• 제목/요약/키워드: EL inspection

검색결과 27건 처리시간 0.024초

E-quality control: A support vector machines approach

  • Tseng, Tzu-Liang (Bill);Aleti, Kalyan Reddy;Hu, Zhonghua;Kwon, Yongjin (James)
    • Journal of Computational Design and Engineering
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    • 제3권2호
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    • pp.91-101
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    • 2016
  • The automated part quality inspection poses many challenges to the engineers, especially when the part features to be inspected become complicated. A large quantity of part inspection at a faster rate should be relied upon computerized, automated inspection methods, which requires advanced quality control approaches. In this context, this work uses innovative methods in remote part tracking and quality control with the aid of the modern equipment and application of support vector machine (SVM) learning approach to predict the outcome of the quality control process. The classifier equations are built on the data obtained from the experiments and analyzed with different kernel functions. From the analysis, detailed outcome is presented for six different cases. The results indicate the robustness of support vector classification for the experimental data with two output classes.

Automated quality characterization of 3D printed bone scaffolds

  • Tseng, Tzu-Liang Bill;Chilukuri, Aditya;Park, Sang C.;Kwon, Yongjin James
    • Journal of Computational Design and Engineering
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    • 제1권3호
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    • pp.194-201
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    • 2014
  • Optimization of design is an important step in obtaining tissue engineering scaffolds with appropriate shapes and inner micro-structures. Different shapes and sizes of scaffolds are modeled using UGS NX 6.0 software with variable pore sizes. The quality issue we are concerned is the scaffold porosity, which is mainly caused by the fabrication inaccuracies. Bone scaffolds are usually characterized using a scanning electron microscope, but this study presents a new automated inspection and classification technique. Due to many numbers and size variations for the pores, the manual inspection of the fabricated scaffolds tends to be error-prone and costly. Manual inspection also raises the chance of contamination. Thus, non-contact, precise inspection is preferred. In this study, the critical dimensions are automatically measured by the vision camera. The measured data are analyzed to classify the quality characteristics. The automated inspection and classification techniques developed in this study are expected to improve the quality of the fabricated scaffolds and reduce the overall cost of manufacturing.

나팔형 여수로를 가진 기존댐의 수리·수문학적 안전성평가에 관한 연구 (A Study on Evaluation for Hydraulic and Hydrologic Safety of an Existing Dam with Morning Glory Spillway)

  • 신은우;김경덕
    • 한국구조물진단유지관리공학회 논문집
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    • 제8권2호
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    • pp.269-278
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    • 2004
  • 본 연구에서는 절대적인 안전성이 요구되는 댐의 홍수방어능력을 확보하기 위해서 나팔형 여수로를 가진 기존댐에 대한 수리 수문학적 안전성을 평가하였다. 검토결과 현재의 설계홍수량인 520cms(EL. 170.30m)에 대해서는 홍수소통과 연직관의 부압발생의 문제가 없는 것으로 나타났으나, 오리피스 흐름으로 변환되는 EL. 170.70m를 초과하는 방류에는 한계가 있는 것으로 나타났으며, 웨어의 정점 부근에서 부압발생의 가능성이 있는 것으로 판단된다. 여유고를 고려한 댐최고수위는 EL. 170.5m를 넘지 않아야 하는데, 금번 저수지 홍수추적 결과 댐최고수위 EL. 172.46m로 약 2m 상회하는 것으로 나타나 이에 대한 근본적인 대책이 필요하다고 판단된다.

EL-CID를 이용한 발전기 고정자 철심의 건전성 평가 (Healthy Assessment of Generator Stator Cores using EL-CID (ELectromagnetic Core Imperfection Detector))

  • 김병래;김희동
    • 전기학회논문지
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    • 제58권2호
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    • pp.356-362
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    • 2009
  • The ELectromagnetic Core Imperfection Detector (EL-CID) test was performed on a small generator in the laboratory and a gas turbine generator in the field to assess the fault condition of generator stator core. Artificial defects with six different sizes were introduced in the small generator. The scan results on six defects show a very large increase in the magnitude of fault current compared to that obtained with a healthy core. After the stator core heats up, a thermal imaging camera was used to detect hot spot on the inner surface of the core for comparison. Several faults were found during inspection of the gas turbine generator with the EL-CID. It has been shown that the existence of a fault can be determined by monitoring the magnitude of fault current.

Noise-robust Phase Gradient Retrieval Formulation for Phase-shifting Interferometry

  • Park, Dae-Seo;O, Beom-Hoan;Park, Se-Geun;Lee, El-Hang;Park, Jae-Hyun;Lee, Seung-Gol
    • Journal of the Optical Society of Korea
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    • 제14권2호
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    • pp.131-136
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    • 2010
  • Modification of the phase gradient formulation is proposed in order to make phase retrieval less susceptible to noise. The modified formulation is derived from separation of the phase terms and the intensity modulation terms of interferograms, and subsequent differentiation to reduce the noise-induced error of the phase gradient vector. Its performance is evaluated and compared to that of the conventional formulation, and noise-robust nature is confirmed.

Probeless Estimation of Electroluminescence Intensities Based on Photoluminescence Measurements of GaN-Based Light-Emitting Diodes

  • Kim, Jongseok;Jeong, Hoon;Choi, Won-Jin;Jung, Hyundon
    • Current Optics and Photonics
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    • 제5권2호
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    • pp.173-179
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    • 2021
  • The electroluminescence (EL) intensities of GaN-based light-emitting diodes (LEDs) are estimated based on their photoluminescence (PL) properties. The PL intensity obtained under open-circuit conditions is divided into two parts: the PL intensity under a forward bias lower than the optical turn-on voltage, and the difference between the PL intensities under open-circuit conditions and under forward bias. The luminescence induced by photoexcitation under a constant forward bias lower than the optical turn-on voltage is primarily the PL from the excited area of the LED. In contrast the intensity difference, obtained by subtracting the PL intensity under the forward bias from that under open-circuit conditions, contains the EL induced by the photocarriers generated during photoexcitation. In addition, a reverse photocurrent is generated during photoexcitation under constant forward bias across the LED, and can be correlated with the PL-intensity difference. The relationship between the photocurrent and PL-intensity difference matches well the relationship between the injection current and EL intensity of LEDs. The ratio between the photocurrent generated under a bias and the short-circuit current is related to the ratio between the PL-intensity difference and the PL intensity under open-circuit conditions. A relational expression consisting of the ratios, short-circuit current, and PL under open-circuit conditions is proposed to estimate the EL intensity.

StLRB 지진격리장치를 적용한 교량의 거동특성과 비교분석 (Response Characters of Bridge Adopting StLRB)

  • 최승호;한경봉;박선규
    • 한국구조물진단유지관리공학회 논문집
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    • 제8권1호
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    • pp.139-146
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    • 2004
  • 본 논문에서는 실제 교량에 지진격리장치를 적용하였을 때, 교량의 내진성능을 평가하기 위한 지진해석과 모델링 방법에 대하여 논하였다. 상용유한요소 해석 프로그램을 이용하여 비선형 시간이력 해석을 수행하였으며, 지진해석을 위하여 El Centro 지진 이력을 (1940, N00W) 사용하였다. 기존 받침을 적용한 경우와 여러 가지 지진격리장치를 적용한 경우로 나누어 해석하였으며, 교량의 변위와 교각의 변형 및 교각 하단부의 전단력과 모멘트를 상대 비교하였다. 해석 결과 지진격리 장치를 사용한 경우 기존 받침을 적용한 교량보다 지진시 거동이 훨씬 안정적으로 나타났으며, 특히 StLRB를 적용한 경우 받침의 마찰과 STU의 강절거동 효과로 인하여 보다 높은 지진력 감소효과가 있음을 알 수 있었다.

광선 추적법에 의한 자동 광검사 장비의 결상 과정 전산모사 (Ray Tracing-based Simulation of Image Formation in an Equipment for Automated Optical Inspection)

  • 정상철;이윤석;김대찬;오범환;박세근;이일항;이승걸;박성찬;최태일
    • 한국광학회지
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    • 제20권4호
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    • pp.223-229
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    • 2009
  • 자동 광검사 장비의 검사 영상 획득과정을 전산모사하는 시뮬레이터를 개발하였다. 시뮬레이터는 광선 추적법을 기반으로 조명 광학계, 검사 대상체 및 결상 광학계의 3가지 모듈로 구성하였다. 각 모듈이 갖는 광학적 특성을 실제와 일치시키기 위해, 다양한 물리적 모델과 실측 결과를 반영하여 주요 인자들의 종류와 범위를 결정하였다. 전산모사 결과의 타당성은 논리적인 검증과정과 실험 결과와의 비교를 통해 확인할 수 있었다.

회귀분석을 이용한 ITO 코팅유리기판의 표면균일도와 운전변수의 상관관계 분석 (Relationship between Working Parameter and Surface Nniformity of ITO coated Glass Substrate using Regression Analysis)

  • 김면희;이상룡;이태영;배준영
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.1353-1356
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    • 2004
  • In recent year, OLED(organic light emitted display) is used as the next generation device of FPD. OLED have been replacing the flat panel display device such as LCD, STN-LCD and TFT because this device is more efficient, economic and simple than those FPD devices, and this need not backlight system for visualization. The performance and efficiency of OLED is related with surface defect of ITO coated glass substrate. The typical surface defect of glass substrate is nonuniformity and bad surface roughness. ITO coated glass substrate is destroied for inspection about surface roughness and non-uniformity. Generally detection of the defects in the surface for ITO coated glass substrate is dependent on operator's experience. In this research, relationship between working parameter and surface non-uniformity is studied using regression analysis.

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