• 제목/요약/키워드: intelligent material

검색결과 310건 처리시간 0.022초

탄탈륨 도핑 및 나노사이즈의 금입자분산된 $TiO_2$ 박막에서의 광전극 특성 비교 (Comparison of Photoelectrode Properties Between $TiO_2$ Thin films Doped with Tantalum and Dispersed with Nanosize Gold)

  • 윤종원;정경한;;권영수
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2004년도 하계학술대회 논문집 Vol.5 No.2
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    • pp.861-864
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    • 2004
  • 본 연구에서는 Ta이 도핑된 $TiO_2$$Au/TiO_2$ nanocomposite 박막을 co-sputtering법으로 제작하였다. Ta-doped $TiO_2$ 박막은 금흥석(rutile)에서 아나타제 상으로 변하는 구조를 유도하는 고용체를 형성했다. $Au/TiO_2$ nanocomposite film의 경우에는, 지름이 약 15 nm인 Au particles들이 $TiO_2$ matrix에 균질하게 분포되었다. Ta가 도핑된 $TiO_2$ 전극과 $Au/TiO_2$ 나노 콤포사이트 전극의 anodic photocurrents가 UV뿐만 아니라 가시광선 영역에서도 관찰되었다. Ta이 도핑된 $TiO_2$ 전극과 $Au/TiO_2$ 나노 콤포사이트 사이의 가시광선 영역에서 photoresponse는 계면 상태로 부터의 bandgap의 감소와 전자의 photoexcitation 때문이다.

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Formulation of the Neural Network for Implicit Constitutive Model (I) : Application to Implicit Vioscoplastic Model

  • Lee, Joon-Seong;Lee, Ho-Jeong;Furukawa, Tomonari
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제9권3호
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    • pp.191-197
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    • 2009
  • Up to now, a number of models have been proposed and discussed to describe a wide range of inelastic behaviors of materials. The fatal problem of using such models is however the existence of model errors, and the problem remains inevitably as far as a material model is written explicitly. In this paper, the authors define the implicit constitutive model and propose an implicit viscoplastic constitutive model using neural networks. In their modeling, inelastic material behaviors are generalized in a state space representation and the state space form is constructed by a neural network using input-output data sets. A technique to extract the input-output data from experimental data is also described. The proposed model was first generated from pseudo-experimental data created by one of the widely used constitutive models and was found to replace the model well. Then, having been tested with the actual experimental data, the proposed model resulted in a negligible amount of model errors indicating its superiority to all the existing explicit models in accuracy.

진화적 알고리즘을 이용한 비탄성방정식의 구성 파라미터 결정 (Constitutive Parameter Identification of Inelastic Equations Using an Evolutionary Algorithm)

  • 이은철;이준성;고천지성
    • 한국지능시스템학회논문지
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    • 제19권1호
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    • pp.96-101
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    • 2009
  • 본 논문에서는 제안된 진화적 알고리즘을 바탕으로 한 비탄성 구성방정식의 파라미터를 결정하기 위한 방법을 제시한다. 이 방법의 장점은 오차를 갖고 있는 측정된 데이터들이나 모델 방정식들이 부정확하더라도 적절한 파라미터들이 결정되어진다는 것이다. 실험설계는 단축하중과 일정 온도조건하의 샤보쉬 재료모델의 파라미터 결정에 적합하였다. 동시에 모델의 파라미터들은 실험데이터들과 제안한 방법에 의한 값들과 일치하였다. 다른 방법들에 의한 값들과 비교해 본 결과, 제안한 방법에 의한 응력-변형률 선도는 실제적인 재료거동에 비해 좋게 나타났다.

On the receding contact plane problem for bi-FGM-layers indented by a flat indenter

  • Cong Wang;Jie Yan;Rui Cao
    • Structural Engineering and Mechanics
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    • 제85권5호
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    • pp.621-633
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    • 2023
  • The major objective of this paper is to study the receding contact problem between two functional graded layers under a flat indenter. The gravity is assumed negligible, and the shear moduli of both layers are assumed to vary exponentially along the thickness direction. In the absence of body forces, the problem is reduced to a system of Fredholm singular integral equations with the contact pressure and contact size as unknowns via Fourier integral transform, which is transformed into an algebraic one by the Gauss-Chebyshev quadratures and polynomials of both the first and second kinds. Then, an iterative speediest descending algorithm is proposed to numerically solve the system of algebraic equations. Both semi-analytical and finite element method, FEM solutions for the presented problem validate each other. To improve the accuracy of the numerical result of FEM, a graded FEM solution is performed to simulate the FGM mechanical characteristics. The results reveal the potential links between the contact stress/size and the indenter size, the thickness, as well as some other material properties of FGM.

Properties and Application of Metal Sulfide Powder

  • Park, Dong-Kyu;Bae, Sung-Yeal;Ahn, In-Shup;Jung, Kwang-Chul
    • 한국분말야금학회:학술대회논문집
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    • 한국분말야금학회 2006년도 Extended Abstracts of 2006 POWDER METALLURGY World Congress Part2
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    • pp.918-920
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    • 2006
  • Metal sulfide powders such as MnS, $MoS_2$ and FeS are simply used to the machinery processing improvement agent and solid lubricant in powder metallurgy industrial. And then, metal sulfide powders have received relatively little attention from powder metallurgy. Recently, the portable machine is one of the important interfaces between human or human and electronic machine. With the increase of the intelligent activity, the social and industrial demands for information display device and power source are increasing. The transition metal sulfide materials (FeS, ZnS) have received considerable attention due to the large variety of its electric, optical and magnetic properties. Among the metal sulfide, $FeS_2$ is appealing superior material for applications in $Li-2^{nd}$ battery because of high capacity. ZnS is also a famous phosphor material with various luminescence properties, such as photoluminescence (PL) and electroluminescence (EL). So generally used in the fields of display, sensors and laser. Metal sulfide materials, therefore, are provided for most widely application in all industries. In recent years, material researchers have become increasingly interested in studying with synthesis of metal sulfide.

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차단물질 특성 판정을 위한 지능형 분류기 설계에 관한 연구 (A Study on the Design of Intelligent Classifier for Decision of Quality of Barrier Material)

  • 김성호;윤성웅
    • 한국지능시스템학회논문지
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    • 제18권2호
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    • pp.230-235
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    • 2008
  • 최근 LG화학은 '하이페리어(HYPERIER)'라 불리우는 고차단성의 고급 엔지니어링 플라스틱 신소재를 개발하였다. 이 소재는 LDPE(Low-Density Poly Ethylene)로 구성된 나노복합소재로 만들어졌으며, 여러 층으로 구성된다. 생산라인에서 산출된 최종 생산품의 품질을 보증하기 위해서는 하이페리어 내부에 존재하는 층들의 존재 유/무를 식별하기 위한 시험장비가 요구된다. 본 논문에서는 하이페리어 내부에 존재하는 층들의 유무를 조사하기 위해 사용될 수 있는 초음파 테스트 장치를 소개하고, 사람이 직접 계측된 신호를 검사하여 품질을 분류하는 기존의 시스템의 성능향상을 위해 FFT와 PCA, BP 신경망을 통하여 품질을 분류(양품/불량품)하는 기법을 제안하며, 시뮬레이션을 통하여 제안된 기법의 유용성을 확인해 보고자 한다.

Synthesis and Electrochemical Characterization of Reduced Graphene Oxide-Manganese Oxide Nanocomposites

  • Lee, Yu-Ri;Song, Min-Sun;Lee, Kyung-Min;Kim, In-Young;Hwang, Seong-Ju
    • Journal of Electrochemical Science and Technology
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    • 제2권1호
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    • pp.1-7
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    • 2011
  • Nanocomposites of reduced graphene oxide and manganese (II,III) oxide can be synthesized by the freeze-drying process of the mixed colloidal suspension of graphene oxide and manganese oxide, and the subsequent heat-treatment. The calcined reduced graphene oxide-manganese (II,III) oxide nanocomposites are X-ray amorphous, suggesting the formation of homogeneous and disordered mixture without any phase separation. The reduction of graphene oxide to reduced graphene oxide upon the heat-treatment is evidenced by Fourier-transformed infrared spectroscopy. Field emission-scanning electronic microscopy and energy dispersive spectrometry clearly demonstrate the formation of porous structure by the house-of-cards type stacking of reduced graphene oxide nanosheets and the homogeneous distribution of manganese ions in the nanocomposites. According to Mn K-edge X-ray absorption spectroscopy, manganese ions in the calcined nanocomposites are stabilized in octahedral symmetry with mixed Mn oxidation state of Mn(II)/Mn(III). The present reduced graphene oxide-manganese oxide nanocomposites show characteristic pseudocapacitance behavior superior to the pristine manganese oxide, suggesting their applicability as electrode material for supercapacitors.

적응 퍼지제어기를 이용한 분산 Multi Vehicle의 컬러인식을 통한 물체이송에 관한 연구 (A Study for Color Recognition and Material Delivery of Distributed Multi Vehicles Using Adaptive Fuzzy Controller)

  • 김훈모
    • 대한기계학회논문집A
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    • 제25권2호
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    • pp.323-329
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    • 2001
  • In this paper, we present a collaborative method for material delivery using a distributed vehicle agents system. Generally used AGV(Autonomous Guided Vehicle) systems in FA require extraordinary facilities like guidepaths and landmarks and have numerous limitations for application in different environments. Moreover in the case of controlling multi vehicles, the necessity for developing corporation abilities like loading and unloading materials between vehicles including different types is increasing nowadays for automation of material flow. Thus to compensate and improve the functions of AGV, it is important to endow vehicles with the intelligence to recognize environments and goods and to determine the goal point to approach. In this study we propose an interaction method between hetero-type vehicles and adaptive fuzzy logic controllers for sensor-based path planning methods and material identifying methods which recognizes color. For the purpose of carrying materials to the goal, simple color sensor is used instead vision system to search for material and recognize its color in order to determine the goal point to transfer it to. The proposed method reaveals a great deal of improvement on its performance.

적응 퍼지제어기를 이용한 컬러식별 Multi Vehicle의 물류이송을 위한 다중제어기 설계 (A Design of Color-identifying Multi Vehicle Controller for Material Delivery Using Adaptive Fuzzy Controller)

  • 김훈모
    • 한국정밀공학회지
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    • 제18권5호
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    • pp.42-49
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    • 2001
  • In This paper, we present a collaborative method for material delivery using a distributed vehicle agents system. Generally used AGV(Autonomous Guided Vehicle) systems in FA(Factory Automation) require extraordinary facilities like guidepaths and landmarks and have numerous limitations for application in different environments. Moreover in the case of controlling multi vehicles, the necessity for developing corporation abilities like loading and unloading materials between vehicles including different types is increasing nowadays for automation of material flow. Thus to compensate and improve the functions of AGV, it is important to endow vehicles with the intelligence to recognize environments and goods and to determine the goal point to approach. In this study we propose an interaction method between hetero-type vehicles and adaptive fuzzy logic controllers for sensor-based path planning methods and material identifying methods which recognizes color. For the purpose of carrying materials to the goal, simple color sensor is used instead of intricate vision system to search for material and recognize its color in order to determine the goal point to transfer it to. The technique for the proposed method will be demonstrated by experiment.

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규제액면기법의 전사방식 광조형 시스템을 위한 이형력 감소 (Reducing Separation Force for Projection Stereolithography based on Constrained Surface Technique)

  • 김혜정;하영명;박인백;김민섭;조광호;이석희
    • 한국정밀공학회지
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    • 제30권9호
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    • pp.1001-1006
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    • 2013
  • Projection-based stereolithography is divided into constrained-surface and free-surface type according to controlling liquid layer. The constrained-surface type has a uniform layer thickness due to the use of a projection window, which covers the pattern generator such as liquid crystal display. However, the adhered resin on the projection window causes trouble and requires great separation force when the cured layer is separated from the window. To minimize the separation force, we developed a system to measure the separation force. The influence of material covering the pattern generator and the resin temperature is investigated in the system. Several structures according to the resin temperature and the velocity of z-axis elevation are compared. As a result, the fabrication condition to minimize the separation force reduces the process time.