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A Study on the analysis of Research Data Management and Sharing of Science & Technology Government-funded Research Institutes (과학기술분야 출연연구기관 연구데이터 관리 및 공유 사례 분석 연구)

  • Park, Miyoung;Ahn, Inja;Nam, Seungjoo
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.29 no.4
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    • pp.319-344
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    • 2018
  • As a part of the open science policy, this study compared the perception of research data sharing and utilization by academic field. Based on this, in - depth interviews were conducted with semistructured questions to the data task managers of 27 government - funded research institutes in science and technology. Among them, nine excellent organizations were selected from the viewpoint of data management and cases of research data collection and management were specifically presented. The State of the collection and management of research data by the participating research institutes is generally a pilot project stage, and the level of collection and establishment of data also differs by institution. In terms of institutions, they are divided into three levels: the level of collection and establishment of data(KIOM), the advanced level of it (KIST), And level of steps to start sharing (KRIBB, KRICT).

Deep learning-based anomaly detection in acceleration data of long-span cable-stayed bridges

  • Seungjun Lee;Jaebeom Lee;Minsun Kim;Sangmok Lee;Young-Joo Lee
    • Smart Structures and Systems
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    • v.33 no.2
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    • pp.93-103
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    • 2024
  • Despite the rapid development of sensors, structural health monitoring (SHM) still faces challenges in monitoring due to the degradation of devices and harsh environmental loads. These challenges can lead to measurement errors, missing data, or outliers, which can affect the accuracy and reliability of SHM systems. To address this problem, this study proposes a classification method that detects anomaly patterns in sensor data. The proposed classification method involves several steps. First, data scaling is conducted to adjust the scale of the raw data, which may have different magnitudes and ranges. This step ensures that the data is on the same scale, facilitating the comparison of data across different sensors. Next, informative features in the time and frequency domains are extracted and used as input for a deep neural network model. The model can effectively detect the most probable anomaly pattern, allowing for the timely identification of potential issues. To demonstrate the effectiveness of the proposed method, it was applied to actual data obtained from a long-span cable-stayed bridge in China. The results of the study have successfully verified the proposed method's applicability to practical SHM systems for civil infrastructures. The method has the potential to significantly enhance the safety and reliability of civil infrastructures by detecting potential issues and anomalies at an early stage.

Effect of Calcination Temperature on Ionic Conductivity of All-solid State Battery Electrolytes (하소 온도가 전고체 전지 전해질의 이온전도도에 미치는 영향)

  • Yu Taek Hong;Ji Min Im;Ki Sang Baek;Chan Gyu Kim;Seung Wook Baek;Jung Hyun Kim
    • New & Renewable Energy
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    • v.20 no.2
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    • pp.71-81
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    • 2024
  • In this study, the electrochemical properties of garnet-structured all-solid-state battery electrolytes (Li6.4La3Zr1.4Ta0.6O12, hereafter LLZTO) were assessed by altering the calcination temperature, while maintaining a consistent sintering duration. Among the various heat treatment conditions employed for sample fabrication, the '700_1100' condition, denoting a calcination temperature of 700℃ and a sintering temperature of 1100℃, resulted in the most exceptional ionic conductivity of 4.89 × 10-4 S/cm and a relative density of 88.72% for the LLZTO material. This is attributed to the low calcination temperature of 700℃, leading to reduced grain size and enhanced cohesiveness, thus resulting in a higher sintered density. In addition, a microstructure similar to the typical sintering characteristics observed in Spark Plasma Sintering (SPS) methods was identified in the SEM analysis results under the '700_1100' condition. Consequently, the '700_1100' heat treatment condition was deemed to optimal choice for enhancing ionic conductivity.

Development of soil certified reference material for determination of the hazardous elements (유해원소 측정용 토양 인증표준물질 개발)

  • Kim, In-Jung;Min, Hyung-Sik;Suh, Jung-Ki;Han, Myung-Sub;Lim, Myung-Chul;Kim, Young-Hee;Shin, Sun-Kyoung;Cho, Kyung-Haeng
    • Analytical Science and Technology
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    • v.23 no.5
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    • pp.485-491
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    • 2010
  • A certified reference material (CRM) of KRISS 109-03-SSD was developed for the analysis of hazardous elements in soil. The target elements were As, Cd, Cr, Cu, Hg, Ni, Pb, Zn being regulated by the Soil Environment Conservation Act. Starting material was collected from tailing dump of an unworked tungsten mine at Sangdong (Gangwon-do, Korea). The starting material under-went through a series of fabricating process steps of screening, drying, grinding, sieving, blending, bottling, sterilization and was certified according to the ISO Guide 35. Isotope dilution-inductively coupled mass spectrometry (ID-ICP/MS) and instrumental neutron activation analysis (INAA) were used for the measurement. Homogeneity was tested according to ISO 13528 annex B. The certified values were determined using the results from two different methods or from two independent measurements using a method. Finally, certified values of seven elements of arsenic, cadmium, chromium, copper, lead, nickel and zinc were determined. Mercury did not satisfied the criteria of homogeneity and the result would be provided for information only, together with iron and tungsten. It was also studied, the extractable fraction of elements by aqua regia according to the ISO 11466 protocol being frequently studied for the purpose of environmental monitoring. It was performed as a inter-laboratory study by 6 laboratories of a public institute and universities. Standard deviation among the laboratories was much bigger than the uncertainty of the certified value. The result of inter-laboratory study on the extractable fraction will be provided for information, only.

Background effect on the measurement of trace amount of uranium by thermal ionization mass spectrometry (열이온화 질량분석에 의한 극미량 우라늄 정량에 미치는 바탕값 영향)

  • Jeon, Young-Shin;Park, Yong-Joon;Joe, Kih-Soo;Han, Sun-Ho;Song, Kyu-Seok
    • Analytical Science and Technology
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    • v.21 no.6
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    • pp.487-494
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    • 2008
  • An experiment was performed for zone refined Re-filament and normal (nonzone refined) Re-filament to reduce the background effect on the measurement of low level uranium samples. From both filaments, the signals which seemed to come from a cluster of light alkali elements, $(^{39}K_6)^+$, $(^{39}K_5+^{41}K)^+$ and $PbO_2$ were identified as the isobaric effect of the uranium isotopes. The isobaric effect signal was completely disappeared by heating the filament about $2000^{\circ}C$ at < $10^{-7}$ torr of vacuum for more than 1.5 hour in zone refined Refilaments, while that from the normal Re-filaments was not disappeared completely and was still remained as 3 pg. of uranium as the impurities after the degassing treatment was performed for more than 5 hours at the same condition of zone refined filaments. A threshold condition eliminating impurities were proved to be at 5 A and 30 minutes of degassing time. The uranium content as an impurity in rhenium filament was checked with a filament degassing treatment using the U-233 spike by isotope dilution mass spectrometry. A 0.31 ng of U was detected in rhenium filament without degassing, while only 3 pg of U was detected with baking treatment at a current of 5.5 A for 1 hr. Using normal Re-filaments for the ultra trace of uranium sample analysis had something problem because uranium remains to be 3 pg on the filament even though degassed for long hours. If the 1 ng uranium were measured, 0.3% error occurred basically. It was also conformed that ionization filament current was recommended not to be increased over 5.5 A to reduce the background. Finally, the contents of uranium isotopes in uranium standard materials (KRISS standard material and NIST standard materials, U-005 and U-030) were measured and compared with certified values. The differences between them showed 0.04% for U-235, 2% for U-234 and 2% for U-236, respectively.

Calibration System for Angular Vibration Using Precision Rotary Encoder (고정밀 회전엔코더를 이용한 회전진동 교정시스템)

  • Nam, Seunghwan;Baik, Kyungmin;Cheung, Wan-Sup
    • The Journal of the Acoustical Society of Korea
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    • v.33 no.1
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    • pp.31-39
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    • 2014
  • In this paper, two calibration methods for angular vibration pickups using a precision rotary encoder are proposed. The KRISS (Korea Research Institute of Standards and Science) primary angular vibration calibration system and the calibration procedures are briefly explained. The rotary encoder is shown to be calibrated in two methods: The one is to use the laser interferometer to calibrate the rotary encoder under test and the other is to exploit the certificate of the encoder supplied. Complex sensitivities measured from the first are shown to be less than 0.1 % difference in magnitude and $0.01^{\circ}$ difference in phase shift in reference to those of the primary calibration system. Their expanded uncertainties were observed to be less than 0.6 % in magnitude and $0.4^{\circ}$ in phase shift over the range of 0.4 to 200 Hz. Under the same calibration conditions, complex sensitivities evaluated by the second method are shown be 0.1 % difference in magnitude and $0.6^{\circ}$ difference in phase shift in reference to those of the primary calibration system. Their expanded uncertainties were seen to be less than 4.8 % in magnitude and $2.8^{\circ}$ in phase shift.

반도체 공정용 소재 및 부품 성능 평가 연구

  • Im, Seong-Gyu;Park, Sang-Hyeon;Im, Jong-Yeon;Gang, Sang-U
    • Proceedings of the Korean Vacuum Society Conference
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    • 2015.08a
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    • pp.72-72
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    • 2015
  • 메모리 반도체 세계 시장 점유율 1위 뿐만 아니라 국내 전체 산업 가운데 가장 중추적인 역할을 하는 반도체 산업의 지속적인 성장과 국가 경제의 발전을 위해서 소자 업체 뿐만 아니라 장비, 소재, 부품 산업의 동반 성장은 반드시 필요하다. 그 중에서 특히 소재, 부품 산업을 발전시키는 것이 국산 반도체 장비의 시장 점유율이 낮은 현 시점에서 가장 필요한 선택이다. 반도체 소재, 부품 산업의 발전을 위해서 제일 먼저 해야할 일은 영세한 국내 반도체 소재, 부품 산업을 활성화 시키는 것이며, 지속 적인 연구 개발, 성능 평가 방안 확보, 수요 업체와의 연계 방안 확보 등이 주요 현안이다. 반도체 소자 업체, 장비 업체에서 원하는 소재 및 부품의 성능을 만족하는 제품을 만들기 위해서는 우선 소재 및 부품의 기본 특성을 만족하는지에 대한 평가가 필요하고, 더 나아가서는 디바이스의 특성을 만족시켜줄 수 있는 한 단계 상향된 수요자의 요구 조건을 만족 시켜줄 수 있어야 한다. 본 연구에서는 그 중 특히 중요한 요소인 성능 평가에 대해서 논하고자 한다. 우선 반도체 공정용 소재에 대해서 살펴 보면 대표적인 반도체 소재로 증착용 Precursor, Photo Resistor, Sputter Target 등이 있다, 평가 방법으로는 ALD용 Precursor의 경우 대기 노출시 폭발, 화염 발생 등의 위험 요소를 안고 있어 특별한 주의가 요구 된다. PR이나 Sputter Target은 상대적으로 위험성은 적으며, 다양한 성능 평가 들이 가능하다. 다음으로 부품 평가에 대해서 살펴 보자. 본 원에서 가장 많이 진행된 부품 평가는 개발된 Pump의 성능 평가이다. 개발된 Pump는 1차적으로 KRISS 진공센터 에서 기본 Pumping 능력 평가를 실시하고, 다음으로 공정 평가를 실시한다. Pump마다 특성이 달라서 각 펌프의 성능 평가에 적합한 공정과 장비를 우선 선정하고 그에 합당한 공정을 진행하여 평가를 실시한다. 고 진공용인 Cryo Pump는 순수한 물질의 증착이 중요한 Metal Sputter 공정 장비에 장착하여 공정용 Gas를 흘리면서 Pump의 구동에 따른 성능 평가를 하고, 다음으로 실제로 Metal Sputter를 실시해서 Wafer에 증착된 물질의 특성을 확인한다. 다음으로 Turbo Pump의 경우 Etch 장비에 장착하여 Etch Uniformity, Etch Rate, By-product 배출 정도에 대해서 평가를 한다. Dry Pump는 비교적 공정 압력이 낮은 PECVD 공정 장비에서 평가를 진행 한다. 마지막으로 공정 진단, 챔버 상태 진단 등을 할 수 있는 별도의 부품 또는 장치로 PBMS, PCDS, OES 등의 평가에 대해서 논한다. 본 장치들은 실제 반도체 공정 장비와 환경에서 평가가 되어야지만 최종 사용자 입장에서 신뢰를 가지고 결과에 대해서 접근할 수 있다. 위에 논의된 장치들은 현재 공정 장비에 부착되어서 판매 되고 있는 것이 아니라 수요가 많지 않으나, 자체 성능 개선과 적합한 평가를 통해서 장치의 성능이 인정되면 300 mm 이상 Wafer 공정에서 반드시 필요한 실시가 공정 진단을 위해서 폭발적인 수요를 창출할 수 있으리라 본다.

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FABRICATION OF Nb/Al SUPERCONDUCTING TUNNEL JUNCTION (Nb/Al SUPERCONDUCTING TUNNEL JUNCTION의 제작)

  • Cho, Sung-Ik;Park, Young-Sik;Park, Jang-Hyun;Lee, Yong-Ho;Lee, Sang-Kil;Kim, Sug-Whan;Han, Won-Yong
    • Journal of Astronomy and Space Sciences
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    • v.21 no.4
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    • pp.481-492
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    • 2004
  • We report the successful fabrication and I-V curve superconductivity test results of the Nb/Al-based superconducting tunnel junctions. STJs with side-lengths of 20, 40, 60 and $80{\mu}m$ were fabricated by deposition of polycrystalline Nb/Al/AlOx/Al/Nb 5-layer thin films incorporated on a 3-inch Si wafer. STJ was designed by $Tanner^{TM}$ L-Edit 8.3 program, and fabricated in SQUID fabrication facility, KRISS. S-layer STJ thin-films were fabricated using UV photolithography, DC magnetron sputtering, Reactive ion etching, and CVD(Chemical Vapor Deposition) techniques. Superconducting state test for STJ was succeeded in 4K with liquid helium cooling system. Their performance indicators such ie energy gap, normal resistance, normal resistivity, dynamic resistance, dynamic resistivity, and quality factor were measured from I-V curve. Fabricated Nb/Al STJ shows $11\%$ higher FWHM energy resolution than genuine Nb STJ.

Aethalometer-based Estimate of Mass Absorption Cross Section of Black Carbon Particles at an Urban Site of Gwangju (광주 지역에서 aethalometer 측정 블랙 카본 입자의 질량흡수단면 평가)

  • Park, Seung-Shik;Yu, Geun-Hye;Lee, Sang-Il;Bae, Min-Suk
    • Journal of Korean Society for Atmospheric Environment
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    • v.34 no.5
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    • pp.727-734
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    • 2018
  • In this study, real-time absorption coefficients of carbonaceous species in $PM_{2.5}$ was observed using a dual-spot 7-wavelength Aethalometer between November 1, 2016 and December 31, 2017 at an urban site of Gwangju. In addition, 24-hr integrated $PM_{2.5}$ samples were simultaneously collected at the same site and analyzed for organic carbon and elemental carbon (OC and EC) using the thermal-optical transmittance protocol. A main objective of this study was to estimate mass absorption cross section (MAC) values of black carbon (BC) particles at the study site using the linear regression between aethalometer-based absorption coefficient and filter-based EC concentration. BC particles observed at 880 nm is mainly emitted from combustion of fossil fuels, and their concentration is typically reported as equivalent BC concentration (eBC). eBC concentration calculated using MAC value of $7.77m^2/g$ at wavelength of 880 nm, which was proposed by a manufacturer, ranged from 0.3 to $7.4{\mu}g/m^3$ with an average value of $1.9{\pm}1.2{\mu}g/m^3$, accounting for 7.3% (1.5~20.9%) of $PM_{2.5}$. The relationship between aerosol absorption coefficients at 880 nm and EC concentrations provided BC MAC value of $15.2m^2/g$, ranging from 11.4 to $16.2m^2/g$. The eBC concentrations calculated using the estimated MAC of $15.2m^2/g$ were significantly lower than those reported originally from aethalometer, and ranged from 0.2 to $3.8{\mu}g/m^3$, with an average of $1.0{\pm}0.6{\mu}g/m^3$, accounting for 3.7% of $PM_{2.5}$ (0.8~10.7%). Result from this study suggests that if the MAC value recommended by the manufacturer is applied to calculate the equivalent BC concentration and radiative forcing due to BC absorption, they would result in significant errors, implying investigation of an unique MAC value of BC particles at a study site.

Revealing the Spatial Distribution of Inorganic Elements in Rice Grains

  • Jeon, Ji Suk;Choi, Sung Hwa;Lee, Ji Yeon;Kim, Ji A;Yang, Young Mi;Song, Eun Ji;Kim, Jae Sung;Yang, Jung Seok;Kim, Kyong Su;Yoo, Jong Hyun;Kim, Hai Dong;Park, Kyung Su
    • Bulletin of the Korean Chemical Society
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    • v.35 no.11
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    • pp.3289-3293
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    • 2014
  • Femtosecond laser ablation (fs LA) was used in this study to identify pollution by heavy metals and the distribution of elemental nutrients at different rice milling ratios. Polished rice (degrees of milling of 3, 5, 7, 9, and 11) was collected from major Korean supermarkets and one sample thereof was selected. An internal quality control experiment was conducted using a rice flour certified reference material from the Korea Research Institute of Standards and Science (KRISS CRM) for the evaluation of the efficacy. To assess the effectiveness of the analysis method, the reliability was validated using a food analysis performance assessment scheme (FAPAS), with chili powder serving as an external quality control. The results of the analysis of the inorganic elements Ti, Ca, Al, Fe and Mn in white and brown rice with degrees of milling of 3, 5, 7, 9 and 11 using ICP-MS, ICP-OES and AAS revealed contents of 0.40, 49.2, 2.43, 5.36 and 10.3 mg/kg in white rice and 0.59, 78.0, 7.52, 11.0 and 18.5 mg/kg in brown rice, respectively. Among the elements, there were remarkable differences in the measured contents. By comparing the contents of the elements at different degrees of milling, Ti, Co, As, Ca, Al, Cu, Fe, and Mn were determined to be distributed on the surface of the rice grains, whereas the contents of Cd and Pb increased toward the center of the rice grains, and Si was evenly distributed. After the quantitative analysis of rice samples polished to different degrees of milling, Ca and Al, which were contained in large amounts, and Si were analyzed with specificity by fs LA. The results show that Ca and Al were distributed in the rice husk (protective covering of rice) and Si was distributed in all parts of the rice.