface penetration sealers are applied to specimen. And it were investigated that the resistances of chloride penetration and freezing and thawing for concrete with surface penetration sealer of two types. According to the results, surface penetration sealer has not show a harmful influence on strength and resistance of freezing and thawing. Also, B type surface penetration sealer was more superior in resistance of chloride penetration.

  • PDF

이변량 영과잉-포아송모형에서 변화시점에 관한 추론 (Inferences for the Changepoint in Bivariate Zero-Inflated Poisson Model)

  • 김경무
    • Journal of the Korean Data and Information Science Society
    • /
    • 제10권2호
    • /
    • pp.319-327
    • /
    • 1999
  • 영과잉-포아송분포는 여러 형태의 불량률을 줄이는 생산공정과정에서 유용하게 이용되어 왔다. 또한 생산공정과정 중 미지의 변화시점 이후 불량률의 변화가 있는지를 알아보는 것은 흥미 있는 일이고 연구된바있다. 만약 불량품들이 서로 두가지 다른 형태의 규격에 의해 발생되었다면, 이는 일변량이 아닌 이변량 영과잉-포아송 분포를 이용해야 할 것이다. 본 논문은 이변량 영과잉-포아송모형에서 어느 미지의 시점 이후 분포의 변화가 있는지를 우도비 검정을 통해 알아본다. 또한 변화가 있다면 변화시점과 그리고 여러 형태의 모수들에 대한 점추정량을 알아보려 한다.

  • PDF

평판 경계층 유동조건이 근접후류에 미치는 영향 (Influence of Flow Conditions on a Boundary Layer to the Near-Wake of a Flat Plat)

  • 김동하;장조원
    • 대한기계학회:학술대회논문집
    • /
    • 대한기계학회 2004년도 춘계학술대회
    • /
    • pp.1625-1630
    • /
    • 2004
  • An experimental study was carried out to investigate influence of flow conditions on a boundary layer to the near-wake of a flat plate. The flow condition in the vicinity of trailing edge that is influenced by upstream condition history is an essential factor that determines the physical characteristics of a near-wake. Various tripping wires were used to change boundary layer flow condition of upstream at the freestream velocity of 6.0 m/sec. Measurements of the boundary layer and near-wake according to the change of upstream conditions were conducted by using both I-probe(55P14 for boundary layer) and X-probe(55P61 for wake). Normalized velocity profiles of the boundary layer were shown the flow types such as laminar boundary layer, transition, and turbulent boundary layer at 0.95C from the leading edge. The velocity and turbulence intensity profiles of the near-wake for the case of laminar boundary layer at the flat plate surface exhibited a defect and a double peak showing perfect symmetry, respectively.

  • PDF