• 농업과학연구
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• 제49권1호
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• pp.129-136
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• 2022

In this study, we aimed to develop a maturity classification model for tomatoes using hyperspectral imaging in the range of 400 - 1,000 nm. Fifty-seven tomatoes harvested in August and November of 2021 were used as the sample set, and hyperspectral data was extracted from the surfaces of these tomatoes. A combined method of SNV (standard normal variate) and SG (Savitzky-Golay) methods was used for the pre-processing of the hyperspectral data. In addition, the hyperspectral data were analyzed for all maturity stages and considering bandwidths with different FWHM (full width at half maximum) values of 2, 25, and 50 nm. The PCA (principal component analysis) method was used to analyze the principal components related to maturity stages for the tomatoes. As a result, 500 - 550 nm and 650 - 700 nm bands were found to be related to the maturity stages of tomatoes. In addition, PC1 and PC2 explained approximately 97% of the variance at all FWHM conditions and thus were used as input data for classification model training based on the SVM (support vector machine). The SVM models were able to classify tomato maturity into five stages (Green, Turning, Pink, Light red, and Red) with over 95% accuracy regardless of the FWHM condition. Therefore, it was considered that hyperspectral data with 50 nm FWHM and SVM is feasible for use in the classification of tomato maturity into five stages.

• 한국의학물리학회지:의학물리
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• 제22권3호
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• pp.140-147
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• 2011

이 연구에서는 폐종양의 정량적 개선을 위하여 분자체를 이용하여 내부 움직임을 측정하고 평가된 데이터를 기반으로 소동물 PET 영상내의 폐종양을 국소화하고자 하였다. 소동물 폐 영역의 내부 움직임은 방사성물질을 흡착한 분자체를 이용하여 소동물 폐 영역에 부착함으로써 구현하였다. 폐 영역의 내부 움직임 표적으로 사용된 분자체는 약 37 kBq의 Cu-64를 흡착시켜 폐종양을 모사하였다. 소동물 PET 영상은 Siemens Inveon 스캐너를 이용하여 획득하였으며 외부 움직임 데이터는 트리거 생성 장치인 BioVet을 이용하였다. SD-Rat PET 영상은 $^{18}F$-FDG 37 MBq/0.2 mL을 미정맥으로 주사하고 60분 후 20분간 데이터를 획득하였다. 리스트모드 데이터의 각 선응답은 외부 트리거 장치에 의해 획득된 트리거신호를 이용하여 2 bin에서 16 bin으로 사이노그램을 획득하였다. 획득된 사이노그램 데이터는 OSEM 2D 알고리즘을 이용하여 4회의 반복으로 재구성하였다. 종양의 정량적 분석을 위한 PET 영상은 종양을 묘사한 분자체 영역에 관심영역을 설정하고 계수와 SNR 그리고 FWHM을 이용하여 평가하였다. 움직임 표적으로 사용된 분자체의 크기는 $1.59{\times}2.50mm$이었으며, 기준 영상으로 획득한 체외 분자체 수직 및 수평 FWHM은 $2.91{\times}1.43mm$이었다. 정적영상과 4 bin 그리고 8 bin 영상에서의 수직 FWHM은 각각 3.90 mm, 3.74 mm, 3.16 mm이었으며 수평 FWHM은 각각 2.21 mm, 2.06 mm, 1.60 mm이었다. 정적영상, 4 bin, 8 bin, 12 bin 그리고 16 bin의 계수 값은 각각 4.10, 4.83, 5.59, 5.38, 5.31이었다. 정적영상, 4 bin, 8 bin, 12 bin 그리고 16 bin의 SNR은 4.18, 4.05, 4.22, 3.89, 3.58이었다. FWHM은 게이트 수의 증가에 따라 계속 향상됨을 확인하였다. 그러나 계수 값과 SNR은 게이트 수의 증가에 따라 계속 향상되지 않고 특정 bin 수에서 가장 높은 값을 보여 소동물 폐 영역에서의 종양 영상화시 SNR의 손실을 최소화하면서 향상된 계수 값을 얻을 수 있는 게이트 수를 획득하였다. 내부 움직임 측정은 최적화된 종양 국소화 영상을 획득할 수 있으며 외부 움직임 모니터링 시스템을 사용하지 않고 장기별 움직임 예측 모델링을 위한 유용한 방법이 될 것으로 기대된다.

• 한국전기전자재료학회:학술대회논문집
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• 한국전기전자재료학회 2003년도 하계학술대회 논문집 Vol.4 No.1
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• pp.104-106
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• 2003

다층의 산화물 박막으로 이루어진 coated conductor의 제조를 위하여 각층의 증착조건이 최적화되어야 한다. 가공/열처리를 통하여 2축배향성을 가지는 Ni 금속 기판위에 $Y_2O_3$, YSZ, $CeO_2$ 등의 산화물 완충층을 증착한 후 초전도층인 YBCO를 증착하였다. 12도와 8도의 in-plane fwhm (full width at half maximum)과 out-of-plane fwhm을 가지는 Ni 기판을 이용하여 13도와 4.5도의 in-plane 및 out-of-plane fwhm을 가지는 YBCO coated conductor를 제조하였다. 임계온도 (Tc), 임계전류 (Ic), 및 임계전류밀도 (Jc) 는 각각 84K, 3.3A, 및 $310,000\;A/cm^2$ 이었다.

• 한국정밀공학회지
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• 제25권7호
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• pp.116-123
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• 2008

In the fossil power plant, the reliability of the components which consist of the many welded parts depends on the quality of welding. The residual stress is occurred by the heat flux of high temperature during weld process. This decreases the mechanical properties as the strength of fatigue and fracture or causes the stress corrosion cracking and fatigue fracture. Especially, the accidents due to the residual stress occurred at the weld parts of high-temperature and high-pressure pipes and steam headers. Also, the residual stress of the welded part in the recently constructed power plants has been brought into relief as the cause of various accidents. The aim of this study is the measurement of the residual stress using the x-ray diffraction method. The merits of this are more accurate and applicable than other methods. The materials used for the study is P92 steel for the use of high temperature pipe on super critical condition. The variables of tests are the post-weld heat treatment, the surface roughness and the depth from the original surface. The test results were analyzed by the distributed characteristics of the full width at half maximum intensity (FWHM) in x-ray diffraction intensity curve and by the relation of hardness with FWHM.

• 전자공학회논문지 IE
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• 제48권2호
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• pp.1-5
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• 2011

HVPE법으로 $3{\mu}m$의 GaN epi를 성장하고 이 위에 DC 마그네트론 Sputter를 이용하여 Ti stripe 패턴 형성하였으며 다시 HVPE를 이용하여 $120{\mu}m$ ~ $300{\mu}m$ 두께의 GaN를 overgrowth하였다. 성장된 GaN는 SEM 측정으로 Ti 패턴한 부분에서 void가 관찰되었고 보다 두꺼운 GaN를 성장시에는 크랙이 void를 따라 발생할 수 있음을 확인하였으며 XRD측정으로 FWHM은 188 arcsec로 측정되었다. 성장전의 GaN epi와의 반치폭을 비교하였을 때 패턴에 사용된 Ti는 overgrowth시 결정성에는 크게 영향을 주지 않는다는 것을 확인하였다.

• 한국분말재료학회지
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• 제10권4호
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• pp.241-248
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• 2003

Biaxially textured Ni tapes were fabricated by a cold working and recrystallization heat treatment processes from powder compact rods. The processing parameters associated with the cube texture formation in Ni tapes were systematically investigated by using X-ray diffraction and pole-figure analysis. The Ni powder used in this study was 5 $\mu$m in size and 99.99% in purity. To find the optimum sintering temperature, tensile tests were performed for Ni rods sintered at various temperatures. The Ni rods sintered at 100$0^{\circ}C$ showed poor elongation and low fracture strength, while the Wi rods sintered above 100$0^{\circ}C$ revealed good mechanical properties. The higher elongation and fracture strength of the Ni rods sintered at higher temperatures than 100$0^{\circ}C$ are attributed to the full densification of the sintered rods. The sintered Ni rods were cold-rolled with 5% reduction to the final thickness of 100 $\mu$m and then annealed for development of rube texture in rolled Ni tapes. The annealed Ni tapes depicted strong cube texture with FWHM(full-width at half-maximum) of in-plane and out-of-plane in the range of 8$^{\circ}$ to 10$^{\circ}$. The NiO deposited on the Ni tapes by MOCVD process showed good epitaxy with FWHM=10$^{\circ}$, which indicates that the Ni tapes can be used as a substrate for YBCO coated conductors.

• 한국재료학회지
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• 제29권4호
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• pp.264-270
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• 2019

As a case study on aspect ratio behavior, Kaolin, zeolite, $TiO_2$, pozzolan and diatomaceous earth minerals are investigated using wet milling with 0.3 pai media. The grinding process using small media of 0.3 pai is suitable for current work processing applications. Primary particles with average particle size distribution D50, ${\sim}6{\mu}m$ are shifted to submicron size, D50 ${\sim}0.6{\mu}m$, after grinding. Grinding of particles is characterized by various size parameters such as sphericity as geometric shape, equivalent diameter, and average particle size distribution. Herein, we systematically provide an overview of factors affecting the primary particle size reduction. Energy consumption for grinding is determined using classical grinding laws, including Rittinger's and Kick's laws. Submicron size is obtained at maximum frictional shear stress. Alterations in properties of wettability, heat resistance, thermal conductivity, and adhesion increase with increasing particle surface area. In the comparison of the aspect ratio of the submicron powder, the air heat conductivity and the total heat release amount increase 68 % and 2 times, respectively.

• Nuclear Engineering and Technology
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• 제54권12호
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• pp.4652-4659
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• 2022

Among the detector materials available at room temperature, thallium bromide (TlBr), which has a relatively high atomic number and density, is widely used for gamma camera imaging. This study aimed to verify the usefulness of TlBr through quantitative evaluation by modeling detectors of various compound types using Monte Carlo simulations. The Geant4 application for tomographic emission was used for simulation, and detectors based on cadmium zinc telluride and cadmium telluride materials were selected as a comparison group. A pixel-matched parallel-hole collimator with proven excellent performance was modeled, and phantoms used for quality control in nuclear medicine were used. The signal-to-noise ratio (SNR), contrast to noise ratio (CNR), sensitivity, and full width at half maximum (FWHM) were used for quantitative analysis to evaluate the image quality. The SNR, CNR, sensitivity, and FWHM for the TlBr detector material were approximately 1.05, 1.04, 1.41, and 1.02 times, respectively, higher than those of the other detector materials. The SNR, CNR and sensitivity increased with increasing detector thickness, but the spatial resolution in terms of FWHM decreased. Thus, we demonstrated the feasibility and possibility of using the TlBr detector material in comparison with commercial detector materials.

• Nuclear Engineering and Technology
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• 제55권7호
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• pp.2567-2571
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• 2023

Scintillator materials are widely used in the medical and industrial fields for imaging systems using gamma cameras. In this study, image evaluation is performed by modeling a gamma camera system based on a lutetium-yttrium oxyorthosilicate (LYSO) scintillation detector using a pinhole collimator that can improve the spatial resolution. A LYSO detector-based gamma camera system is modeled using a Monte Carlo simulation tool. The geometric concept of the pinhole collimator is designed using various magnification factors, and the spatial resolution is measured using the acquired source image. To evaluate the resolution, the full width at half maximum (FWHM) and natural image quality assessment (NIQE), a no-reference-based parameter, are used. We confirm that the FWHM and NIQE values decrease simultaneously when the diameter of the pinhole collimator increases. Additionally, we confirm that the spatial resolution improves as the magnification factor increases under the same pinhole diameter condition. Particularly, a 0.57 mm FWHM value is obtained using the modeled gamma camera system with a LYSO scintillation detector. In conclusion, our results demonstrate that a pinhole collimator with a LYSO scintillation detector is a promising gamma camera imaging system.

• 조명전기설비학회논문지
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• 제20권4호
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• pp.7-11
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• 2006

본 논문에서는 $Mo/SiO_2/Si(100)$ 기판 위에 MOCVD(Metal-Organic-Chemical-Vapor Deposition)법을 이용하여 C축 방향으로 성장시킨 AIN(Aluminum Nitride) 박막을 이용하여 GHz대역 무선 통신에서 사용할 수 있는 FBAR(Film-Bulk-Acoustic Resonator)을 제작하였다. 제작된 공진부의 공진주파수와 반공진주파수는 각각 3.189[GHz]와 3.224[GHz]으로 측정되었으며, Q값(Quality Factor)과 유효한 전기기계 결합계수(${k_{eff}}^2$)는 각각 24.7과 2.65[%]로 평가되었다. AIN의 증착(Deposition) 조건은 $950[^{\circ}C]$의 기판표면(Substrate) 온도, 20Torr의 압력, 25000의 N/Al의 V/III비로 증착하였다. $4{\times}10^{-5}[\Omega{cm}]$의 Mo 하부전극 고유저항과 $Mo/SiO_2/Si(100)$ 기판 위에 AIN(0002) FWHM(Full-Width at Half-Maximum) 4를 갖는 C축 방향성의 AIN 박막을 성공적으로 성장시켰다. 따라서 증착된 AIN박막의 FWHM값은 GHz대역 무선 통신용 RF(Radio Frequency) 밴드 패스 필터 설계에 유용하게 사용될 것이다.