• Title/Summary/Keyword: PLS

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OPERATING CHARACTERISTICS OF THE PLS INJECTION KICKER MODULATOR (포항방사광가속기 킼커 대출력 펄스전원장치 운전특성)

  • Nam, S.H.;Jeong, S.H.;Ko, I.S.
    • Proceedings of the KIEE Conference
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    • 1998.07e
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    • pp.1800-1802
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    • 1998
  • The Pohang Light Source (PLS) is a third generation 2 GeV synchrotron machine. An injection kicker modulator is positioned in the PLS storage ring tunnel. The kicker modulator is driving four kicker magnets simultaneously. The kicker magnets produce magnetic field to deflect the stored beam orbit in the storage ring closer to the injected beam from the PLS beam transfer line. The injected beam then falls into the storage ring beam dynamic aperture. The current kicker modulator was upgraded and installed on August 1995. Since then, the kicker modulator has shown very reliable and stable performance. The kicker modulator specifications are ${\sim}6.0{\mu}s$ full width, ${\sim}24$ kA peak current, and 10 Hz repetition rate. Output current waveform is a half sinusoid. Two thyratron switches(EEV CX-1536AX) are used in the kicker modulator. Total accumulated thyratron heater run hour is about 15,000 hours as of May 1998. Measurement result of spatial magnetic field distribution in the kicker magnet shows good uniformity.

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Understanding Korean College Students' Social Commerce Behavior through an Integrated Model of Technology Readiness, Technology Acceptance Model, and Theory of Planned Behavior (한국 대학생의 소셜 커머스 행동의 이해: 기술준비도, 기술수용모형 및 계획된 행동이론의 통합모형을 중심으로)

  • Joo, Ji Hyuk
    • Journal of Digital Convergence
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    • v.13 no.7
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    • pp.99-107
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    • 2015
  • When new information communication technologies(ICTs) have appeared, researchers and praticitioners have explored how to spread the technologies. In e-commerce, social commerce has been introduced recently and attempts to understand social commerce have proposed diverse research models. This study proposed a hypothetical model which integrates technology readiness(TR), technology acceptance model(TAM), and theory of planned behavior(TPB). Through PLS path modeling, we found that every hypothesis except social norm-intention path alone proved significant. This result means that integrated model is useful to understand the adoption of new ICTs including social commerce. Finally, based on the findings, suggestions for future research were discussed.

A quantitative determination of surfactant mixtures by FT-IR (FT-IR을 이용한 계면활성제 혼합물의 정량)

  • 최종근;노경원
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.21 no.2
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    • pp.129-139
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    • 1995
  • To confirm the usefulness of partial least-squares(PLS) and multiple scattering correction(MSC) method for quantitation of surfactants in [quantitative methods using FT-lR, reconsitituted mixtures of LAS, MES and ELA-9 were tested. Each mixture was dissolved in 50% EtOH, dried, and applied to the KBr cell. From the IR spectra of these mixture, the variance spectrum was obtained. After repeated calibrations for the various regios of this spectrum, we found that 1245-1130cm-1 and 1070-1010cm-1 showed the strong correlation with each component of the sample mixture: all the correlation coefficients were 1.000 and quantitative errors did not exceed 0.32%. From this result, we concluded that PLS method and MSC method are very useful and can be successfully applied to Quality control.

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Moisture Content Measurement Technique for Powdered Food using NIR Reflectance Spectroscopy (근적외선 반사스펙트럼을 이용한 분말식품의 저함수율 측정 기술)

  • 모창연;노상하
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 2002.02a
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    • pp.444-449
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    • 2002
  • 1. 시료의 흡광도는 입도가 커짐에 따라 전체 파장 영역에 걸쳐 증가하는 경향을 보였다. 가시광 영역에서는 입도 보다도 색상의 영향이 큰 것으로 나타났다. 2. 시료의 함수율과 각 파장에서의 흡광도 사이의 상관관계는 550~950nm 영역에서는 상관계수가 0.53이하로 작았으며, 물의 흡수파장대역인 1430 nm 부근에서는 0.85~0.87로 높게 나타났다. 3. 각 시료들의 반사 스펙트럼을 이용하여 세 가지 파장 영역에 대해 PLS회귀모델과 MLR 모델에 의한 함수율 예측 모델을 개발하였다. 모든 시료에서 PLS회귀모델이 MLR 회귀 모델보다 예측성능이 우수하였다. 4. PLS회귀 모델에서 전처리 효과를 분석한 결과, 시료의 입도에 따른 흡광도의 차이를 보정하기 위해 평활화, 미분, MSC, SNV 등의 전처리가 필요한 것으로 판단되었다. 5. 전체시료에 대해 함수율 예측을 위한 PLS회귀모델을 개발한 결과 400~2500nm영역에서의 개발된 모델의 예측성능은 $R^2$=0.9986, SEP=0.2166, 900~1700nm영역에서의 모델은 $R^2$=0.9985, SEP=0.2233이었으며 550~950nm 영역에서의 모델은 $R^2$=0.9838, SEP=0.7405로 나타났다. 각 시료의 종류별로 회귀모델을 개발할 경우 상기 결과보다 SEP가 더욱 작게 나타났다. 6. 이 연구 결과에 의하면 현재 시판되고 있는 실시간 분광기를 이용할 경우 시료의 입도에 무관한 온라인 함수율 측정장치의 개발이 가능할 것으로 판단된다.

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PLS-SEM to Predict the Relationship between Procedural Justice, Organizational Commitment, OCB, and Job Satisfaction

  • MARIA, Siti;DARMA, Dio;SETYAWAN, Hery
    • Journal of Wellbeing Management and Applied Psychology
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    • v.3 no.3
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    • pp.1-13
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    • 2020
  • Human resource management has always been the most important part of any organization (corporate and government-owned). Until whenever improvement in human resource management is always the background of every problem that occurs in the organization. This study aims to examine the relationship of procedural justice and organizational commitment to OCB satisfaction and job satisfaction in the Public Works Office of Kutai Kartanegara Regency. Sampling involved the entire population, i.e. 109 informants. They are employees who have goods and services certificates. Hypothesis test carried out with the SEM-PLS model in two stages (outer model and inner model). After that, the survey data was used SMART PLS 3.0. Based on empirical findings, we find that procedural justice has a positive and significant effect on OCB, while organizational commitment does not. Procedural justice, organizational commitment, and OCB have had a positive and significant effect on job satisfaction. The novelty of the study lies in the originality value that describes the conditions in a government agency with different benchmarks (variables and indicators) from previous studies, so it is very interesting and varied.

Reconstruction of Paleo-Temperature During the Holocene Using WA-PLS Analysis of Modern Pollen From the Surface Soil in the Southeastern Part of the Korean Peninsula (표층화분의 WA-PLS 분석을 통한 한반도 남동부지역 홀로세 고기온 복원)

  • Yoon, Soon-Ock;Hwang, Beomjin;Hwang, Sangill
    • Journal of The Geomorphological Association of Korea
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    • v.24 no.4
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    • pp.13-25
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    • 2017
  • To reconstruct the paleo-temperature quantitatively and to overcome limitation of traditional qualitative pollen analysis, this study was performed pollen analysis using the modern surface soil at Yulha-dong, Gimhae-si of southeastern part of Korean peninsula. Canonical Correspondence Analysis(CCA) was done to identify the most important environment variable about composition of modern surface pollen sample. Also, Weighted Average-Partial Least Square(WA-PLS) was analyzed to obtain modern surface pollen-temperature transfer function. The transfer function was applied to the results of qualitative fossil pollen analysis at Yulha-dong, Gimhae-si, Sampyung-ri, Ulsan-si and Taewha-dong, Ulsan-si. Therefore, the paleo-temperature was reconstructed during the Holocene since 6,200 yr BP. According to the results of the research, it is $1{\sim}2^{\circ}C$ lower than the current average annual temperature at the study area in 6,200 yr BP, since then it increased to the same level to the current temperature and decreased again until 2,600 yr BP. From the 2,600 yr BP, the temperature was fluctuated to the present.

Determination of Emamectin Benzoate in Eel, Halibut, and Shrimp Using QuEChERS-EDTA and LC-MRM

  • Cho, Ha Ra;Kim, Dong Yoon;Lee, Hyo Chun;Han, Sang Beom;Shin, Ho-Chul;Choi, Yong Seok
    • Mass Spectrometry Letters
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    • v.9 no.4
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    • pp.100-104
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    • 2018
  • As a part of efforts to establish the positive list system (PLS) in South Korea, a method to determine residual emamectin benzoate (EB) in various aquatic products using QuEChERS-EDTA and LC-MRM was developed. The developed method was validated in the aspects of specificity, linearity (correlation coefficient of at least 0.996), sensitivity (the limit of detection and the lower limit of quantitation ${\leq}5ng/g$), recovery (the recovery range of 87.4 and 96.2), and precision (the relative standard deviation of recovery between 0.9 and 13.5). Additionally, the validated method was successfully applied for monitoring EB contamination in eel, halibut, and shrimp collected from local food markets. To our knowledge, the present method is the first one to determine residual EB in various aquatic products at the level satisfying the PLS and could contribute to the establishment of the PLS in South Korea.

Factors of Large-scale Tourism Development Projects Process Delay (대규모 관광개발사업의 사업지연 요인)

  • Lee, Hye-Ju;Kim, Hye-Ran;Lee, Myeong-Hun
    • The Journal of the Korea Contents Association
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    • v.13 no.10
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    • pp.565-573
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    • 2013
  • Uncertainty in large-scale tourism development is the main reason of the delay on the project. The purpose of this study is to identify the status and effect of this large-scale tourism development project. Huge amount of funds has to be invested prior to the development of this project and with high uncertainty of successful development, the procedure is the most important factor of this project. Therefore, under the basis of these assumptions, we operated a PLS regression analysis to see any factors that has influence during the procedure of the project. The result of the PLS regression analysis resulted that among all of the factors, the participation and role of regional community is the highest priority. In order to lead large-scale tourism development to success is to listen to the ideas of various project-related personnels and form a public - private partnership for evaluation of the project.

Multiple Factors in the Second Trimester of Pregnancy on Preterm Labor Symptoms and Preterm Birth (임신 2삼분기 여성의 조기진통 증상과 조산에 영향을 미치는 다인성 요인)

  • Kim, Jeung-Im;Cho, Mi-Ock;Choi, Gyu-Yeon
    • Journal of Korean Academy of Nursing
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    • v.47 no.3
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    • pp.357-366
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    • 2017
  • Purpose: The aim of this study was to determine the influence of various factors on preterm labor symptoms (PLS) and preterm birth (PB). Methods: This prospective cohort study included 193 women in the second stage of pregnancy. Multiple characteristics including body mass index (BMI), smoking, and pregnancy complications were collected through a self-report questionnaire. Pregnancy stress and PLS were each measured with a related scale. Cervical length and birth outcome were evaluated from medical charts. Multiple regression was used to predict PLS and logistic regression was used to predict PB. Results: Multiple regression showed smoking experience, pregnancy complications and pregnancy specific stress were predictors of PLS and accounted for 19.2% of the total variation. Logistic regression showed predictors of PB to be twins (OR=13.68, CI=3.72~50.33, p<.001), shorter cervix (<25mm) (OR=5.63, CI=1.29~24.54, p<.05), BMI >25 ($kg/m^2$) (OR=3.50, CI=1.35~9.04, p<.01) and a previous PB (OR=4.15, CI=1.07~16.03, p<.05). Conclusion: The results of this study show that the multiple factors affect stage II pregnant women can result in PLS or PB. And preterm labor may predict PB. These findings highlight differences in predicting variables for pretrm labor and for PB. Future research is needed to develop a screening tool to predict the risk of preterm birth in pregnant women.

Qualitative correlation between postoperatively increased vertical dimension and mandibular position in skeletal class III using partial-least-square path modeling

  • Kim, Na-Ri;Park, Soo-Byung;Lee, Jihyun;Choi, Youn-Kyung;Shin, Sang Min;Choi, Yong-Seok;Kim, Yong-Il
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.39
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    • pp.15.1-15.7
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    • 2017
  • Background: This study constructed a partial-least-square path-modeling (PLS-PM) model and found the pathway by which the postsurgical vertical dimension (VD) affects the extent of the final mandibular setback on the B point at the posttreatment stage for the skeletal class III surgery-first approach (SFA). Methods: This study re-analyzed the data from the retrospective study by Lee et al. on 40 patients with skeletal class III bimaxillary SFA. Variables were obtained from cone beam computed tomography (CBCT)-generated cephalograms. Authors investigated all variables at each time point to build a PLS-PM model to verify the effect of the VD on the final setback of the mandible. Results: From PLS-PM, an increase in $VD_{10}$ was found to decrease the absolute value of the final setback amount of the mandible, which reflects the postsurgical physiological responses to both surgery and orthodontic treatment, which, in turn, can be interpreted as an increase in postoperative mandibular changes. Conclusions: To resolve the issue of collinear cephalometric data, the present study adopted PLS-PM to assess the orthodontic treatment. From PLS-PM, it was able to summarize the effect of increased postsurgery occlusal vertical dimension on the increased changeability of the B point position at the posttreatment stage.