• Title/Summary/Keyword: 합성추정법

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Parameter Calibrations of a Daily Rainfall-Runoff Model Using Global Optimization Methods (전역최적화 기법을 이용한 강우-유출모형의 매개변수 자동보정)

  • Kang, Min-Goo;Park, Seung-Woo;Im, Sang-Jun;Kim, Hyun-Jun
    • Journal of Korea Water Resources Association
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    • v.35 no.5
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    • pp.541-552
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    • 2002
  • Two global optimization methods, the SCE-UA method and the Annealing-Simplex(A-S) method for calibrating a daily rainfall-runoff model, a Tank model, was compared with that of the Downhill Simplex method. In synthetic data study, 100% success rates for all objective functions were obtained from the A-S method, and the SCE-UA method was also consistently able to obtain good estimates. The Downhill Simplex method was converged to the true values only when the initial guess was close to the true values. In the historical data study, the A-S method and the SCE-UA method showed consistently good results regardless of objective function. An objective function was developed, which puts more weight on the low flows.

Data Augmentation for Tomato Detection and Pose Estimation (토마토 위치 및 자세 추정을 위한 데이터 증대기법)

  • Jang, Minho;Hwang, Youngbae
    • Journal of Broadcast Engineering
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    • v.27 no.1
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    • pp.44-55
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    • 2022
  • In order to automatically provide information on fruits in agricultural related broadcasting contents, instance image segmentation of target fruits is required. In addition, the information on the 3D pose of the corresponding fruit may be meaningfully used. This paper represents research that provides information about tomatoes in video content. A large amount of data is required to learn the instance segmentation, but it is difficult to obtain sufficient training data. Therefore, the training data is generated through a data augmentation technique based on a small amount of real images. Compared to the result using only the real images, it is shown that the detection performance is improved as a result of learning through the synthesized image created by separating the foreground and background. As a result of learning augmented images using images created using conventional image pre-processing techniques, it was shown that higher performance was obtained than synthetic images in which foreground and background were separated. To estimate the pose from the result of object detection, a point cloud was obtained using an RGB-D camera. Then, cylinder fitting based on least square minimization is performed, and the tomato pose is estimated through the axial direction of the cylinder. We show that the results of detection, instance image segmentation, and cylinder fitting of a target object effectively through various experiments.

Synthesis of TiO2 Fine Powder by Sol-Gel Process and Reaction Mechanism(II) : Hydrolysis of Titanium n-Propoxide (졸-겔법에 의한 TiO2미분말 합성과 반응메카니즘(II): Titanium n-propoxide의 가수분해)

  • Myung, Jung-Jae;Park, Jin-koo;Chung, Yong-Sun;Kyong, Jin-Bum;Kim, Ho-Kun
    • Applied Chemistry for Engineering
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    • v.8 no.5
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    • pp.777-783
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    • 1997
  • $TiO_2$ powders were synthesized via hydrolysis reaction of titanium n-propoxide in n-propanol solvent and the reaction rates were studied by use of UV-vis spectroscopic method. Concentration of water, reaction temperature, reaction time and acid-base effects of the solution were investigated to determine the optimum conditions for $TiO_2$ powder synthesis. The reaction were controlled to proceed to pseudo-first orders reaction in the presence of excess water in n-propanol solvent. The rate constants which varied with temperature and concentration of water were calculated by Guggenheim method. Reaction using $D_2O$ was also carried out to determine the catalytic character of water. $TiO_2$ powders were synthesized only in the neutral and basic solution and those were almost spheric forms having average particle size of $0.4-0.7{\mu}m$ diameter. Particle size decreased with increasing concentration of water and reaction temperature, however, increased with increasing reaction time. Associative $S_N2$ mechanism for the hydrolysis was proposed from the data of n-value in the transition state and thermodynamic parameter. $D_2O$ solvent isotope effect showed that $H_2O$ molecules reacted as nucleophilic catalysis.

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The Detection and a Quantitative Evaluation of Viable but Non-Culturable Soil Bacteria Using a Modified Direct Viable Count Method (변형된 DVC법을 이용한 난배양성 토양세균의 검출 및 정량적 평가)

  • 황경숙;양희찬;염곡효
    • Korean Journal of Microbiology
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    • v.39 no.3
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    • pp.181-186
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    • 2003
  • This study was performed to analyze quantitatively the number of living bacteria in forest soil samples collected from Mt. Keryong using improved direct viable count (DVC) and plate count (PC) methods. The number of living bacteria by DVC comprised 18~44% of the total direct count (TDC), whereas the number of living bacteria by PC was less than 1% of TDC. These results showed that viable but non-culturable (VBNC) bacteria existed in the soil with high percentages. Besides, DVC was proved to make it possible to make a quantitative detection of the VBNC bacteria. On the other hand, upon measuring the value from the conventional nutrient broth (NB) and $10^{-2}$ folded diluted nutrient broth (DNB), the values from the DNB showed 5 to 10 times higher than those from the conventional NB medium. These results indicate that oligotrophic bacterial groups, which could multiply in the low nutrient broth, abundantly exist in the soil ecosystem. It would also be possible to apply this kind of method to other substrate to make a quantitative detection of soil bacterial groups.

Consolidation Behavior of Agricultural Reservoir under Embankment on Soft Ground (연약지반상(軟弱地盤上)에 축조(築造)된 농업용저수지(農業用貯水池) 제체의 압밀거동(壓密擧動))

  • Oh, Beom-Hwan;Lee, Dal-Won;Eam, Sung-Hoon
    • Korean Journal of Agricultural Science
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    • v.29 no.2
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    • pp.53-66
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    • 2002
  • This study was performed to evaluation the consolidation behavior of agricultural reservoir in the very soft ground. The final settlement prediction methods by Terzaghi, Hyperbolic and Asaoka methods were used to compare with the degree of consolidation estimated by exess pore water pressure. The dissipated excess pore water pressure during embankment construction and peak excess pore water pressure on the completed embankment were suggested for the estimation of the degree of consolidation. It was concluded that the degree of consolidation estimated from dissipated excess pore water pressure was more reliable than that from the peak excess pore water pressure. The stability methods for agricultural reservoir was used to compare and analyze with various condition by limit equilibrium method.

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Structure and Chemical Reactivity of the Transition Metal Complexes (I). Synthesis and Geometrical Isomerism of the Ethylenediamine-triacetatocobalt (III) Complexes with Ammine or Diamines (전이금속착물의 구조와 그 반응성 (I). 암민류를 포함하는 Ethylenediamine-triacetatocobalt (III) 착물의 합성과 기하이성질현상)

  • Dong-Jin Lee;Bong-Gon Kim;Myung-Ki Doh
    • Journal of the Korean Chemical Society
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    • v.29 no.5
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    • pp.516-521
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    • 1985
  • Ethylenediamine-triacetatocobalt (III) complexes with an ammine, an ethylene-diamine, and a trimethylenediamine as the unidentate ligand were prepared, and were isolated as only one isomer for each case by the Dowex 50W-X8, cation exchange resin in $H^+$ form. The geometrical isomer of these complexes have been assigned cis-equatorial form in the three possible geometrical isomers from the elemental analysis, pH titration, IR, NMR, and electronic absorption spectrum. It was found that $[CoN_3O_3]$ system of the meridional form with multidentate ligand have the first absorption band of the largely splitting pattern, and that the diamines (ethylenediamine, trimethylenediamine) have coordinated to the central cobalt (III) ion as a unidentate ligand.

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Synthesis and Characterization of High Impact Polystyrene/Organically Modified Layered Silicate Nanocomposites (내충격성 폴리스티렌과 유기화 층상 실리케이트 나노복합체의 합성 및 특성)

  • 김관영;임효진;박상민;이성재
    • Polymer(Korea)
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    • v.27 no.4
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    • pp.377-384
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    • 2003
  • High impact polystyrene/organically modified layered silicate (HIPS/OLS) nanocomposites by in situ polymerization were synthesized to investigate the effect of clay on the particle size and properties of rubber. In the OLS, the montmorillonite having benzyl group showed best dispersion in polystyrene phase. With the addition of clay, the intercalated peak from XRB was confirmed, but the peak gradually shifted to lower angle as rubber concentration increased. Thus, it is speculated that the organoclay disperses better in rubber phase than in polystyrene phase. The average rubber particle size increased and the particle size distribution widened as the amount of clay increased, which may be caused by the increase of the viscosity ratio of rubber to polystyrene phases and the unstable dispersion. The materials having clay showed improved thermal properties from thermogravimetric analysis. Rheological properties such as complex viscosity and storage modulus increased as the amount of clay increased.

Image Mosaicing using Voronoi Distance Matching (보로노이 거리(Voronoi Distance)정합을 이용한 영상 모자익)

  • 이칠우;정민영;배기태;이동휘
    • Journal of Korea Multimedia Society
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    • v.6 no.7
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    • pp.1178-1188
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    • 2003
  • In this paper, we describe image mosaicing techniques for constructing a large high-resolution image with images taken by a video camera in hand. we propose the method which is automatically retrieving the exact matching area using color information and shape information. The proposed method extracts first candidate areas which have similar form using a Voronoi Distance Matching Method which is rapidly estimating the correspondent points between adjacent images, and calculating initial transformations of them and finds the final matching area using color information. It is a method that creates Voronoi Surface which set the distance value among feature points and other points on the basis of each feature point of a image, and extracts the correspondent points which minimize Voronoi Distance in matching area between an input image and a basic image using the binary search method. Using the Levenberg-Marquadt method we turn an initial transformation matrix to an optimal transformation matrix, and using this matrix combine a basic image with a input image.

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Synthesis of TiO2 Fine Powder by Sol-Gel Process and Reaction Mechanism(I): Hydrolysis of Titanium Isopropoxide (졸-겔법에 의한 TiO2 미분말 합성과 반응메카니즘(I): Titanium isopropoxide의 가수분해)

  • Myung, Jung-Jae;Chung, Yong-Sun;Kyong, Jin-Bum;Kim, Ho-Kun
    • Applied Chemistry for Engineering
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    • v.7 no.4
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    • pp.794-801
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    • 1996
  • $TiO_2$ fine powders were synthesized via hydrolysis reaction of titanium isopropoxide in isopropanol solvent and the reaction rates were studied by use of UV spectroscopic method. The reactions were controlled to proceed to pseudo-first-order reaction in the presence of excess water in isopropanol solvent. The rate constants which varied with temperature and concentration of water were calculated by Guggenheim method. Reactions using $D_2O$ were also carried out to determine the catalytic character of water. n value of water molecules in transition state and the thermodynamic parameters showed that the reaction proceeded by $S_N2$ mechanism. $TiO_2$ powders synthesized in this reaction were almost spheric forms and had average particle size of $0.3{\mu}m$ diameter.

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Design and Pressure Loss Evaluation of Vacuum Brazed Cooling Passage for Full Authority Digital Engine Control (항공기용 엔진제어기의 진공 브레이징 냉각유로 설계 및 압력손실 평가)

  • Han, Myeongjae;Seol, Jinwoon;Jeong, Seungho;Cha, Minkyung;Jang, Hoyoun;Kim, Junghoe
    • Journal of the Korean Society of Propulsion Engineers
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    • v.26 no.2
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    • pp.72-78
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    • 2022
  • A vacuum brazed cooling passage for an aircraft engine controller was designed. In order to predict the total pressure loss, which is the main design factor of the cooling passage, theoretical and numerical methods for the major loss and the minor loss considering the overall shape of the cooling passage are presented. This design and evaluation method can predict the pressure loss of the complex cooling passage shape for various flow conditions at the initial design step.