• 제목/요약/키워드: Support Layer

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Parzen Density Estimation과 Multi-class SVM을 이용한 지능형 고장진단 방법 (An Intelligent Fault Detection and Diagnosis Approaches using Parzen Density Estimation and Multi-class SVMs)

  • 서광규
    • 대한안전경영과학회지
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    • 제11권1호
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    • pp.87-91
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    • 2009
  • 본 논문은 상대적으로 새로운 기법인 Parzen Density Estimation과 Multi-class SVM을 이용한 지능형 고장 탐색과 진단 방법을 제안하고 있다. 본 연구에서는 롤링 베어링을 대상으로 고장을 탐색하고 진단하기 위한 방법을 제안하는데 Parzen Density Estimation과 Multi-class SVM은 고장 클래스를 잘 표현할 수 있다. Parzen Density Estimation은 새로운 패턴 데이터의 거절과 알려진 데이터 패턴의 밀도의 평가에 의해 새로운 패턴을 찾아낼 수 있고, Multi-class SVM 기반의 방법은 여러 클래스의 고장을 support vector로 표현하여 고장 패턴을 찾아낼 수 있다. 본 연구에서는 실제의 다중 클래스를 가지는 롤링 베어링의 고장 데이터를 사용하여 고장 패턴을 탐색하는 과정을 보여주는데, 커널함수의 적절한 파라미터의 선택에 의한 Multi-class SVM 기반의 방법이 multi-layer perceptron이나 Parzen Density Estimation 방법보다 우수함을 입증한다.

Advances in MEMS Based Planar VOA

  • Lee, Cheng-Kuo;Huang, RueyShing
    • JSTS:Journal of Semiconductor Technology and Science
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    • 제7권3호
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    • pp.183-195
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    • 2007
  • MEMS technology is proven to be an enabling technology to realize many components for optical networking applications. Due to its widespread applications, VOA has been one of the most attractive MEMS based key devices in optical communication market. Micromachined shutters and refractive mirrors on top of silicon substrate or on the device layer of SOI (Silicon-on-insulator) substrate are the approaches trapped tremendous research activities, because such approaches enable easier alignment and assembly works. These groups of devices are known as the planar VOAs, or two-dimensional (2-D) VOAs. In this review article, we conduct the comprehensively literature survey with respect to MEMS based planar VOA devices. Apparently MEMS VOA technology is still evolving into a mature technology. MEMS VOA technology is not only the cornerstone to support the future optical communication technology, but the best example for understanding the evolution of optical MEMS technology.

Fabrication of $TiO_2-CeO_2$ Composite Membranes with Thermal Stability

  • Bae, Dong-Sik;Han, Kyong-Sop;Park, Sang-Hael
    • The Korean Journal of Ceramics
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    • 제1권4호
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    • pp.219-223
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    • 1995
  • Ceramic membranes of the supported $TiO_2-CeO_2$ were prepared by dip-coating method on an $\alpha-Al_2O_3$ porous substrate. The mean pore diameter of an alumina support was 0.125 um. The mean particle diameter of $TiO_2-CeO_2$ top layer varied with firing temperature and ranged from 20 to 85 nm. The thermal stability of the composite membranes was studied from their surface microstructure after calcination at $600-900^{\circ}C$. The supported $TiO_2-CeO_2$ composite membranes exhibited much higher heat resistance than the $TiO_2$ membrane.

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DTDMA 기반 초기 망가입 단말의 효율적 위치 추정 방법 (Method for Position Estimation of Network Entry Terminal based on DTDMA(Dynamic Time Division Multiple Access))

  • 서난솔
    • 한국군사과학기술학회지
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    • 제15권5호
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    • pp.623-629
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    • 2012
  • In this paper, we analysis the performance of position estimation when adopting Dynamic TDMA(DTDMA) in JTIDS RelNav. JTIDS RelNav is widely understood as a new navigation solution possibly capable to support or take cover of the role of conventional systems including INS or GPS no matter if they are working well or not. By maximizing the efficiency of radio resource management in MAC(Medium Access Control) layer we enhance the system performance without any replacement of hardware.

저압용 방수 콘센트의 개발 및 평가에 관한 연구 (A Study on the Development and Estimation of Waterproof Outlet for Low Voltage)

  • 최충석;김창성
    • 전기학회논문지P
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    • 제57권2호
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    • pp.181-185
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    • 2008
  • In this paper, we investigates accident actual conditions of electric outlet for low voltage that is used into interior and clear hazardous factor. Electric outlet for general can know that melting of socket-outlet and carbonization of support occur if a contaminant becomes burnout because is flowed in. Existent outlet consists of structure that special quality is good but inflow of a contaminant is easy when is dry. But, waterproof outlet passes silicon layer and have connected structure plug. As developed outlet covers whole surface and back side, interval was shut. Safety pin of developed outlet was established to operate to vertical direction. Therefore, we estimate that contribute on prevention of electrical disaster if use developed outlet to a restaurant, a laundry, a laboratory etc.

CoAP-based Reliable Message Transmission Scheme in IoT Environments

  • Youn, Joosang;Choi, Hun
    • 한국컴퓨터정보학회논문지
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    • 제21권1호
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    • pp.79-84
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    • 2016
  • In this paper, we propose reliable message transmission scheme based on CoAP, considering the constrained feature of IoT device, such as low power, the limited memory size and low computing capacity. Recently, the various kinds of application protocol has been studied to support IoT environments. In particular, CoAP protocol was developed as application protocol for IoT at the IETF core WG. However, because CoAP protocol is deigned to be used in constrained node, this protocol uses UDP at transport layer. Thus, data loss may occur frequently in network congestion environments. The proposed scheme, in this paper, is to overcome the problem of frequent data loss with low overhead. Also it includes the function which is to minimize the data loss in sleep mode of IoT device.

IEEE 802.11e기반 Mobile IPv6망에서 DiffServ를 이용한 신호처리 성능에 관한 연구 (The Study of Signal Processing Performance using DiffServ in Mobile IPv6 Network Based on IEEE 802.11e)

  • 손성찬;조경철;조병학
    • 한국정보통신설비학회:학술대회논문집
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    • 한국정보통신설비학회 2005년도 하계학술대회
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    • pp.338-341
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    • 2005
  • Recently there are increasing needs for Internet and various kinds of contents. These traffics for various contents need more amount of data to provide high-quality information and require various QoS depending on the characteristics of contents. However, current Internet service supports BE (Best Effort) service only, therefore IntServ (Integrated Service) scheme and DiffSserv (Differentiated Service) scheme are represented to support QoS in IP layer. This paper describes new scheme that provides QoS taking into account the traffic characteristics over Mobile IPv6 network based on IEEE 802.11e by decreasing signal process time using traffic class of DiffServ and evaluates the performance through computer simulation.

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무선 인터넷 망에서 링크 계층 정보를 이용한 마이크로 이동성 관리 기법 (Micro-mobility Management Scheme Using Link-layer Information in the Wireless Internet)

  • 정상환;김도현;조유제
    • 한국통신학회논문지
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    • 제28권6B호
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    • pp.563-572
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    • 2003
  • 차세대 이동 통신망 환경에 Mobile IP 방식을 적용하였을 경우 빈번히 발생하는 핸드오프로 인한 재등록 과정의 오버헤드 증가와 등록 시의 지연으로 인한 패킷 손실 증가 등의 마이크로 이동성(micro-mobility) 문제가 발생할 수 있다. 본 논문에서는 이 문제의 해결을 위해 IP 기반 무선 액세스 망에서 마이크로 이동성을 효율적으로 지원하는 ANMM(Access Network Mobility Management) 방식을 제안한다. ANMM 방식은 액세스 망 내에서 노드가 이동할 때 발생하는 핸드오프 등록 과정을 액세스 망 자체적으로 처리하여 등록 지연과 시그널링 오버헤드를 감소시킨다. 또한 핸드오프 시의 무선 구간에서의 시그널링을 최소화하여 무선 자원의 낭비를 줄일 수 있다.

웹 브라우져와 CGI 프로그램 사이의 보안 통신을 지원하는 시스템 설계 및 구현 (Design and Implementation of the System Supporting Security Communication between a Web Browser and a CGI Program)

  • 이준석
    • 한국정보처리학회논문지
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    • 제6권3호
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    • pp.641-653
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    • 1999
  • The paper is design and implementation of the system to support security communication between a Web Browser and a CGI program by a Web Server using PKI(Public Key Infrastructure. This system uses GSS(Generic Security Service)-API to communicate with PKI, offers a Web user a Client Proxy, and offers a CGI developer there library functions related with security. TLS(Transport Layer Security) supports security communication between a Web Browser and a Web Server, but the system supports security communication between a Web Browser and a CGI program as the protected data received from a Client Proxy are sent to a CGI program, and the CGI program decrypts the data using the library functions supported by this system.

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Concept, Manufacture and Results of the Microtubular Solid Oxide Fuel Cell

  • Sammes, Nigel;Galloway, Kevin;Yamaguchi, Toshiaki;Serincan, Mustafa
    • Transactions on Electrical and Electronic Materials
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    • 제12권1호
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    • pp.1-6
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    • 2011
  • This paper summarized concept, manufacture and results of the micro-tubular solid oxide fuel cells (SOFCs). The cells were fabricated by co-sintering of extruded micro-tubular anode support and electrolyte coating layer, and then additional cathode coating. The cells showed quick voltage rising within 1 minute, and the electrochemical performances were closely related to the balance of fuel utilization and performance loss. And a thermal-fluid simulation model was also reported in combination with the electrochemical evaluation results on the GDC-based micro-tubular SOFCs.