• Title/Summary/Keyword: Hybrid Analysis

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Analysis of Toxic Heavy Meatals using Hybrid Neural Network in Glow Discharge Atomic Emission Spectroscoy (글로우 방전 원자방출에서의 Hybrid Neural Network를 이용한 유해 중금속 분석)

  • Lee, J.S.;Lee, S.C.;Choi, K.S.;Kim, Y.S.;So, S.H.;Ha, K.J.;Ryu, D.H.;Cho, T.H.;Jung, M.S.
    • Analytical Science and Technology
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    • v.15 no.5
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    • pp.399-409
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    • 2002
  • A system software on-line spectral analysis of atomic emission spectrometer. The system program consisted of a control part for the optical instruments and the spectrum analysis part the artificial intelligence method to reduce nonlinear error of the wavelengths. McPHERSON 207 Monochromator controlled GPIB communication protocol, and the detector signal was measured from PMT by using A/D Amplifier that was made by Photon_Tek. co.. HNN(Hybrid Neural Network) of artificial intelligence technique was applied to the qualitative analysis of P, Cu, Fe, Cr, and that was accurately applied to the quantitative analysis of Cd with 10 ppb level better than the conventional methods.

A Study on the Thermal and Mechanical Characteristic of Hybrid Welded Ship Structure A-grade Steel (선체구조용 A급 강재의 하이브리드 용접에 대한 열 및 역학적 특성에 관한 연구)

  • Oh, Chong-In;Kim, Young-Pyo;Park, Ho-Kyung;Bang, Han-Sur
    • Journal of Ocean Engineering and Technology
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    • v.21 no.1 s.74
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    • pp.64-68
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    • 2007
  • Recently, there has been considerable research in the field of application of Laser-Arc hybrid welding for superstructures, such as ship-structures, transport vehicles etc. However, the study on heat distribution and welding residual stress of hybrid weld by numerical simulation leaves much to be desired. Therefore, in this study, an optimized welding condition and numerical simulation for hybrid welding, using previous numerical analysis to calculate the heat source for hybrid welding, has been analyzed. For this purpose, fundamental welding phenomena of the hybrid process, using Laser and, is investigated. In order to calculate temperature and residual stress distribution in hybrid welds, a finite element heat source model is developed on the basis of experimental results and characteristics of temperature. Residual stress distribution in hybrid welds are understood from the result of simulation, and compared with the experimental values.

Design and Performance Analysis of Signature-Based Hybrid Spill-Tree for Indexing High Dimensional Vector Data (고차원 벡터 데이터 색인을 위한 시그니쳐-기반 Hybrid Spill-Tree의 설계 및 성능평가)

  • Lee, Hyun-Jo;Hong, Seung-Tae;Na, So-Ra;Jang, You-Jin;Chang, Jae-Woo;Shim, Choon-Bo
    • Journal of Internet Computing and Services
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    • v.10 no.6
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    • pp.173-189
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    • 2009
  • Recently, video data has attracted many interest. That is the reason why efficient indexing schemes are required to support the content-based retrieval of video data. But most indexing schemes are not suitable for indexing a high-dimensional data except Hybrid Spill-Tree. In this paper, we propose an efficient high-dimensional indexing scheme to support the content-based retrieval of video data. For this, we extend Hybrid Spill-Tree by using a newly designed clustering technique and by adopting a signature method. Finally, we show that proposed signature-based high dimensional indexing scheme achieves better retrieval performance than existing M-Tree and Hybrid Spill-Tree.

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A Hybrid Technological Forecasting Model by Identifying the Efficient DMUs: An Application to the Main Battle Tank (효율적 DMU 선별을 통한 개선된 기술수준예측 방법: 주력전차 적용을 중심으로)

  • Kim, Jae-Oh;Kim, Jae-Hee;Kim, Sheung-Kown
    • Journal of Technology Innovation
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    • v.15 no.2
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    • pp.83-102
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    • 2007
  • This study extends the existing method of Technology Forecasting with Data Envelopment Analysis (TFDEA) by incorporating a ranking method into the model so that we can reduce the required number of DMUs (Decision Making Units). TFDEA estimates technological rate of change with the set of observations identified by DEA(Data Envelopment Analysis) model. It uses an excessive number of efficient DMUs(Decision Making Units), when the number of inputs and outputs is large compare to the number of observations. Hence, we investigated the possibility of incorporating CCCA(Constrained Canonical Correlation Analysis) into TFDEA so that the ranking of DMUs can be made. Using the ranks developed by CCCA(Constrained Canonical Correlation Analysis), we could limit the number of efficient DMUs that are to be used in the technology forecasting process. The proposed hybrid model could establish technology frontiers with the efficient DMUs for each generation of technology with the help of CCCA that uses the common weights. We applied our hybrid model to forecast the technological progress of main battle tank in order to demonstrate its forecasting capability with practical application. It was found that our hybrid model generated statistically more reliable forecasting results than both TFDEA and the regression model.

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Analysis of Part Load Performance of a Hybrid PEMFC System (하이브리드형 고분자전해질 연료전지 시스템의 부분부하 성능해석)

  • Ji, Seung-Won;You, Byung-June;Kim, Tong-Seop;Sohn, Jeong-Lak;Lee, Young-Duk;Ahn, Kook-Young
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.32 no.11
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    • pp.849-855
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    • 2008
  • The paper addresses modeling and analysis of the part load performance of a hybrid fuel cell system integrating a polymer electrolyte membrane fuel cell(PEMFC) and a gas turbine(GT). The system is a pressurized one where the working pressure of the PEMFC is higher than the ambient pressure. In addition to the two major components, the system also includes auxiliary parts such as a steam reformer, a humidifier, and afterburner and so on. Based on design analysis, component off-design models are incorporated in the analysis program and part load operation is simulated. The mode for the part load operation of the PEMFC/GT hybrid system is a variable rotational speed operation. The operating characteristics and variations in the system efficiency and component performance parameters at part load are analyzed.