• 제목/요약/키워드: Characteristic testing system

검색결과 176건 처리시간 0.028초

SVM을 통한 미확인 침입탐지 시스템 개발 (A Development of Unknown Intrusion Detection System with SVM)

  • 김석태;한인규;이창용;고정호;이도원;오정민;방철수;이극
    • 융합보안논문지
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    • 제7권4호
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    • pp.23-28
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    • 2007
  • 본 연구는 수집된 training 패킷을 패킷이미지 생성모듈을 통해 적절히 가공하여 SVM에 학습을 시키고 학습된 SVM에 testing 패킷이미지를 테스트 시킨 후 분류해내는 것을 제안한다. 서포트 벡터 머신[Support Vector Machines]을 이용한 미확인 침입탐지 시스템은 보안의 안정성 및 효율성면에서 기존의 시스템들보다 훨씬 우수하다.

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제동장치 스퀼소음의 특성 분석을 위한 시험평가시스템 개발 (Development of Testing Evaluation System far Analyzing Squeal Noise characteristic of the Brake System)

  • 박호;김동규;김흥섭
    • 한국공작기계학회논문집
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    • 제10권6호
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    • pp.21-28
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    • 2001
  • Analysis of squeal noise generated during brake operation is an important task for the improvement of brake noise prob-lem. By the use of measuring instrument and techniques, test and evaluation process are to be developed systematically in quantitative analysis. The cost far test and evaluation 7an be reduced, and the technical power can be raised by the devel- oped system.

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태양광패널 모사장치의 제어방식에 따른 소신호 특성 비교 분석 (Performance Comparison of Different Solar Array Simulator Control by Ellipse Approximation)

  • 웰라와타 투시타;서영태;최성진
    • 전력전자학회논문지
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    • 제26권1호
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    • pp.16-24
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    • 2021
  • Solar array simulator (SAS) is essential equipment in testing and evaluating the power processing performance of a power conditioning system. However, the nonlinearity in the current(I)-voltage(V) characteristic makes the control loop design of SAS a challenging task. Conventionally, only the inner loop is usually considered in the control design approach. However, this study proves that the reference generation loop also interacts with the inner loop and plays a key role in the overall performance of the SAS. In this paper, the performance of voltage-mode control and impedance control, which are two of the most popular architectures for the SAS system, are reviewed and compared by multi-loop analysis.

주택용 분전반에 설치되는 서지보호기의 열적 안전성 시험 및 분석 (A thermal stability testing and analysis for a surge protector installed in residential distribution board)

  • 김주철;박장범;기채옥
    • 한국조명전기설비학회:학술대회논문집
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    • 한국조명전기설비학회 2009년도 추계학술대회 논문집
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    • pp.339-341
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    • 2009
  • 개별세대 내 정보통신기기 및 홈네트워크 장비증가로 인하여 서지보호장치(SPD : Surge Protective Device)가 설치되고 있고 산업규격개정 및 등전위 접지시스템 강화에 따라 서지보호기 사용량은 점진적으로 증가하고 있다. 주택용 분전반에 설치되는 서지보호기의 부품은 전압제한형 소자인 $Z_nO$배리스터가 사용되고 있으나 일시적 과전압특성 (Temporary Overvoltage Characteristic) 위험에 노출되어있다. 본 논문은 일반주택에 사용되는 서지보호기의 열적 안전성 (Thermal Stability) 특성시험을 통하여 제품을 분석하였고 이를 토대로 개선안을 제시하였다. 분석결과 누설전류를 차단하기위한 가스 방전관(GDT) 사용 및 열폭주(Thermal Runaway) 현상을 막기 위한 안전장치가 2종 이상 필요하였다.

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웹 기반 원격교육에서 사용자 프로파일을 이용한 효율적인 평가시스템 (Efficient Estimation System using User Profile from Web-based Remote Education)

  • 고경철;이양원
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2000년도 춘계종합학술대회
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    • pp.257-262
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    • 2000
  • 현재 인터넷을 활용한 웹에서의 원격 교육평가시스템은 많이 나와있으나, 학생 개개인의 특성과 성향을 고려하지 못하고 일괄적이고 전체적인 평가만을 실시하고 있는 실정이다 본 논문은 문제은행 데이터베이스를 구축하여 웹을 통해 학생이 시간과 장소의 제약 없이 평가를 실시할 수 있는 비동기 분배 커뮤니케이션(Distributed Asynchronous Communication)방법의 교육모델에 덧붙여서, 기존의 원격 교육평가 시스템에서는 소홀히 다루었던 학생의 개인차와 특성을 고려한 사용자 프로파일을 이용하여 문제를 필터링한 후 출제하여 평가의 질적인 향상 및 학생의 학력을 향상시키는 효과적인 방법을 제시한다. 이것은 DAC 방식을 발전시킨 적응력 있는 DAC 방식이라 한다.

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바닥난방시스템 적용을 위한 MPCM 성능평가 (Performance evaluation of MPCM to apply for radiant floor heating system)

  • 정수광;전지수;김수민
    • 한국태양에너지학회:학술대회논문집
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    • 한국태양에너지학회 2012년도 춘계학술발표대회 논문집
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    • pp.475-479
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    • 2012
  • Thermal energy storage (TES) systems using Microencapsulated phase change material (MPCM) have been recognized as one of the most advanced energy technologies in enhancing the energy efficiency and sustainability of buildings. We examined a way to incorporate MPCMs with building materials through application for wood-based flooring. Wood-based flooring is commonly used for floor finish materials of residential buildings in Korea. However, wood-based flooring has not performed the characteristic of heat storage. This study is aimed at manufacturing high thermal efficiency wood flooring by increasing its heat storage using MPCM. As a result, this study confirmed that MPCM is dispersed well in adhesive through the scanning electron microscopy analysis. From the differential scanning calorimetry analysis, it can be confirmed that this composite has the characteristic of a thermal energy storage material. Also, we analyzed how this composition was formed by physical combination through the Fourier transform infrared analysis. Also, we confirmed the bonding strength of the material by using the universal testing machine.

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Analysis of Real-Time Estimation Method Based on Hidden Markov Models for Battery System States of Health

  • Piao, Changhao;Li, Zuncheng;Lu, Sheng;Jin, Zhekui;Cho, Chongdu
    • Journal of Power Electronics
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    • 제16권1호
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    • pp.217-226
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    • 2016
  • A new method is proposed based on a hidden Markov model (HMM) to estimate and analyze battery states of health. Battery system health states are defined according to the relationship between internal resistance and lifetime of cells. The source data (terminal voltages and currents) can be obtained from vehicular battery models. A characteristic value extraction method is proposed for HMM. A recognition framework and testing datasets are built to test the estimation rates of different states. Test results show that the estimation rates achieved based on this method are above 90% under single conditions. The method achieves the same results under hybrid conditions. We can also use the HMMs that correspond to hybrid conditions to estimate the states under a single condition. Therefore, this method can achieve the purpose of the study in estimating battery life states. Only voltage and current are used in this method, thereby establishing its simplicity compared with other methods. The batteries can also be tested online, and the method can be used for online prediction.

Optimal sensor placement techniques for system identification and health monitoring of civil structures

  • Rao, A. Rama Mohan;Anandakumar, Ganesh
    • Smart Structures and Systems
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    • 제4권4호
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    • pp.465-492
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    • 2008
  • Proper pretest planning is a vital component of any successful vibration test on engineering structures. The most important issue in dynamic testing of many engineering structures is arriving at the number and optimal placement of sensors. The sensors must be placed on the structure in such a way that all the important dynamic behaviour of a structural system is captured during the course of the test with sufficient accuracy so that the information can be effectively utilised for structural parameter identification or health monitoring. Several optimal sensor placement (OSP) techniques are proposed in the literature and each of these methods have been evaluated with respect to a specific problem encountered in various engineering disciplines like aerospace, civil, mechanical engineering, etc. In the present work, we propose to perform a detailed characteristic evaluation of some selective popular OSP techniques with respect to their application to practical civil engineering problems. Numerical experiments carried out in the paper on various practical civil engineering structures indicate that effective independence (EFI) method is more consistent when compared to all other sensor placement techniques.

공정보증을 위한 가속시험 합격판정 관리도 (An Accelerated Test Acceptance Control Chart for Process Quality Assurance)

  • Kim Jong Gurl
    • 대한안전경영과학회지
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    • 제1권1호
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    • pp.123-134
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    • 1999
  • There are several models for process quality assurance by quality system (ISO 9000), process capability analysis, acceptance control chart and so on. When a high level process capability has been achieved, it takes a long time to monitor the process shift, so it is sometimes necessary to develop a quicker monitoring system. To achieve a quicker quality assurance model for high-reliability process, this paper presents a model for process quality assurance when the fraction nonconforming is very small. We design an acceptance control chart based on variable quality characteristic and time-censored accelerated testing. The distribution of the characteristics is assumed to be normal or lognormal with a location parameter of the distribution that is a linear function of a stress. The design parameters are sample size, control limits and sample proportions allocated to low stress. These paramaters are obtained under minimization of the relative variance of the MLE of location parameter subject to APL and RPL constraints.

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성능이 향상된 Stack Monitoring System의 설계 (Design of Stack Monitoring System with Improved Performance)

  • 장경욱;이주현;이승원;이승호
    • 전기전자학회논문지
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    • 제20권3호
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    • pp.299-302
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    • 2016
  • 본 논문에서는 성능이 향상된 Stack Monitoring System을 설계한다. Stack Monitoring System의 증폭기(AMP)에 들어오는 펄스성 잡음을 차단하기 위하여, 차폐 및 전원부 임피던스를 낮추고 전원회로를 분리하여 노이즈를 차단한다. 신틸레이션 검출기 특성을 최대한 장치에 매칭하기 위한 가변 고전압, 이득(Gain), 상쇄(Offset), 한계(Threshold) 등을 설정 할 수 있는 제어부를 설계한다. 또한 300 ~ 1,500V의 가변 고전압 전원회로를 구성하여 다양한 신틸레이션 검출기에 적용가능 한 가변 전압 공급 장치를 설계한다. 성능이 향상된 Stack Monitoring System은 다종의 신틸레이션 검출기가 각각의 특성을 고려하여 동작하게 함으로서 효율적이고 높은 신뢰성을 보장한다. 개발된 Stack Monitoring System의 측정 불확도에 대하여 공인 시험기관의 장비를 사용하여 실험한 결과 우수한 성능을 나타내었다.