• 제목/요약/키워드: Network degradation

검색결과 683건 처리시간 0.026초

신경회로망을 이용한 부분방전 메카니즘의 진단과 수명예측 (A Lifetime Prediction and Diagnosis of Partial Discharge Mechanism Using a Neural Network)

  • 이영상;김재환;김성홍;임윤석;장진강;박재준
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1998년도 추계학술대회 논문집 학회본부 C
    • /
    • pp.910-912
    • /
    • 1998
  • In this paper, we purpose automatic diagnosis in online, as the fundamental study to diagnose the partial discharge mechanism and to predict the lifetime, by introduction a neural network. In the proposed method, Ire use acoustic emission sensing system and calculate a fixed quantity statistic operator by pulse number and amplitude. Using statically operators such as the center of gravity(G) and the gradient of the discharge distribute(C), we analyzed the early stage and the middle stage. the fixed quantity statistic operators are learned by a neural network. The diagnosis of insulation degradation and a lifetime prediction by the early stage time are achieved. On the basis of revealed excellent diagnosis ability through the neural network learning for the patterns during degradation, it was proved that the neural network is appropriate for degradation diagnosis and lifetime prediction in partial discharge.

  • PDF

위성망에서 ATM 셀 전송에 관한 연구 (A Study on the ATM Cell Transmission in the Satellite Network)

  • 김신재;김동규;김병균;최형진
    • 한국통신학회논문지
    • /
    • 제21권10호
    • /
    • pp.2687-2702
    • /
    • 1996
  • It is desirable that the implementation of next generation information infrastructure is the Integrated Network combining the satellite and the terrestrial network. The application of the ATM network being the dominant infrastrure of terrestrial network to the satellite network is being studied variously. Considering these concepts, this paper analyzes due to ATM transport via satellite, evaluates the degradation of QoS and proposes reliable method of ATM cell transport via satellite. Because ATM is investigated with the optical fiber which is almost error free characteristics, the practical application of ATM transport via satellite essentially need the channel coding(FEC:Forward Error Correction) to enhance BER performance. But using the FEC coding, satellite link has burst error characteristics which evoke severe performance degradation fo ATM QoS. Therefore in satellite link, we analyze burst error characteristics using experimental results of computer simulation. Then to compensate these characteristics, based on this analysis and HEC dual mode algorithm we propose various interleaver structures(Block interleaver, Intra interlever, and Inter-Intra interleaver) to improve cell transmission QoS. We execute performance evaluations of iterleaver structures by computer simulation.

  • PDF

이동 통신망에서 적응형 구조의 호 저하 시간 비율 추정 (Estimation of Degradation Period Ratio for Adaptive Framework in Mobile Cellular Networks)

  • 정성환;이세진;홍정완;이창문
    • 한국경영과학회:학술대회논문집
    • /
    • 한국경영과학회/대한산업공학회 2003년도 춘계공동학술대회
    • /
    • pp.441-447
    • /
    • 2003
  • Recently there is a growing Interest In mobile cellula r network providing multimedia service. However, the link bandwidth of mobile cellular network is not sufficient enough to provide satisfactory services to use rs. To overcome this problem, an adaptive framework has been proposed in this study, we propose a new method of estimating DPR(degradation period ratio) in an adaptive multimedia network where the bandwidth of ongoing call can be dynamically adjusted during its lifetime. DPR is a QoS(quality of service) parameter which represents the ratio of allocated bandwidth below a pre-defined target to the whole service time of a call. We improve estimation method of DPR using DTMC(discrete time Markov chain) model. We also calculate mean degradation period and degradation probability more precisely than in existing studies. Under Threshold CAC(call admission control) algorithm, we present analytically how to guarantee QoS to users and illustrate the method by numerical examples. The proposed method is expected to be used as one of CAC schemes in guaranteeing predefined QoS level of DPR

  • PDF

내부 네트워크의 성능저하요인에 따른 이산화탄소 배출에 관한 연구 (A Study of Carbon Dioxide Emissions due to the Performance Degradation Factors of An Inner Network)

  • 전정훈
    • 한국통신학회논문지
    • /
    • 제36권11B호
    • /
    • pp.1315-1322
    • /
    • 2011
  • 최근 지구온난화 문제는 전 세계의 매우 심각한 환경문제로 대두되고 있으며, 이를 해결하기 위한 방안으로 '그린 IT'가 이슈화되고 있다. 이러한 상황에서 네트워크는 진화와 함께 다양한 공격기술들이 나타나고 있어, 대부분의 여러 보안장치 및 시스템들을 추가 배치하고 있다. 그러나 이와 같은 네트워크 구축방법은 내부 네트워크의 성능과 보안에 큰 영향을 미치며, $CO_2$의 배출량을 증가시키고 있다. 따라서 본 논문은 내부 네트워크의 성능저하요인에 따른 $CO_2$배출을 분석하여, 향후 내부 네트워크의 성능 및 보안성 향상과 IT분야의 $CO_2$배출을 경감하기 위한 자료로 활용될 것으로 기대한다.

선박 네트워크에서 신뢰성있는 멀티미디어 데이터 전송을 위한 자원 관리 기법 (A Resource Management Scheme for Reliable Multimedia Data Transmission in Ship Area Networks)

  • 김진우;이성로
    • 한국통신학회논문지
    • /
    • 제40권7호
    • /
    • pp.1377-1384
    • /
    • 2015
  • 본 논문에서는 혼잡상황에서 발생할 수 있는 비디오 프레임 손실을 방지하기 위한 자원 관리 기법을 제안하였다. WiMedia 프로토콜은 고속의 전송속도를 지원하기 때문에, 선박 네트워크(ship area network)등과 같은 환경에서 고속의 전송률을 요구하는 실시간 멀티미디어 서비스 제공과 같은 응용분야에 적합하다. 하지만, 혼잡 상황에서는 프레임의 중요도에 관계없이 프레임을 파기하기 때문에, 동영상 전송 품질의 저하의 원인이 되기도 한다. 본 논문에서는 기존의 WiMedia 프로토콜에서는 혼잡상황을 적절하게 대처하지 못하여 발생하는 네트워크 성능저하를 해결하는 자원 관리 기법을 제안하였다.

미사용 대역폭에 의한 NG-EPON 의 성능 감소 평가 (Evaluation of Performance Degradation for NG-EPON with Unused Bandwidth)

  • 한만수
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국정보통신학회 2015년도 추계학술대회
    • /
    • pp.367-368
    • /
    • 2015
  • 이 논문에서는 NG-EPON (next-generation Ethernet-passive opticla network) 시스템에서 미사용 대역폭에 의한 성능 저하를 평가한다. NG-EPON에서는 패킷이 fragmentation 되지 않으므로 grant의 크기가 패킷의 크기보다 grant가 낭비된다. 시뮬레이션을 통하여 미사용 대역폭에 의한 성능저하를 평가하였다.

  • PDF

빠른 손실 감지를 통한 TCP NewReno의 Fast Recovery 개선 알고리듬 (Enhancements to the fast recovery Algorithm of TCP NewReno using rapid loss detection)

  • 김동민;김범준;김석규;이재용
    • 한국통신학회논문지
    • /
    • 제29권7B호
    • /
    • pp.650-659
    • /
    • 2004
  • 국내 무선 네트워크 환경은 사용자의 서비스 요구 수용과 시장 성장으로 인해 빠르게 변화하고 있다. 이에 따라 무선 구간에서 TCP(transmission control protocol)를 이용한 신뢰성 있는 데이터 전송도 늘어날 전망이다. TCP는 유선 네트워크에서 사용함을 가정으로 만들어졌기 때문에 무선에서 발생할 수 있는 비 혼잡 손실에 의해 많은 성능 저하를 겪을 수 있다. 특히 RTO(retransmission timeout)은 TCP의 성능에 많은 영향을 미친다. 본 논문에서는 송신단에서 fast recovery과정 중에 발생한 패킷 손실을 빠르게 감지하여 RTO없이 복구함으로써 성능저하를 줄일 수 있는 DAC$^{+}$(Duplicate Acknowledgement Counting)와 EFR(Extended Fast Recovery)을 제안한다. 제안 알고리듬을 TCP NewReno와 비교했을 때 정상 상태에서 fast recovery 확률이 높고, 이에 따른 RTO 감소로 인해 response time이 줄어드는 것을 확인할 수 있다.

ART2 신경회로망을 이용한 공작기계의 웹기반 원격 성능저하 모니터링 시스템 개발 (Development of a Web-Based Remote Monitoring System for Evaluating Degradation of Machine Tools Using ART2)

  • 김초원;최국진;정성환;홍대선
    • 한국공작기계학회논문집
    • /
    • 제18권1호
    • /
    • pp.42-49
    • /
    • 2009
  • This study proposes a web-based remote monitoring system for evaluating degradation of machine tools using ART2(Adaptive Resonance Theory 2) neural network. A number of studies on the monitoring of machine tools using neural networks have been reported. However, when normal condition is changed due to factors such as maintenance, tool change etc., or a new failure signal is generated, such algorithms need to be entirely retrained in order to accommodate the new signals. To cope with such problems, this study develops a remote monitoring system using ART2 in which new signals when required are simply added to the classes previously trained. This system can monitor degradation as well as failure of machine tools. To show the effectiveness of the proposed approach, the system is experimentally applied to monitoring a simulator similar to the main spindle of a machine tool, and the results show that the proposed system can be extended to monitoring of real industrial machine tools and equipment.

On-line 학습을 통한 ATM 호레벨 트래픽 제어 연구 (A Study on the Traffic Controller of ATM Call Level Based on On-line Learning)

  • 서현승;백종일;김영철
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 2000년도 하계종합학술대회 논문집(1)
    • /
    • pp.115-118
    • /
    • 2000
  • In order to control the flow of traffics in ATM networks and optimize the usage of network resources, an efficient control mechanism is necessary to cope with congestion and prevent the degradation of network performance caused by congestion. To effectively control traffic in UNI(User Network Interface) stage, we proposed algorithm of integrated model using on-line teaming neural network for CAC(Call Admission Control) and UPC(Usage Parameter Control). Simulation results will show that the proposed adaptive algorithm uses of network resources efficiently and satisfies QoS for the various kinds of traffics.

  • PDF

DEVS 형식론을 이용한 다중프로세서 운영체제의 모델링 및 성능평가

  • 홍준성
    • 한국시뮬레이션학회:학술대회논문집
    • /
    • 한국시뮬레이션학회 1994년도 추계학술발표회 및 정기총회
    • /
    • pp.32-32
    • /
    • 1994
  • In this example, a message passing based multicomputer system with general interdonnedtion network is considered. After multicomputer systems are developed with morm-hole routing network, topologies of interconecting network are not major considertion for process management and resource sharing. Tehre is an independeent operating system kernel oneach node. It communicates with other kernels using message passingmechanism. Based on this architecture, the problem is how mech does performance degradation will occur in the case of processor sharing on multicomputer systems. Processor sharing between application programs is veryimprotant decision on system performance. In almost cases, application programs running on massively parallel computer systems are not so much user-interactive. Thus, the main performance index is system throughput. Each application program has various communication patterns. and the sharing of processors causes serious performance degradation in hte worst case such that one processor is shared by two processes and another processes are waiting the messages from those processes. As a result, considering this problem is improtant since it gives the reason whether the system allows processor sharingor not. Input data has many parameters in this simulation . It contains the number of threads per task , communication patterns between threads, data generation and also defects in random inupt data. Many parallel aplication programs has its specific communication patterns, and there are computation and communication phases. Therefore, this phase informatin cannot be obtained random input data. If we get trace data from some real applications. we can simulate the problem more realistic . On the other hand, simualtion results will be waseteful unless sufficient trace data with varisous communication patterns is gathered. In this project , random input data are used for simulation . Only controllable data are the number of threads of each task and mapping strategy. First, each task runs independently. After that , each task shres one and more processors with other tasks. As more processors are shared , there will be performance degradation . Form this degradation rate , we can know the overhead of processor sharing . Process scheduling policy can affects the results of simulation . For process scheduling, priority queue and FIFO queue are implemented to support round-robin scheduling and priority scheduling.

  • PDF