• 제목/요약/키워드: product defect

검색결과 267건 처리시간 0.025초

원소재의 미소 표면결함이 인발공정에 미치는 영향 (Effect of Small Surface Defects in the Starting Material on Product Quality after Drawing)

  • 남찬희;이익균;이중규;전만수
    • 소성∙가공
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    • 제23권3호
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    • pp.159-163
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    • 2014
  • In the current study, the effect of small surface defects in the starting material including roughness, indentations, or scratches, which are perpendicular to the direction of drawing, on the product quality is investigated using the finite element method. An axisymmetric defect is assumed. Such defects are defined by a cylindrical defect area and two tapered regions connecting the defect area to the non-defective area of the material. Various conditions for these initial surface defects are considered, including defect depth, defect slope and defect length. To describe the plastic deformation of the defect in detail during the simulation, local remeshing is applied. Based on the finite element results, defect disappearance maps were generated. It was found that defect disappearance is significantly dependent on the defect depth and the defect length coupled with the defect slope.

제품 결함 탐지에서 데이터 부족 문제를 극복하기 위한 샴 신경망의 활용 (Siamese Neural Networks to Overcome the Insufficient Data Problems in Product Defect Detection)

  • 신강현;진교홍
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.108-111
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    • 2022
  • 제품의 결함 탐지를 위한 머신 비전 시스템에 딥러닝을 적용하기 위해서는 다양한 결함 사례에 대한 방대한 학습 데이터가 필요하다. 하지만 실제 제조 산업에서는 결함의 종류에 따른 데이터 불균형이 생기기 때문에 결함 사례를 일반화할 수 있을 만큼의 제품 이미지를 수집하기 위해서는 많은 시간이 소요된다. 본 논문에서는 적은 데이터로도 학습이 가능한 샴 신경망을 제품 결함 탐지에 적용하고, 제품 결함 이미지 데이터의 속성을 고려하여 이미지 쌍 구성법과 대조 손실 함수를 수정하였다. AUC-ROC로 샴 신경망의 임베딩 성능을 간접적으로 확인한 결과, 같은 제품끼리만 쌍을 구성하고 결함이 있는 제품 간에는 쌍을 구성하였을 때, 그리고 지수 대조 손실로 학습하였을 때 좋은 임베딩 성능을 보였다.

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${\cdot}$후방 압출 제품의 유동 결함에 관한 연구 (The study on the flow defect of cold combined forward-backward extrusion product)

  • 황상홍;이동주;김병민
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 1999년도 압출 및 인발 심포지엄
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    • pp.79-82
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    • 1999
  • This paper presents a study of cold combined forward-backward extrusion product. The case of product with thin wall in piercing process occur defects of deformation and breakdown during piercing process and the center web of product with thin thickness cause flow defect. Such defect is made by the difference of material flow. Methods of the material flow control in the two directions and forming process to remove this flow defect is proposed. The effectiveness of the proposed methods is examined by comparison experiment and finite element simulation.

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Data Segmentation for a Better Prediction of Quality in a Multi-stage Process

  • Kim, Eung-Gu;Lee, Hye-Seon;Jun, Chi-Hyuek
    • Journal of the Korean Data and Information Science Society
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    • 제19권2호
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    • pp.609-620
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    • 2008
  • There may be several parallel equipments having the same function in a multi-stage manufacturing process, which affect the product quality differently and have significant differences in defect rate. The product quality may depend on what equipments it has been processed as well as what process variable values it has. Applying one model ignoring the presence of different equipments may distort the prediction of defect rate and the identification of important quality variables affecting the defect rate. We propose a procedure for data segmentation when constructing models for predicting the defect rate or for identifying major process variables influencing product quality. The proposed procedure is based on the principal component analysis and the analysis of variance, which demonstrates a better performance in predicting defect rate through a case study with a PDP manufacturing process.

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PL에 근거한 LED 가로등의 결함 요소 발굴 및 분석 (Finding and Analysis of Defective Elements of an LED Streetlight Lamp Based on the Product Liability)

  • 김향곤;최충석
    • 전기학회논문지P
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    • 제58권4호
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    • pp.632-632
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    • 2009
  • The purpose of this study is to present the range of defects mentioned in the Product Liability (PL) and to establish an objective basis and grounds for the analysis of accidents expected to happen by analyzing and presenting the external flame pattern and electrical characteristics of an LED streetlight lamp, a new lighting lamp. From the analysis of the cross-section of a cable carbonized by an external flame, it was observed that the wire's strand and insulation material had solidly adhered, and that greater voids were formed at the surface than at the center. Irregular carbide lumps were formed in the globe directly exposed to the flame, and the globe carbonized by the indirect flame showed characteristics that they had melted and flowed downward. It was found that the forward and backward resistances of the normal LED were approximately 1.74 [$M{\Omega}$] and 140 [$M{\Omega}$], respectively. The lamp burnt by the strong flame exhibited infinite forward and backward resistances and the LED did not emit light. The carbonized LED lamp was gray and exhibited fine delaminations. According to the Product Liability, a product defect signifies a simple product defect. Most of the defects were caused by the lack of stability, and the defect of the product itself occurred during the design and manufacture. The defects in warnings and markings include an insufficiency of handling manuals and warnings, expressive warranty violations, defective markings, etc. In order to prevent an accident resulting from a product, it is necessary to prepare safety warnings and documentation, establish clear-cut lines of liabilities, and subscribe insurances. However, it could be seen that important factors against the Product Liability were product improvement, response to compensation requests and law suits, credit restoration, etc.

전사적 제조물책임활동이 경영성과에 미치는 영향에 관한 연구 (A Study on the Effects of Total Product Liability Activities on Firm Performance)

  • 박병권;임채관
    • 한국산업정보학회논문지
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    • 제11권1호
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    • pp.58-68
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    • 2006
  • 본 연구의 목적은 제조물책임(PL)활동과 경영성과간의 관계를 실증적으로 분석하는 것이다. 제조물책임활동을 5가지 영역으로 분류하였고, 경영성과는 제조물책임과 관련한 3개 분야로 측정하였다. 실증분석을 위해 135개 기업 표본을 사용하였으며, 연구 결과 제조 PL활동은 3개 경영성과에 유의한 영향을 미치는 것으로 밝혀졌다. 설계, 표시, 판매 PL활동들은 경영성과에 부분적으로 영향을 미친 것으로 파악되었다. 이러한 결과는 제품안전 관련 노력들이 제품의 설계에서부터 판매에 이르기까지의 전반적인 프로세스와 유기적으로 결합됨으로써 경영성과를 극대화할 수 있다는 시사점을 제시한다.

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제품안전경영을 위한 로드맵과 단계별 실행모형 (A Stepwise Approach to Product Safety Management)

  • 노형봉;이정희
    • 품질경영학회지
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    • 제37권3호
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    • pp.83-93
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    • 2009
  • This study proposes a stepwise approach to product safety management(PSM), of which roadmap consists of five phases. ISO 9001 QM model is assumed as the first-phase model and each higher-phase model is built by adding a corresponding module to the lower one. In the phase order, those modules are CCMS, a failure to warn, manufacturing defect and design defect. The progress in PSM of a domestic food company is discussed.

중국의 제조물책임 관련법규에서의 제조물결함에 관한 연구 (The Product Defectiveness to Products Liability Claims in China)

  • 이시환
    • 무역상무연구
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    • 제34권
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    • pp.3-26
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    • 2007
  • Product liability law lies at the center of the modem world. This law concerns liability for damages arising from the commercial sale of a product that causes personal injury or property damage because it was defective or falsely represented. One engaged in the business of selling or otherwise distributing products who sells or distributes a defective product is subject to liability for harm to persons or property caused by the defect. In short, product defectiveness is the heart of products liability law. Regardless of the underlying cause of action, the plaintiff in nearly every products liability case must prove that the defendant's product contained an unnecessary hazard that caused the harm. The purpose of this paper is to clarify the meaning of the product defectiveness to products liability claims in China. In China, Product to include most movable personal property, but to exclude services. And a product is defective when, at the time of sale or distribution, it contains a manufacturing defect, is defective in design, or is defective because of inadequate instructions or warnings.

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소프트웨어 결함 추이분석을 통한 테스트 프로젝트 개선방안에 대한 연구 (Study of the Improvement Measurement of Test project through Software Defect trend analysis)

  • 장진욱
    • 한국산학기술학회논문지
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    • 제16권1호
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    • pp.691-696
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    • 2015
  • 소프트웨어 결함에 대한 관심이 높아지고 있다. 기업은 소프트웨어를 개발하는 조직, 고객대응 조직, 품질관리 조직 등 다양한 방법과 채널을 이용하여 개선을 위한 노력을 하고 있다. 이렇게 수집된 결함 데이터 들을 그 조건과 용도에 맞게 분석하여 소프트웨어 결함을 최소화하고 나아가 제품품질 향상에 기여할 수 있다. 본 연구에서 기업용 소프트웨어의 결함 추이를 테스트 성숙도 모델을 기반으로 분석하여 결함 예방 프로세스를 수립하고 프로젝트에 적용하여 106개의 결함이 16개로 감소하였다. 본 연구는 소프트웨어 품질활동 중 기본이 되는 기존결함에 관심을 가짐으로서 최소한의 자원을 활용하여 소프트웨어 제품 품질을 개선할 수 있는 방안을 제시하는데 의의를 가진다.

제조물책임법 시행에 따른 중소기업 품질경영시스템에 관한 연구 (A study on the Quality Management System of Medium and Small-sized Enterprises under Product Liability Law)

  • 배성아;김복만
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2001년도 추계학술대회 논문집
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    • pp.362-365
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    • 2001
  • Human, physical damage is happened frequently to consumer's safety accident by product defect on modern industrial society. Accordingly, advanced nation including the United States of America enforce product liability law and is protecting consumer more actively from danger of product defect. Our country(Korea) may enforce product liability law since July, 2002, and if business does not grope effective confrontation way about PL, capital strength weak smaller enterprise and venture business corporation's competitive power may affect much corporation's competitive power enfeeblement and survival. This research supplement based on induction and operating QMS in smaller enterprise essential factor that corporations must equip according to product liability law enforcement. And we present integration quality management system model of Product liability to do so that smaller enterprises may can cope effectively at force of Product liability law.

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