• 제목/요약/키워드: multilayer structure

검색결과 479건 처리시간 0.032초

Design of Hierarchical Classifier for Classifying Defects of Cold Mill Strip using Neural Networks (신경회로망을 이용한 냉연 표면흠 분류를 위한 계층적 분류기의 설계)

  • Kim, Kyoung-Min;Lyou, Kyoung;Jung, Woo-Yong;Park, Gwi-Tae;Park, Joong-Jo
    • Journal of Institute of Control, Robotics and Systems
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    • 제4권4호
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    • pp.499-505
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    • 1998
  • In developing an automated surface inspect algorithm, we have designed a hierarchical classifier using neural network. The defects which exist on the surface of cold mill strip have a scattering or singular distribution. We have considered three major problems, that is preprocessing, feature extraction and defect classification. In preprocessing, Top-hit transform, adaptive thresholding, thinning and noise rejection are used Especially, Top-hit transform using local minimax operation diminishes the effect of bad lighting. In feature extraction, geometric, moment, co-occurrence matrix, and histogram ratio features are calculated. The histogram ratio feature is taken from the gray-level image. For defect classification, we suggest a hierarchical structure of which nodes are multilayer neural network classifiers. The proposed algorithm reduced error rate by comparing to one-stage structure.

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The properties of $(Ba_{0.7}\;Sr_{0.3})TiO_3$ by Multilayer structure (다층 구조에 의한 $(Ba_{0.7}\;Sr_{0.3})TiO_3$의 물리적 특성)

  • Hong, Kyung-Jin;Cho, Jae-Cheal
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 한국전기전자재료학회 2006년도 영호남 합동 학술대회 및 춘계학술대회 논문집 센서 박막 기술교육
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    • pp.31-34
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    • 2006
  • In this study, $(Ba_{0.7}\;Sr_{0.3})TiO_3$ was coated on Pt/Ti/$SiO_2$/Si wafer by using Sol-Gel method. Coating process was repeated 3~5 times and then sintered at 750[$^{\circ}C$] for 1 hour. Each specimen was analyzed structure and electrical characteristics. In structure characteristics, EDX analyzed the samples ratio of the formation on the structural property. Thermal behavior was observed with TG-DTA and concluded that the heat-treatment of the samples was degreed 750[$^{\circ}C$]. Surface and section of thin films were observed with SEM.

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A Study on Absorption Amount of Water-Repellency Processed Non-Woven Fabric in PVC Composite Waterproofing Sheet of A Multi-Layer Structure (다층막 구조형 PVC 복합방수시트 내 발수 처리된 부직포의 흡수량에 관한 연구)

  • An, Ki-Won;Heo, Neung-Hoe;Oh, Je-Gon;Go, Gun-Woong;Go, Jang-Ryeol
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 한국건축시공학회 2014년도 추계 학술논문 발표대회
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    • pp.163-164
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    • 2014
  • This study is conducted for prevent spread of penetration water and water leakage through non-woven fabric between PVC sheet and PVC sheet in the PVC composite waterproofing sheet of a multi-layer structure. For this, carry out absorption amount test to confirm spread resistance performance after manufacturing PVC composite waterproofing sheet of a multi-layer structure using water-repellency processed non-woven fabric. As a result of test, weight of water-repellency processed non-woven fabric increased to 1.178g, Compared with beginning and there are not penetration water.

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Effect of the multilayer structure on electrical and mechanical properties fo thin film yttria stabilized zirconia electrolyte

  • Jung, In-Ho;Lee, You-Kee;Park, Jong-Wan
    • Journal of Korean Vacuum Science & Technology
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    • 제2권1호
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    • pp.43-48
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    • 1998
  • The effect of mcirostructure on the electrical properties of yttria stabilized zirconia (YSZ) was analyzed by modeling layer arrangements and mixed phase structure. The YSZ thin films were deposited by RF magnetron sputtering using 30mol% YSZ and 8 mol% YSZ targets with yttrium pellets on porous alumina substrates. The structure, composition and electricla properties of the YSZ films were investigated as functions of sputtering conditons and layer arrangements by XRD, TEM, XPS and acimpedance spectroscopy. The results showed that the triple palyered YSZ films had highermicrohardness, lower compressive stress state and higher ionic conductivity by one order than single and double layered YSZ films. However, sputtered YSZ films have low conductivity compared to YSZ pellets or doctor bladed YSZ thin plates. These results were probably due to the influence of insulating alumina substrates, impractical for most stacking geometries and inductance induced by relatively long platinum, lead wire on YSZ conductivity.

SPECTRO-ELLIPSOMETRIC STUDIES OF STRUCTURE AND OPTICAL PROPERTIES OF PLSMA-GROWN DLC FILMS

  • Rhee, Sung-Gyu;Lee, Soon-Il;Oh, Soo-Ghee;Lee, Kwang-Ryeol
    • Journal of the Korean institute of surface engineering
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    • 제29권5호
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    • pp.532-539
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    • 1996
  • Diamond-like carbon (DLC) films were deposited on silicon substrates by the plasma decomposition of hydrocarbons under various conditions, and studied by the spectroscopic ellipsometry (SE). We used the effective medium approximation with the dispersion model developed by Forouhi and Bloomer to determine simultaneously both the structure and the optical constants of the DLC films from their ellipsometric spectra. Especially, we investigated the variation of the multilayer structure including the interface layer, of the refractive indices, and of the extinction coefficients as the deposition conditions were varied; substrate pretreatment procedure, hydrocarbon precursors, and the substrate bias voltage were varied.

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Interfacial reactions in Cu/NbTi multilayer thin films and superconducting wires (임게전류밀도 향상을 위한 Cu/NbTi다층박막과 초전도 선재에서의 계면반응)

  • 심재엽;백홍구;하동우;오상수;류강식
    • Electrical & Electronic Materials
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    • 제8권4호
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    • pp.478-486
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    • 1995
  • Cu/NbTi multilayer thin films and superconducting wires were fabricated and heat treated with conventional annealing and analyzed by differential scanning calorimetry (DSC) as a basic study for the enhancement of Jc. Interfacial reactions of Cu/NbTi multilayer thin films and superconducting wires were investigated with optical microscope, SEM, and XRD. According to the effective heat of formation (EHF) model, CU$\_$3/Ti was predicted as a first phase. However, considering the crystalline structure and thermodynamics, CuTi was predicted as a first phase. According to the results of DSC and XRD, CU$\_$2/Ti was found to be the first phase, followed by the formation Of CU$\_$4/Ti. The difference in first crystalline phase between the experimental result and the predicted one was discussed. In case of Cu/NbTi superconducting wires, the compounds formed at the Cu/NbTi interface grew with annealing time and the amount of compounds formed in Nb-47wt%Ti alloy was larger than that in Nb-50wt%Ti alloy. It seemed that the incubation time for the formation of compounds in Nb-50wt%Ti alloy was longer than that formed in Nb-47wt%Ti alloy. Also, the diffusion was the rate controlling step for the growth of compounds in all specimens. These compounds were formed at 500-600.deg. C for I hour annealing and, thus, the drawing time below I hour must be required to minimize the growth of compounds for the enhancement of Jc.

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Piezoelectric and Dielectric Characteristics of Low Temperature Sintering Pb(Mn1/3Nb2/3)O3-Pb(Ni1/3Nb2/3)O3-Pb(Zr1/2Ti1/2)O3 Ceramics according toPb(Ni1/3Nb2/3)O3 Substitution (Pb(Ni1/3Nb2/3)O3 치환에 따른 저온소결 Pb(Mn1/3Nb2/3)O3-Pb(Ni1/3Nb2/3)O3-Pb(Zr1/2Ti1/2)O3 세라믹스의 압전 및 유전 특성)

  • Yoo Ju-Hyun;Lee Sang-Ho;Paik Dong-Soo
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • 제19권1호
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    • pp.35-39
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    • 2006
  • In this study, in order to develop the multilayer piezoelectric actuator and ultrasonic resonator, PMN-PNN-PZT ceramics were fabricated by sintering with $Li_2CO_3-Na_2CO_3$ as sintering aids at $950^{\circ}C$ and their piezoelectric and dielectric characteristics were investigated as a function of PNN substitution. With increasing PNN substitution, dielectric constant(${\epsilon}_r$), electromechanical coupling factor(kp), and piezoelectric d constant($d_{33}$) were increased to $12 mol\%$ PNN substitution and then showed a tendency to decrease rapidly With increasing PNN substitution, crystal structure changed from tetragonal to rhombohedral at $12 mol\%$ PNN substitution and then secondary phase was appeared and its intensity was increased. At the $12 mol\%$ PNN substituted PMN-PZT composition ceramic sintered at $950^{\circ}C$, density, kp, $d_{33}$ and Qm showed the optimum value of $7.79 g/cm^3$, 0.599, 419 pC/N, and 894, respectively for multilayer piezoelectric actuator application.

Fabrication and Characteristics of Photoconductive Amorphous Silicon Film for Facsimile (팩시밀리용 비정질 실리콘 광도전막의 제작 및 특성)

  • Kim, Jeong-Seob;Oh, Sang-Kwang;Kim, Ki-Wan;Lee, Wu-Il
    • Journal of the Korean Institute of Telematics and Electronics
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    • 제26권6호
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    • pp.48-56
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    • 1989
  • Contact-type linear image sensors for facsimile have been fabricated by means of rf glow discharge decomposition method of silane. The dependence of their electrical and optical properties on rf power, $SiH_4$ flow rate, ambient gas pressure, $H_2SiH_4$ ratio and substrate temperature are described. The a-Si:H monolayer demonstriated photosensitivity of 0.85 and $I_{ph}/I_d$ ratio of 100 unger 100 lux illumination. However, this monolayer has relatively high dark current due to carrier injection from both electrodes, resulting in low $I_{ph}/I_{dd}$ ratio. To suppress the dark current we have fabricated $SiO_2/i-a-Si:H/p-a-Si:H:B$ multilayer film with blocking structure. The photocurrent of this multilayer sensor with 6 V bias became saturated ar about 20nA under 10 lux illumination, while the dark current was less than 0.2 nA. Moreover, the spectral sensitivity of the multilayer film was enhanced for short wavelength visible region, compared with that of the a-Si:H monolayer. These results show that the fabricated photocon-ductive film can be used as the linear image sensor of the facsimile.

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IZO/Ag/IZO Multilayers Prepared by Magnetron Sputtering for Flexible Transparent Film Heaters (마그네트론 스퍼터링 법을 이용한 IZO/Ag/IZO 다층 박막 투명 면상 발열체)

  • Park, So-Won;Gang, Dong-Ryeong;Kim, Na-Yeong;Hwang, Seong-Hun;Jeon, Seung-Hun;ZhaoPin, ZhaoPin;Kim, Tae-Hun;Kim, Seo-Han;Park, Cheol-U;Song, Pung-Geun
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 한국표면공학회 2017년도 춘계학술대회 논문집
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    • pp.114.2-114.2
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    • 2017
  • Transparent film heaters (TFHs) based on Joule heating are currently an active research area. However, TFHs based on an indium tin oxide (ITO) monolayer have a number of problems. For example, heating is concentrated in part of the device. Also, heating efficiency is low because it has high sheet resistance ($R_S$). Resistance of indium zinc oxide (IZO) is similar to ITO and it can be used to flexible applications due to its amorphous structure. To solve these problems, our study introduced hybrid layers of IZO/Ag/IZO deposited by magnetron sputtering, and the electrical, optical, and thermal properties were estimated for various thickness of the metal interlayer. It was found that the sheet resistance of the multilayer was mainly dependent on the thickness of the Ag layers. The $R_S$ of IZO(40)/Ag/IZO(40nm) multilayer was 5.33, 3.29, $2.15{\Omega}/{\Box}$ for Ag thickness of 10, 15, and 20nm, respectively, while the $R_S$ of an IZO monolayer(95nm) was $59.58{\Omega}/{\Box}$. The optical transmittance at 550nm for the IZO(95nm) monolayer is 81.6%, and for the IZO(40)/Ag/IZO(40nm) multilayers with Ag thickness 10, 15 and 20nm, is for 72.8, 78.6, and 63.9%, respectively. The defrost test showed that the film with the lowest RS had the highest heat generation rate (HGR) for the same applied voltage. The results indicated that IZO(40)/Ag(15)/IZO(40nm) multilayer has the best suitable property, which is a promising thin film heater for the application in vehicle windshield.

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A Study on the Structural and Magnetoresistance Properties of Co/Ag Multilayers (Co/Ag 다층박막의 구조 및 자기저항 현상에 관한 연구)

  • 이용규;이성래
    • Journal of the Korean Magnetics Society
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    • 제6권2호
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    • pp.86-92
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    • 1996
  • The structural, magnetic and magnetoresistance properties of Co/Ag multilayer films prepared by thermal coevaporation were studied. When the Ag layer was $60{\AA}$ thick, the Co layer behaved ferromagnetically even with the thickness of $5{\AA}$. However, when the thickness of Ag layer was $30{\AA}$ and that of Co layer was less than $15{\AA}$ thick, the Co layer became discontinuous and the islands of Co behaved mostly superpararnagnetically. The maximum MR ratio, 6.1% was obtained in the $3000{\AA}\;Ag30{\AA}/Co10{\AA}$ Ag30 A ICo 10 A discontinuous multilayer. Agglomeration of the Co layer was promoted by annealing and hence MR ratio increased when the thickness of Ag layer was thinner than $15{\AA}$. The SiO underlayer enhanced the MR ratio in the $1000{\AA}$ thick multilayer via the layer structure improvement.

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