• Title/Summary/Keyword: sem

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A Study on Factor Analytical Methods and Procedures for PLS-SEM (Partial Least Squares Structural Equation Modeling)

  • YIM, Myung-Seong
    • The Journal of Industrial Distribution & Business
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    • v.10 no.5
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    • pp.7-20
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    • 2019
  • Purpose - This study provides appropriate procedures for EFA to help researchers conduct empirical studies by using PLS-SEM. Research design, data, and methodology - This study addresses the absolute and relative sample size criteria, sampling adequacy, factor extraction models, factor rotation methods, the criterion for the number of factors to retain, interpretation of results, and reporting information. Results - The factor analysis procedure for PLS-SEM consists of the following five stages. First, it is important to look at whether both the Bartlett test of sphericity and the KMO MSA meet the qualitative criteria. Second, PAF is a better choice of methodology. Third, an oblique technique is a suitable method for PLS-SEM. Fourth, a combined approach is strongly recommended to factor retention. PA should be used at the onset. Next, it is recommended using the K1 criterion. In addition, it is necessary to extract factors that increase the total variance explanatory power through the PVA-FS. Finally, it is appropriate to select an item with a factor loading into 0.5 or higher and a communality of 0.5. Conclusions - It is expected that the accurate factor analysis processed for PLS-SEM as previously presented will help us extract more precise factors of the structural model.

Novel Imidazolium Ionic Liquids Containing Quaternary Ammonium Iodide or Secondary Amine for Dye-sensitized Solar Cell

  • Seo, Dong-Wan;Lim, Young-Don;Lee, Soon-Ho;Ur, Soon-Chul;Kim, Whan-Gi
    • Bulletin of the Korean Chemical Society
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    • v.32 no.8
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    • pp.2633-2636
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    • 2011
  • A new type of ionic liquid based on N-(3-aminepropyl)imidazolium iodide, called IIQAI, which consists of imidazolium and quaternary ammonium salt, and APII-(hydroxyethyl, propyl, hexyl) were synthesized and used as ionic liquid in dye-sensitized solar cells. APII-hexyl is solid, whereas IIQAI, APII-(hydroxyethyl, propyl) are viscous liquids. The synthesized ionic liquid showed relative thermal stability compared to the commercial ionic liquid of DMII. Among them, IIQAI was more stable than the other ionic liquid because of the two salt groups. APII-hydroxyethyl, which contains two hydroxyl groups, showed low viscosity with good flow. New types of ionic liquids were examined by $^1H$-NMR spectroscopy, thermo gravimetric analysis (TGA). IIQAI enabled a solar energy conversion efficiency of 6.3%, which is slightly higher than that of the referenced (DMII, 6.2%).

Reliability of Scapular Winging Measurement Using a Scapulometer (익상견갑의 평가를 위한 "Scapulometer"의 신뢰도 연구)

  • Weon, Jong-Hyuek;Choi, Houng-Sik;Kwon, Hyuk-Cheol
    • Physical Therapy Korea
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    • v.17 no.2
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    • pp.10-16
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    • 2010
  • This study was undertaken to develop the scapulometer, a measuring tool for scapular winging, and to determine the reliability of scapulometer. Thirty subjects with scapular winging greater than 2 cm participated in this study. Two examiners measured scapular winging using the scapulometer. Standardized measurement position of each subject was as follows: neutral position of shoulder and wrist, $90^{\circ}$ flexion of elbow, and cuff weight of 5% and 10% of body weight (BW) to neutral wrist. The interrater and intrarater reliability were calculated with an intraclass correlation coefficient (ICC) with 95% confidence interval (CI) and standard error of measurement (SEM) at 5% BW and 10% BW. The level of scapular winging was tested between 5% BW and 10% BW with a paired t-test. The interrater reliability was shown to be high at 5% BW (ICC(2,k)=.955, 95% CI=.900~.979, SEM=.07) and at 10% BW (ICC(2,k)=.968, 95% CI=.930~.985, SEM=.06). The intrarater reliability was shown to be high at 5% BW (ICC(2,k)=.921, 95% CI=.842~.961, SEM=.09) and at 10% BW (ICC(2,k)=.906, 95% CI=.813~.954, SEM=.10). The level of scapular winging was significantly different between 5% BW and 10% BW. Conclusively, it is demonstrated that the scapulometer is an objective and qualitative measurement tool for scapular winging.

Vibration analysis of a multi-span beam subjected to a moving point force using spectral element method

  • Jeong, Boseop;Kim, Taehyun;Lee, Usik
    • Structural Engineering and Mechanics
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    • v.65 no.3
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    • pp.263-274
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    • 2018
  • In this study, we propose a frequency domain spectral element method (SEM) for the vibration analysis of a multi-span beam subjected to a moving point force. This study is an extension of the authors' previous study for a single-span beam subjected to a moving point force, where the two-element model-based SEM was applied. In this study, each span of a multi-span beam is represented by the Timoshenko beam model and the moving point force is transformed into the frequency domain as a series of each stationary point force distributed on the multi-span beam. The span at which a stationary point force is located is represented by two-element model, but all other spans are represented by one-element models. The vibration responses to a moving point force are obtained by superposing all individual vibration responses generated by each stationary point force. The high accuracy and computational efficiency of the proposed SEM are verified by comparing the solutions by SEM with exact analytical solutions by the integral transform method (ITM) as well as the solutions by the finite element method (FEM).

The Piezoelectrc properties of (Na,K)$NbO_3$-system Pb-free Piezoelectric Ceramics with $Bi_2O_3$ Addition ($Bi_2O_3$ 첨가에 따른 (Na,K,Li)$NbO_3$계 무연 압전 세라믹스의 압전특성)

  • Ryu, Sung-Lim;Lee, Ho-Il;Bae, Se-Hwan;Kim, Ju-Hyun;Kim, Yong-Ju;Seo, Sang-Hyun
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2005.11a
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    • pp.216-217
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    • 2005
  • In this paper, in order to develop Pb-free piezoelectric ceramics, $(Li_{0.05}Na_{0.57}K_{0.38})NbO_3$ ceramic was fabricated with the variation of $Bi_2O_3$ addition. Piezoelectric properties of the ceramic were varied with the amount of $Bi_2O_3$ addition and showed the maximum kp value at.0.2 wt% $Bi_2O_3$ addition. Qm of $Bi_2O_3$ added ceramics showed lower values than the non-added ceramics, however, the kp was increased by the addition of $Bi_2O_3$ up to 0.2 wt%. At the sintering temperature of 1110$^{\circ}C$ and the calcination temperature of 850$^{\circ}C$, the optimal values of density=4.52g/$cm^3$, kp=0.47, $\varepsilon_r$=400 were obtained.

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Selective Dispersion of Carbon Nanotubes by Octadecylainine (옥타데실아민(octadecylamine)을 이용한 탄소나노튜브의 선택적 분산)

  • Lee Kwang-Hoon;Park Hoon;Chae Hee-Baik
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.7 no.1
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    • pp.27-32
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    • 2006
  • We separated semiconducting single-walled carbon nanotubes(sem-SWCNT) from the HiPco-SWCNTS by dispersion with octadecylamine(ODA). The mixture of acid-treated SWCWTS and ODA was heated at $120^{\circ}C$ for 120hours. ODA physisorbs selectively on the side-wall of sem-SWCNTS. The ODA-treated CNTs were dispersed in tetrahydrofuran(THF) via sonication. The ODA-physisorbed sem-SWCNT can be retained in the supernatant of THF, but met-SWCNT and unabsorbed sem-SWCNT were precipitated in THF. Raman spectra with 514 nm and 1074 nm were investigated. The amount of sem-SWCNT in the supernatant and precipitant was about 94 % and 50 %, respectively.

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Thermoelectric Properties of $Sn_zCo_{3.7}Ni_{0.3}Sb_{12}$ ($Sn_zCo_{3.7}Ni_{0.3}Sb_{12}$의 열전특성)

  • Jung, Jae-Yong;Kwon, Young-Song;Lee, Jung-Il;Ur, Soon-Chul;Kim, Il-Ho
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2007.11a
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    • pp.83-84
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    • 2007
  • Sn-filled and Ni-doped $CoSb_3$ skutterudites were prepared by encapsulated induction melting, and their filling and doping effects on thermoelectric properties were investigated. Single phase ${\delta}-CoSb_3$ was successfully obtained by encapsulated induction melting and subsequent heat treatment at 823K for 5 days. Nickel atoms acted as electron donors by substituting cobalt atoms. Thermoelectric properties were remarkably improved by Sn filling and Ni doping.

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Formation and Dispersion Measurement in Semiconducting Materials Using the SEM and AFM (SEM과 AFM을 사용한 반도전 재료 내 카본블랙의 형태 및 분산성 측정)

  • Lee, Kyoung-Yong;Yang, Jong-Seok;Nam, Jong-Chul;Choi, Yong-Sung;Park, Dong-Ha;Park, Dae-Hee
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2005.07a
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    • pp.236-237
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    • 2005
  • To measure surface roughness and smoothness of semiconducting materials in power cable, we have investigated the formation and growth process of carbon black showed by changing the content of carbon black. The specimens were primarily kneaded in material samples of pellet form for 5 minutes on rollers ranging between 70[$^{\circ}C$] and 100[$^{\circ}C$]. Then they were produced as sheets after pressing for 20 minutes at 180[$^{\circ}C$] with a pressure of 200[kg/cm]. The contents of conductive carbon black were the variable, and their contents were 20, 30 and 40[wt%], respectively. The surface roughness and smoothness of specimens were measured by SEM and AFM. From SEM experimental result, carbon black in specimens formed matrix as a particles. Also we showed growth process of carbon black according to an increment of the content of carbon black. From AFM experimental result, surface roughness of specimens decreased according to an increment of the content of carbon black.

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Microstructure Characteristics and Electrical Properties of Sintered $(Bi,La)_4Ti_3O_{12}$ Ferroelectric Ceramics (소결한 $(Bi,La)_4Ti_3O_{12}$ 강유전체 세라믹의 미세구조 및 전기적 특성)

  • Yoo, Hyo-Sun;Son, Yong-Ho;Ur, Soon-Chul;Ryu, Sung-Lim;Kweon, Soon-Yong
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2006.06a
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    • pp.276-277
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    • 2006
  • 1mm-thick BLT ceramics were sintered in accordance with a bulk ceramic fabrication process. AII XRD peaks detected in the sintered ceramics were indexed as the Bi-layered perovskite structure without secondary phases. Density was increased with increasing the sintering temperature up to $1050^{\circ}C$ and the maximum value was about 98% of the theoretical density. The remanent polarization (2Pr) value of BLT ceramic sintered at $1050^{\circ}C$ was approximately $6.5\;{\mu}C/cm^2$ at the applied voltage of 4.5 kV. The calculated electromechanical coupling factor ($k_t$) of it was about 5% and the mechanical quality factor (Qm) was about 2200. From these results, a BLT ceramic target for pulsed laser deposition (PLD) system was successfully fabricated.

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Analysis of Charred-Woods Excavated from the Daewoongjeon Hall of Youngguksa Temple (영국사 대웅전 출토 탄화목의 재질 분석)

  • Son, Byung Hwa;Park, Won-Kyu
    • Journal of the Korean Wood Science and Technology
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    • v.35 no.1
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    • pp.36-43
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    • 2007
  • Elemental analysis, SEM-EDX, X-ray diffraction (XRD) and IR analysis were adopted to examine the quality of charred woods excavated from the underground of the Daewoongjeon Hall of Youngguksa Temple, Youngdong-gun, Chungbuk, Korea. A large amount of calcium was detected in SEM-EDX analysis. The analyses of chemical elements suggested that completely charred wood was carbonized at about $500^{\circ}C$. The XRD results indicated the destruction of cellulose crystalline region. The IR analysis exhibited that thermal degradation of wood component was different depending upon the carbonization temperature. It can be suggested from the results that PEG with different molecular weights should be used for the conservation of excavated charred woods.