• Title/Summary/Keyword: detection technique

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A Study on the Defect Classification and Evaluation in Weld Zone of Austenitic Stainless Steel 304 Using Neural Network (신경회로망을 이용한 오스테나이트계 스테인리스강 304 용접부의 결함 분류 및 평가에 관한 연구)

  • Lee, Won;Yoon, In-Sik
    • Journal of the Korean Society for Precision Engineering
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    • v.15 no.7
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    • pp.149-159
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    • 1998
  • The importance of soundness and safety evaluation in weld zone using by the ultrasonic wave has been recently increased rapidly because of the collapses of huge structures and safety accidents. Especially, the ultrasonic method that has been often used for a major non-destructive testing(NDT) technique in many engineering fields plays an important role as a volume test method. Hence, the defecting any defects of weld Bone in austenitic stainless steel type 304 using by ultrasonic wave and neural network is explored in this paper. In order to detect defects, a distance amplitude curve on standard scan sensitivity and preliminary scan sensitivity represented of the relation between ultrasonic probe, instrument, and materials was drawn based on a quantitative standard. Also, a total of 93% of defect types by testing 30 defect patterns after organizing neural network system, which is learned with an accuracy of 99%, based on ultrasonic evaluation is distinguished in order to classify defects such as holes or notches in experimental results. Thus, the proposed ultrasonic wave and neural network is useful for defect detection and Ultrasonic Non-Destructive Evaluation(UNDE) of weld zone in austenitic stainless steel 304.

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Performance Evaluation of Solar Water Heating System Using Proof Test (태양열 온수기 실증연구를 통한 성능 평가)

  • Kim, Jae-Yeol;Kwac, Lee-Ku;Yang, Dong-Jo;Choi, Choul-Jun;Kim, Hong-Gun
    • 한국신재생에너지학회:학술대회논문집
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    • 2006.06a
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    • pp.597-601
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    • 2006
  • The advantages of solar energy are that it is renewable, infinite supplied and environmentally safe energy source. However, solar energy related products have the problems such as the limitation for installation, problems in maintenance and insufficient reliability which have been the barrier to consumers to satisfy the purchase need for solar heat related products. In this regard, in order to support the solar energy related companies the necessity for various technical information required for the commercialization of new products such as various performance test necessary for the certification of solar energy system, standardization for facilities and products, performance evaluation method and the measurement of performance is suggested. The purpose of this paper is to design the monitoring system for positive tests of system linked household hot water system using solar heat out of various solar energy systems, to establish an analysis and monitoring system for performance maintenance and operation technique, and to configure the centralized detection network by utilizing remote monitoring system. This research also aims at conducting monitoring for operation and performance evaluation in relation to database establishment and analytical evaluation and at describing the method of enhancing the reliability of solar energy system through the development of performance evaluation program.

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Performance Analysis of Frequency Synchronization for HDR-WPAN System (HDR-WPAN 시스템을 위한 주파수 동기 성능분석)

  • Park, Ji-Woo;Kang, Hee-Gok;Kim, Jae-Young;Oh, Chang-Heon
    • Journal of Advanced Navigation Technology
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    • v.8 no.2
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    • pp.163-168
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    • 2004
  • In this paper, we propose a frequency synchronization algorithm using characteristic of CAZAC sequence for HDR-WPAN and analyze the performance by signal constellation and EVM(error vector magnitude). The proposed frequency offset technique estimated each sample phase error of two sequences among 12 CAZAC sequences which have excellent autocorrelated characteristic. Estimated phase error is multiplied to each sample of next sequence for compensating the frequency offset. The remaining frequency offset after compensating it with two sequences has maximum 0.002 offsest ranges at each sample. The computer simulation proved that the permission of EVM value had satisfied in the case of DQPSK at 20[dB].

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Pattern Generation Technique for Network-based Intrusion Detection using Association Rules (연관 규칙을 이용한 네트워크 기반 침입 탐지 패턴생성 기술)

  • Soh, Jin;Lee, Sang-Hoon
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10c
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    • pp.619-621
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    • 2002
  • 네트워크 기반 컴퓨터 시스템은 현대사회에 있어서 매우 중요한 역할을 담당하고 있기 때문에 이들은 정보 범죄들로부터 안정적이면서 효율적인 환경을 제공하는 것은 매우 중요한 일이다. 현재의 침입탐지 시스템은 네트워크 상에서 지속적으로 처리되는 대량의 패킷에 대하여 탐지속도가 떨어지고, 새로운 침입유형에 대한 대응방법이나 인지능력에도 한계가 있기 때문이다. 따라서 다양한 트래픽 속에서 탐지율을 높이고 탐지속도를 개선하기 위한 방안이 필요하다. 본 논문에서는 침입탐지 능력을 개선하기 위해 먼저, 광범위한 침입항목들에 대한 탐지 적용기술을 학습하고, 데이터 마이닝 기법을 이용하여 침입패턴 인식능력 및 새로운 패턴을 생성하는 적용기술을 제안하고자 한다. 침입 패턴생성을 위해 각 네트워크에 돌아다니는 관련된 패킷 정보와 호스트 세션에 기록되어진 자료를 필터링하고, 각종 로그 화일을 추출하는 프로그램들을 활용하여 침입과 일반적인 행동들을 분류하여 규칙들을 생성하였다. 마이닝 기법으로는 학습된 항목들에 대한 연관 규칙을 찾기 위한 연역적 알고리즘을 이용하였다. 또한, 추출 분석된 자료는 리눅스기반의 환경 하에서 다양하게 모아진 네트워크 로그파일들을 본 논문에서 제안한 방법에 따라 적용한 결과이다.

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Test Set Generation for Pairwise Testing Using Genetic Algorithms

  • Sabharwal, Sangeeta;Aggarwal, Manuj
    • Journal of Information Processing Systems
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    • v.13 no.5
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    • pp.1089-1102
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    • 2017
  • In software systems, it has been observed that a fault is often caused by an interaction between a small number of input parameters. Even for moderately sized software systems, exhaustive testing is practically impossible to achieve. This is either due to time or cost constraints. Combinatorial (t-way) testing provides a technique to select a subset of exhaustive test cases covering all of the t-way interactions, without much of a loss to the fault detection capability. In this paper, an approach is proposed to generate 2-way (pairwise) test sets using genetic algorithms. The performance of the algorithm is improved by creating an initial solution using the overlap coefficient (a similarity matrix). Two mutation strategies have also been modified to improve their efficiency. Furthermore, the mutation operator is improved by using a combination of three mutation strategies. A comparative survey of the techniques to generate t-way test sets using genetic algorithms was also conducted. It has been shown experimentally that the proposed approach generates faster results by achieving higher percentage coverage in a fewer number of generations. Additionally, the size of the mixed covering arrays was reduced in one of the six benchmark problems examined.

Beamformer-based Acquisition in CDMA-MIMO Communication Systems (CDMA-MIMO 통신 시스템에서 빔형성기 기반의 코드 동기 획득 기술)

  • Kim, Sang-Choon;Baek, Sun-Young;An, Jin-Young;Son, Kyoung-Soo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.7
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    • pp.1271-1277
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    • 2008
  • This paper proposes the code acquisition scheme on a MIMO channel for preamble search in a CDMA-MIMO uplink system. The multiple transmit/receive antennas are used for beamforming. The performance of a ML code acquisition technique based on transmit and receive beamforming is analyzed by considering rho detection probability. The acquisition performance and MAT for a MIMO code acquisition system are numerically evaluated. It is shown that multiple transmit antennas can give the code acquisition system a transmit beamforming gain and result in much better performance than a SIMO case.

A Simple Method of RNA Extraction from Apple Stem and Leaf Tissues via Heating (가열에 의한 사과줄기 및 잎조직으로부터의 RNA 간편 추출)

  • Duong, Thanh Van;Shin, Dong-Il;Park, Hee-Sung
    • Journal of agriculture & life science
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    • v.44 no.5
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    • pp.75-79
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    • 2010
  • Apple, one of the most important fruit crops world-widely, is required for rapid, cost-effective and sensitive virus detection for its better productivity. RT-PCR is extensively employed for apple virus diagnosis, but the technique requires complete tissue homogenization which is time consuming and laborious. In this study, heating-based RNA extraction method was developed and proven to effectively work for stem tissues slightly better than for leaf tissues. In RT-PCR, almost identical results were generated from the use of RNA extracts from both tissues.

Photoisomerization of Symmetric Carbocyanines

  • 민형식;강유남;박정희
    • Bulletin of the Korean Chemical Society
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    • v.19 no.7
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    • pp.747-753
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    • 1998
  • The phoisomerization process of symmetric carbocyanine dyes such as 3,3'-diethyloxadicarbocyanine iodide (DODCI), 3,3'-diethylthiadicarbocyanine iodide (DfDCI), 1,1'-diethyl-2,2'-dicarbocyanine iodide (DDI), 1,1'-diethyl-2,2'-carbocyanine iodide (DCI), and cryptocyanine (1,1'-diethyl-4,4'-carbocyanine) iodide (CCI) have been studied by measuring the steady state and time resolved fluorescence spectra and the ground-state recovery profiles. The steady-state fluorescence spectrum of photoisomer as a function of concentration and excitation wavelength provides the evidence that the fluorescence of photoisomer is formed by the radiative energy transfer from the normal form and the quantum yield for the formation of photoisomer is increased by decreasing the excitation wavelength. The fluorescence decay profiles have been measured by using the time correlated single photon counting (TCSPC) technique, showing a strong dependence on the concentration and the detection wavelength, which is due to the formation of excited photoisomers produced either by the radiative energy transfer from the non-nal form or by absorbing the 590 nm laser pulse. We first report the fluorescence decay time of photoisomers for these cyanine dyes. The experimental results are explained by introducing the semiempirical calculations. The ground state recovery profiles of DTDCI, DDI, and CCI normal forms have been measured, showing that the recovery time from the singlet excited state is similar with the fluorescence decay time.

LDPC Coding for image data and FPGA Implementation of LDPC Decoder (영상 정보의 LDPC 부호화 및 복호기의 FPGA구현)

  • Kim, Jin Su;Jaegal, Dong;Byon, Kun Sik
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.05a
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    • pp.887-890
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    • 2009
  • To transmit information over a channel in the presence of noise, there needs some technique to code the information. One of the coding techniques used for error detection and correction close to the Shannon limit is Low Density Parity Code. LDPC and decoding characteristic features by sum-product algorithm are matched for the performance to Turbo Code, RA(Repeat Accumulate) code, in case of very long code length of LDPC surpass their performance. This paper explains LDPC coding scheme of image data and decoding scheme, implements LDPC decoder in FPGA.

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The Effect of the DIC Speckle Patterns for a Microcrack Measurement (미소균열 측정에 대한 DIC 스펙클 형상의 영향)

  • Lee, Jun Hyuk;Kwon, Oh Heon
    • Journal of the Korean Society of Safety
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    • v.34 no.4
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    • pp.15-21
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    • 2019
  • In order to secure the safety of various machinery, it is very important to develop a technique for accurately and quickly measuring the cracks generated in the mechanical equipment and evaluating the mechanical characteristics. The evaluation of the mechanical properties is accompanied by an appropriate strain measurement according to the material and crack occurrence of the target structure. Especially, when micro cracks are generated, the evaluation method is very important. Digital image correlation is an optical full field displacement measuring method which is using currently with speckles in the interested area. However the evaluation method and conditions of image distributions have to be considered carefully to measure the crack occurrence because the images of the speckle patterns affect the quality of displacement results. In this study, the speckle pattern density is characterized to improve the accuracy of the measurement method. And also the micro crack initiation is detected by the measured displacement in the adopted speckle pattern distribution. It is shown that the proposed method is useful to determine the density pattern distribution for the accurate measurement and crack detection.