• Title/Summary/Keyword: AI-용해도

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Hydrogenation of Polycyclic Aromatic Hydrocarbons Over Pt/Kieselguhr Catalysts in a Trickle Bed Reactor (Trickle Bed Reactor에서 Pt/Kieselguhr 촉매를 이용한 다환방향족 탄화수소 수소화 반응)

  • Seung Kyo, Oh;Seohyeon, Oh;Gi Bo, Han;Byunghun, Jeong;Jong-Ki, Jeon
    • Clean Technology
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    • v.28 no.4
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    • pp.331-338
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    • 2022
  • The objective of this study is to prepare bead-type and pellet-type Pt (1 wt%)/Kieselguhr catalysts as hydrogenation catalysts for the polycyclic aromatic hydrocarbons (PAHs) included in pyrolysis fuel oil (PFO). The optimal reaction temperature to maximize the yield of saturated cyclic hydrocarbons during the PFO-cut hydrogenation reaction in a trickle bed reactor was determined to be 250 ℃. A hydrogen/PFO-cut flow rate ratio of 1800 was found to maximize 1-ring saturated cyclic compounds. The yield of saturated cyclic compound increased as the space velocity (LHSV) of PFO-cut decreased. The difference in hydrogenation reaction performance between the pellet catalyst and the bead catalyst was negligible. However, the catalyst impregnated by Pt after molding the Kieselguhr support (AI catalyst) showed higher hydrogenation activity than the catalyst molded after Pt impregnation on the Kieselguhr powder (BI catalyst), which was a common phenomenon in both the pellet catalysts and bead catalysts. This may be due to a higher number of active sites over the AI catalyst compared to the BI catalyst. It was confirmed that the pellet catalyst prepared by the AI method had the best reaction activity of the prepared catalysts in this study. The majority of the PFO-cut hydrogenation products were cyclic hydrocarbons ranging from C8 to C15, and C11 cyclic hydrocarbons had the highest distribution. It was confirmed that both a cracking reaction and hydrogenation occurred, which shifted the carbon number distribution towards light hydrocarbons.

A Study on the Development Methodology of Intelligent Medical Devices Utilizing KANO-QFD Model (지능형 메디컬 기기 개발을 위한 KANO-QFD 모델 제안: AI 기반 탈모관리 기기 중심으로)

  • Kim, Yechan;Choi, Kwangeun;Chung, Doohee
    • Journal of Intelligence and Information Systems
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    • v.28 no.1
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    • pp.217-242
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    • 2022
  • With the launch of Artificial Intelligence(AI)-based intelligent products on the market, innovative changes are taking place not only in business but also in consumers' daily lives. Intelligent products have the potential to realize technology differentiation and increase market competitiveness through advanced functions of artificial intelligence. However, there is no new product development methodology that can sufficiently reflect the characteristics of artificial intelligence for the purpose of developing intelligent products with high market acceptance. This study proposes a KANO-QFD integrated model as a methodology for intelligent product development. As a specific example of the empirical analysis, the types of consumer requirements for hair loss prediction and treatment device were classified, and the relative importance and priority of engineering characteristics were derived to suggest the direction of intelligent medical product development. As a result of a survey of 130 consumers, accurate prediction of future hair loss progress, future hair loss and improved future after treatment realized and viewed on a smartphone, sophisticated design, and treatment using laser and LED combined light energy were realized as attractive quality factors among the KANO categories. As a result of the analysis based on House of Quality of QFD, learning data for hair loss diagnosis and prediction, micro camera resolution for scalp scan, hair loss type classification model, customized personal account management, and hair loss progress diagnosis model were derived. This study is significant in that it presented directions for the development of artificial intelligence-based intelligent medical product that were not previously preceded.

고강도 및 파괴인성을 갖는 AI-Li-Cu 합금 개발

  • Kim, Song-Hui;Yun, Yeo-Beom;Hwang, Yeong-Hwa;Choe, Chang-U;Hong, Jun-Pyo;Lee, Eung-Jo
    • Korean Journal of Materials Research
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    • v.3 no.3
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    • pp.253-260
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    • 1993
  • High strength and fracture toughness of Al-Li-Cu alloy(2090 Al alloy) have been achieved by the improvement of melting and casting, extrusion and heat treatment techniques. To establish the sucessful process for semi-industrial scale ingot(20Kg) the following areas have been investigated: (1) Improvement of melting and casting techniques for ingot by introducing atmospheric modifications, vacuum and rotary degassing, and deslagging. (2) The effect of heat treatment on mechanical properties (3) Mechanical characterization by tensile test, fracture toughness test and fatigue crack propagation test. High mechanical properties were found to be intimately related with ingot soundness. Tensile strength of final products varied from 534MPa to 566MPa in peak aged condition while elongation/ductility ranged from 9.0% to 11.9%. From the fracture toughness test with using compact tensile specimen, plane strain fracture toughness($K_{Ic}$) appeared to be 39MPa${\surd}$m in peak aged condition and 23MPa${\surd}$ m in underaged condition. When load ratios of 0.1, 0.3 and 0.5 were given ${\Delta}K_{th}$ was 6.0MPa${\surd}$ m, 5.3MPa${\surd}$ m and 4.3MPa${\surd}$ m respectively.

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Petorshemical Study on the Mantle Xwnoliths in alkli basalts from S. Korea: P-T Regime of Upper Mantle (남한의 알카리 현무암에 분포하는 맨틀포획암의 암석화학적 연구: 상부맨틀포획암의 암석화학적 연구: 상부맨틀의 온도 및 압력 추정)

  • 이한영
    • The Journal of the Petrological Society of Korea
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    • v.4 no.2
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    • pp.104-123
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    • 1995
  • Mantle xenoliths in alkali basalt from Boun, Gansung area, and Baegryung island in S. Korea are spinel lherzolites composed of olivine, orthopyroxene, clinopyroxene, and spinel. The xenoliths generally show triple junctions among grams, kink-banding in olivine and pyroxenes, and protogranular and eqigranular textures having m orlentatron of specific direction. Anhedral brown spinels are disseminated in the intergranular spaces of minerals. Mineral compositions are very homogeneous without compositional zonation from rim to core in grains regardless different locahties. Olivine shows Fo. component of 89.0-90.2 and low CaO of 0.03-0.12wt%, orthopyroxene is enstatite with En component of 89.0 - 90.0 and $Al_2O_3$ of 4-5wt%, and clinopyroxene is diopside having En. component of 47.2-49.1 and $Al_2O_3$ of 7.42-7.64wt% from Boun and 4.70-4.91wt% from Baegryung showing local variation. Spinel shows the distinctive negative trend with increasing of A1 and decreasing of Cr, and Mg value and Cr number are 75.1-81.9 and 8.5-12.6, respectively. To estlmate T and P for these mantle xenoliths pyroxene-geothermometers (Wood and Banno, 1973; Wells, 1977; Mercier, 1980; Sachtleben and Seck, 1981; Bertrand and Mercier, 1985; Brey and Kohler, 1990) and Al-solubility geobarometer (Mercier, 1980; Lane and Ganguly, 1980) are used. Temperatures of Mercier (1980) and Sachtleben and Seck (1981) are compatible and equilibrium temperatures of xenoliths, average value of these two, aiie from $970^{\circ}C$ to $1020^{\circ}C$, and equihbrium pressures derived from Mercier (1980) are in the range of 12-19 Kb (42-63 Km). These temperatures and pressures seem to be reasonble wlth the consideration of Al-isopleths in MAS system (Lane and Ganguly, 1980) and Fe effect on Al-solubility in orthopyroxene (Lee and Ganguly, 1988). Equllibrium of temperatures and pressures of xenoliths in P-T space belong to ocenanic geothem among the Mercier's mantle geotherms (1980) and are completely different from continental geotherms of S. Africa (Lesotho) and S. India having different geologcal ages. anera1 compositions of spmel-lherzohtes in S. Korea and eastern China are primitwe and paleogeothems of both are very s~mllar, but degrees of depletion of upper mantle could be locally different from each other since eastern China has various depleted xenoliths due to different degrees of partial melting.

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A Study on Guidance System for Work Station using AI Techniques (인공지능 기법을 이용한 워크스테이션 조작 지시용 S/W 개발에 관한 연구)

  • Moon, D.S.;Kim, J.H.;Kim, Y.S.;Kim, H.W.;Choi, B.U.
    • Proceedings of the KIEE Conference
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    • 1987.07b
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    • pp.1042-1045
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    • 1987
  • This paper describes a User Guidance System that extracts Conceptual Structure from the input sentence by use of en theory and performs Question Answering in Teletex Manual domain. It uses Frame typed knowledge base and Frame recognizer as Link procedure between CD structure and Frame controller.

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광산란을 이용한 미소표면결함의 비접촉측정법에 관한 연구

  • 강영준
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1991.04a
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    • pp.113-120
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    • 1991
  • 근년, 정밀가공기술의 진보에 따라 AI 합금이나 동등의 연질금속을 이용한 고출력 Laser용 Mirror, 전자계산용 자기Disc기반, Laser Printer용 PloygonMirror등의 Opto-electronics 부품이 경면(Mirror Surface)절삭가공에 의해서, 또 LSI용 Silicon Wafer의 가공은 연마가공에 의해서 nmRmax의 표면조도로 마무리 가공되고 있다. 본 연구에서는 고출력 Laser용 Mirror, 자기Disc기반, Silicon Wafer와 같은 경면(표면 조도 submicron이하)에 존재하는 미소표면결함을 정량적이며, 고속측정이 가능한 방법인 새로운 측정법을 제안하고, 이 시스템을 생산라인에서 가공과 동시에 검사하는 In-process측정이 가능한 특정 시스템의 개발을 최종목표로 하고 있다.

A Study on guidance System for Workstation Using AI Techniques (인공지능 기법을 이용한 워크스테이션 조작지사용 S/W 개발에 관한 연구)

  • Young Sum Kim
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.25 no.2
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    • pp.168-175
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    • 1988
  • This paper describes a User guidance System aimed for user-friendly workstation guider that extracts Conceptual Structure from the input sentence by use of CE theory and performs Question Answering in Teletex Manual domain. It uses Frame typed knowledge base and CD recognizer as link procedure between CE structure and Frame controller.

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스마트 항로표지 관련 AIS-ASM 메시지 현황 조사

  • 김건웅
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2021.11a
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    • pp.31-33
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    • 2021
  • 현재 진행 중인 '스마트 항로표지 현장시설 고도화 연구'는 '확장이 용이한 다목적 플랫폼 설계', '스마트 항로표지용 최적 통신장치 개발' 등이 포함되어 있다. 이 중 AIS-ASM은 AIS를 기반으로 특정 응용에 특화된 메시지를 보낼 수 있는 수단이며, ASM에 대한 활용 가능성이 증대됨에 따라, ITU-R M.2092-0에서는 두 개의 AIS 채널과는 별도로, 두 개의 ASM 채널을 새로 할당하였다. IALA-AISM에서는 각국의 ASM 메시지를 수집하여 제공하고 있는데, 본 논문에서는 이들을 분석하여 현재 운용하고 있는 항로표지 관련 메시지를 살펴보고, 향후 스마트 항로표지에서 활용 가능할 것으로 기대되는 메시지들을 정리한다.

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Dose-Response Relationship of Avian Influenza Virus Based on Feeding Trials in Humans and Chickens (조류인플루엔자 바이러스의 양-반응 모형)

  • Pak, Son-Il;Lee, Jae-Yong;Jeon, Jong-Min
    • Journal of Veterinary Clinics
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    • v.28 no.1
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    • pp.101-107
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    • 2011
  • This study aimed to determine dose-response (DR) curve of avian influenza (AI) virus to predict the probability of illness or adverse health effects that may result from exposure to a pathogenic microorganism in a quantitative microbial risk assessment. To determine the parametric DR relationship of several strains of AI virus, 7 feeding trial data sets challenging humans (5 sets) and chickens (2 sets) for strains of H3N2 (4 sets), H5N1 (2 sets) and H1N1 (1 set) from the published literatures. Except for one data set (study with intra-tracheal inoculation for data set no. 6), all were obtained from the studies with intranasal inoculation. The data were analyzed using three types of DR model as the basis of heterogeneity in infectivity of AI strains in humans and chickens: exponential, beta-binomial and beta-Poisson. We fitted to the data using maximum likelihood estimation to get the parameter estimates of each model. The alpha and beta values of the beta-Poisson DR model ranged 0.06-0.19 and 1.7-48.8, respectively for H3N2 strain. Corresponding values for H5N1 ranged 0.464-0.563 and 97.3-99.4, respectively. For H1N1 the parameter values were 0.103 and 12.7, respectively. Using the exponential model, r (infectivity parameter) ranged from $1.6{\times}10^{-8}$ to $1.2{\times}10^{-5}$ for H3N2 and from $7.5{\times}10^{-3}$ to $4.0{\times}10^{-2}$ for H5N1, while the value was $1.6{\times}10^{-8}$ for H1N1. The beta-Poisson DR model provided the best fit to five of 7 data sets tested, and the estimated parameter values in betabinomial model were very close to those of beta-Poisson. Our study indicated that beta-binomial or beta-Poisson model could be the choice for DR modeling of AI, even though DR relationship varied depending on the virus strains studied, as indicated in prior studies. Further DR modeling should be conducted to quantify the differences among AI virus strains.