• 제목/요약/키워드: multi forming

검색결과 507건 처리시간 0.026초

Modeling of surface roughness in electro-discharge machining using artificial neural networks

  • Cavaleri, Liborio;Chatzarakis, George E.;Trapani, Fabio Di;Douvika, Maria G.;Roinos, Konstantinos;Vaxevanidis, Nikolaos M.;Asteris, Panagiotis G.
    • Advances in materials Research
    • /
    • 제6권2호
    • /
    • pp.169-184
    • /
    • 2017
  • Electro-Discharge machining (EDM) is a thermal process comprising a complex metal removal mechanism. This method works by forming of a plasma channel between the tool and the workpiece electrodes leading to the melting and evaporation of the material to be removed. EDM is considered especially suitable for machining complex contours with high accuracy, as well as for materials that are not amenable to conventional removal methods. However, several phenomena can arise and adversely affect the surface integrity of EDMed workpieces. These have to be taken into account and studied in order to optimize the process. Recently, artificial neural networks (ANN) have emerged as a novel modeling technique that can provide reliable results and readily, be integrated into several technological areas. In this paper, we use an ANN, namely, the multi-layer perceptron and the back propagation network (BPNN) to predict the mean surface roughness of electro-discharge machined surfaces. The comparison of the derived results with experimental findings demonstrates the promising potential of using back propagation neural networks (BPNNs) for getting a reliable and robust approximation of the Surface Roughness of Electro-discharge Machined Components.

기업책임경영(RBC)의 국제입법동향과 정책적 시사점 (International Legislative Trends on Responsible Business Conduct (RBC) and its Implications on Policy)

  • 안건형;조인호;권희환
    • 무역상무연구
    • /
    • 제75권
    • /
    • pp.199-224
    • /
    • 2017
  • As Multi-National Enterprises expanded their investments to foreign countries, numerous controversies and disputes arose from their negative impacts, such as violations of human rights and damage to the environment of the host countries. In response, International Organizations such as the OECD have considered various ways to prevent these negative impacts and search for more efficient dispute resolution methods. It is recognized that the OECD Guideline is one of the tools they created for this purpose. The OECD Guideline is contrastable from Corporate Social Responsibility (CSR) initiatives which are regarded as a corporation's charity activities apart from their core business functions. However, Responsible Business Conduct (RBC) like the OECD Guideline can be understood as a concept moving forward from CSR, due to its requirements that corporations carry out their duties in a responsible manner within the field of their core business, such as tax, global supply chain or consumer protection. RBC which is binding in nature, has even been implemented through legislation in developed countries such as the USA, France, Switzerland, and the UK. The discussion in Korea, however, has not reached that level. Discussions for legislation center singularly on CSR efforts, with a dialogue only recently forming around the topic of legislation concerning RBC. Small and medium sized enterprises (SMEs) who lack certain financial and other resources to adequately develop RBC initiatives may find this more obstacles to implementation through legislated RBC, than if it were presented in Korea through other means. It's necessary to admit that RBC is a critical issue in international business. However, time is required to consider its application directly to SMEs.

  • PDF

일본의 직업교육·훈련제도의 특성과 최근의 변화 (The Characteristics of Japanese Vocational Education and Training System and Its Recent Changes)

  • 김삼수
    • 노동경제논집
    • /
    • 제26권2호
    • /
    • pp.61-95
    • /
    • 2003
  • 이 논문에서는 노동시장과의 관련하에서 일본의 직업교육훈련제도의 특징과 최근의 변화 양상 및 의의를 구명하였다. 분석 틀로서는 마스텐(D. Marsden)과 미야모토(宮本光晴)의 고용제도 모형을 이용하였다. '지적숙련논쟁'의 검토 등을 통해 고도성장기 및 오일쇼크기에 형성된 일본의 직업교육훈련제도의 본질적 특징이 '직업능력으로서의 숙련'이 제도화되지 않은 채 OJT 중신의 기업내 훈련을 통해 직능자격제도상의 내부 승진에 의해 어는 정도 높은 수준의 다기능공으로서 기능을 형성하는 데 있음을 지적하였다. 최근의 장기 불황하에서 이러한 내부노동시장은 커다란 도전을 받고 있는데 그 변화의 방향은 내부노동시장의 붕괴가 아니다. 확대되는 외부노동시장을 자격제도의 정비에 의해 직업별 노동시장으로 정비하고 그것에 의해 내부노동시장을 유지해 나가는 정책 방향인 것을 구체적인 정책분석을 통해 밝혔다.

  • PDF

Water vapor permeation properties of $Al_2O_3/TiO_2$ passivation layer on a poly (ether sulfon) substrate

  • 권태석;문연건;김웅선;문대용;김경택;한동석;신새영;박종완
    • 한국진공학회:학술대회논문집
    • /
    • 한국진공학회 2010년도 제39회 하계학술대회 초록집
    • /
    • pp.160-160
    • /
    • 2010
  • Organic electronic devices require a passivation layer to ensure sufficient lifetime. Specifically, flexible organic electronic devices need a barrier layer that transmits less than $10^{-6}\;g/m^2/day$ of water and $10^{-5}\;g/m^2/day$ of oxygen. To increase the lifetime of organic electronic device, therefore, it is indispensable to protect the organic materials from water and oxygen. Severe groups have reported on multi-layerd barriers consisting inorganic thin films deposited by plasma enhenced chemical deposition (PECVD) or sputtering. However, it is difficult to control the formation of granular-type morphology and microscopic pinholes in PECVD and sputtering. On the contrary, atomic layer deoposition (ALD) is free of pinhole, highly uniform, conformal films and show good step coverage. In this study, the passivation layer was deposited using single-process PEALD. The passivation layer, in our case, was a bilayer system consisting of $Al_2O_3$ films and a $TiO_2$ buffer layer on a poly (ether sulfon) (PES) substrate. Because the deposition temperature and plasma power have a significant effect on the properties of the passivation layer, the characteristics of the $Al_2O_3$ films were investigated in terms of density under different deposition temperatures and plasma powers. The effect of the $TiO_2$ buffer layer also was also addressed. In addition, the water vapor transmission rate (WVTR) and organic light-emitting diode (OLEDs) lifetime were measured after forming a bilayer composed of $Al_2O_3/TiO_2$ on a PES substrate.

  • PDF

제품 및 금형 연계 창의 캡스톤 디자인 교육과정에 관한 연구 (A development of creative capstone design process by product and mold design)

  • 김경아;한성렬
    • Design & Manufacturing
    • /
    • 제13권4호
    • /
    • pp.45-50
    • /
    • 2019
  • The fourth industrial revolution calls for an integrated talent by improving working-level skills within the big framework of creativity and convergence. Therefore, university education focuses on solving the problem of practical ability education by improving employment ability. Based on this improvement in practical skills, this study is based on the field-based design curriculum of Capstone. Currently, the Capstone Design Course is being implemented at most universities, extending its scope to the fields of engineering, humanities, social studies and arts. However, there is a limit to the core concept of Capstone design education and capacity education developed in line with the foreign educational environment and applied directly to our nation's university education. In terms of overseas cases, the core focus is to develop practical, design, and prototype capabilities by forming a team among all grades and multidisciplinary institutions to support the capital and manpower of the industry. However, the nation's industrial linkage and curriculum have difficulties in carrying out multi-disciplinary education. In this study, students were asked to team up and solve the challenges that the industry needs based on the expertise acquired in the lower grade curriculum by applying majors and 3D printing through the first and second semester courses of the fourth grade to address these limitations. In addition, business skills for the process of creativity and leadership experience in our country through a suitable design capstone class to review the efficiency of education by applying a model. In order to achieve the purpose of Capstone design subject, the goal setting, class model composition, class model application, verification and evaluation, and final class model development procedures were carried out. Through this process, it will be used as a basic material for educating design class capstone design.

하향링크 MIMO 시스템을 위한 공간분할 다중접속 기술 (A Space Division Multiple Access Technique for Downlink MIMO Systems)

  • 임민중
    • 한국통신학회논문지
    • /
    • 제29권9A호
    • /
    • pp.1022-1030
    • /
    • 2004
  • 차세대 이동 및 우선통신 시스댐은 현재보나 얘우 큰 고속의 데이터 전송과 시스템 용량을 요구하고 였으며 이러한 요구를 충족시키기 위해서 복수의 안테나를 사용하여 송수신을 하는 MIMO(m 비 tiple input, multiple output) 기술이 널리 연구되고 있다 이 논문은 다수의 안테나를 가지고 있는 기지국, 소수의 안테나를 가지고 있는 단말기의 하향 링크에서 스케터령과 변동이 적으며 평탄한 페이딩 채널을 가정한다. 단영 사용가 MIMO 시스템에서 가지국이 채널상태정보를 가지고 있다연 SVD(singular value decomposition) 와 water filling 읍 사용 한 MIMO 기숭이 최대의 채널용량을 이룬다. 그러나 복수 사용자 시스템의 경우에는 공간분할 다중접속 기술을 이용하여, 보다 큰 전체 채널용량을 얻는 것이 가능하다 이 논문은 복수 사용가 시스템에서 각 사용자에게 복수 의 데이터 스트림을 전송하는 MIMO 공간분할 다중접속 기술을 제안한다. 제안하는 기술은 SVD 기반의 MIMO 기술이나 스마트 안테나를 사용한 공간분항 다중정속 기술보다 더 큰 전체 채널용량을 얻을 수 있다.

롤투롤 인쇄전자공정에서 중첩정밀도 향상을 위한 정렬패턴과 위치 측정시스템 (Alignment Patterns and Position Measurement System for Precision Alignment of Roll-to-Roll Printing)

  • 서영원;임성진;오동호
    • 대한기계학회논문집A
    • /
    • 제36권12호
    • /
    • pp.1563-1568
    • /
    • 2012
  • 인쇄전자는 RFID 나 유연 디스플레이 등의 전자회로나 소자를 인쇄방식으로 제작하는 공정이다. 특히 롤투롤과 같은 웹 이송방식 프린팅은 얇은 필름형태의 웹(Web)에 그라비아 인쇄나 고속 잉크젯과 같은 방법으로 이송중인 웹 상에 회로를 형성하는 공법이다. 이 공정은 생산단가가 저렴하고 고속생산이 가능하다는 이점이 있다. 다층구조를 가지는 회로나 디바이스를 생산할 때, 층과 층을 얼마나 정확하게 중첩시켜 인쇄하는가 하는 것은 인쇄된 전자회로의 집적도와 성능을 결정짓는 중요한 요소이다. 인쇄전자공법을 상용화하기 위해서 높은 중첩정밀도 구현이 선행되어야 한다. 본 연구에서는 롤투롤 인쇄방식에서 중첩정밀도의 향상을 위한 위치측정 시스템을 제안하고 신뢰성을 확인하였다. 또한 웹이 변형되었을 때의 측정 강인성도 실험적으로 확인하였다.

구조모델을 이용한 다공성 매질의 유효열전도도 분석 (An Experimental Analysis of Effective Thermal Conductivity of Porous Materials Using Structural Models)

  • 차장환;구민호;김영석
    • 한국지하수토양환경학회지:지하수토양환경
    • /
    • 제15권6호
    • /
    • pp.91-98
    • /
    • 2010
  • The effective thermal conductivity of porous materials is usually determined by porosity, water content, and the conductivity of the matrix. In addition, it is also affected by the internal structure of the materials such as the size, arrangement, and connectivity of the matrix-forming grains. Based on the structural models for multi-phase materials, thermal conductivities of soils and sands measured with varying the water content were analyzed. Thermal conductivities of dry samples were likely to fall in the region between the Maxwell-Eucken model with air as the continuous phase and the matrix as the dispersed phase ($ME_{air}$) and the co-continuous (CC) model. However, water-saturated samples moved down to the region between the $ME_{wat}$ model and the series model. The predictive inconsistency of the structural models for dry and water-saturated samples may be caused by the increase of porosity for water-saturated samples, which leads to decrease of connectivity among the grains of matrix. In cases of variably saturated samples with a uniform grain size, the thermal conductivity showed progressive changes of the structural models from the $ME_{air}$ model to the $ME_{wat}$ model depending on the water content. Especially, an abrupt increase found in 0-20% of the water content, showing transition from the $ME_{air}$ model to the CC model, can be attributed to change of water from the dispersed to continuous phase. On the contrary, the undisturbed soil samples with various sizes of grains showed a gradual increase of conductivity during the transition from the $ME_{air}$ model to the CC model.

SAW-ARQ를 활용하여 블루투스 하에서의 무선 홈 네트워크의 성능 분석 (Performance Analysis in Wireless Home Network using Bluetooth with SAW-ARQ)

  • 홍성화;강봉직
    • 한국산학기술학회논문지
    • /
    • 제11권5호
    • /
    • pp.1608-1615
    • /
    • 2010
  • 본 논문에서, 우리는 스캐터넷에서 저속 데이터 전송을 극복하기 위한 더블피코(Double Pico) 방안을 제서히 였다. 이는 고속 전송을 위한 새로운 애드혹 네트워크 토폴로지를 필요로 한다. 모든 노드는 릴레이 장비를 위해 기능을 동작한다. 더블 피코는 서로 다른 피코넷을 형성하는 두 블루투스 장비를 가지고 있다 모든 노드는 서로 다른 피코넷에서 링크를 만들 수 있다. 서로 다른 두 피코넷은 두 개의 블루투스 장비의 링크에의해 하나의 노드로 링크되며, 따라서 애드혹 망을 구성하게 된다. 본 논문에서는 최대 전송 속도 475kbps를 지원하는 더블 피코 방안을 제시하였다. 이 방안은 일반적인 블루투스 스펙과 시뮬레이션 결과와 비교하여 전통적인 블루투스 애드혹 토폴로지보다 보다 빠른 속도를 지원한다. 특히 본 논문에서는 PER에서의 간섭 효과, 성능 분석과 더블 피코하에서의 SAW(Stop and Wait)-ARQ 성능 향상에 초점을 두었다.

Molecular gas and star formation in early-type galaxies

  • Bureau, Martin
    • 천문학회보
    • /
    • 제36권2호
    • /
    • pp.65-65
    • /
    • 2011
  • Early-type galaxies represent the end point of galaxy evolution and, despite pervasive residual star formation, are generally considered "red and dead", that is composed exclusively of old stars with no star formation. Here, their molecular gas content is constrained and discussed in relation to their evolution, supporting the continuing importance of minor mergers and/or cold gas accretion. First, as part of the Atlas3D survey, the first complete, large, volume-limited survey of CO in normal early-type galaxies is presented. At least of 23% of local early-types possess a substantial amount of molecular gas, the necessary ingredient for star formation, independent of mass and environment but dependent on the specific stellar angular momentum. Second, using CO synthesis imaging, the extent of the molecular gas is constrained and a variety of morphologies is revealed. The kinematics of the molecular gas and stars are often misaligned, implying an external gas origin in over a third of all systems, more than half in the field, while external gas accretion must be shot down in clusters. Third, many objects appear to be in the process of forming regular kpc-size decoupled disks, and a star formation sequence can be sketched by piecing together multi-wavelength information on the molecular gas, current star formation, and young stars. Fourth, early-type galaxies do not seem to systematically obey all our usual prejudices regarding star formation (e.g. Schmidt-Kennicutt law, far infrared-radio continuum correlation), suggesting a greater diversity in star formation processes than observed in disk galaxies and the possibility of "morphological quenching". Lastly, a first step toward constraining the physical properties of the molecular gas is taken, by modeling the line ratios of density- and opacity-sensitive molecules in a few objects. Taken together, these observations argue for the continuing importance of (minor) mergers and cold gas accretion in local early-types, and they provide a much greater understanding of the gas cycle in the galaxies harbouring most of the stellar mass. In the future, better dust masses and dust-to-gas mass ratios from Herschel should allow to place entirely independent constraints on the gas supply, while spatially-resolved high-density molecular gas tracers observed with ALMA will probe the interstellar medium and star formation laws locally in a regime entirely different from that normally probed in spiral galaxies.

  • PDF