• Title/Summary/Keyword: PLS

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Development of Measuring Technique for Somatic Cell Count in Raw Milk by Spectroscopy (분광분석법을 이용한 우유의 체세포수 측정기술 개발)

  • Choi, C.H.;Kim, Y.J.;Kim, K.S.;Choi, T.H.
    • Journal of Biosystems Engineering
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    • v.33 no.3
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    • pp.210-215
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    • 2008
  • The objective of this study was to develop models to predict SCC (somatic cell count) in unhomogenized milk by visible and near-infrared (NIR) spectroscopic technique. Total of 100 milk samples were collected from dairy farms and preserved to minimize propagation of bacteria cells during transportation. Reductive reagents such as methyl red, methylene blue, bromcresol purple, phenol red and resazurin were added to milk samples, and then colors of milk were changed based on SCC of milk. For optimal reductive reagents, reaction time was controlled at 3 level of reaction time. A spectrophotometer was used to measure reflectance spectra from milk samples. The partial least square (PLS) models were developed to predict SCC of unhomogenized milk. The PLS results showed that milk samples with reductive reagents had a good correlation between predicted and measured SCC at 5 minutes of reaction time in the visible range. The PLS models with resazurin reagent had the best performance in $400{\sim}600\;nm$. The prediction results of milk samples with resazurin had 0.86 of correlation coefficient and 14,184 cell/mL of SEP.

Understanding Product Satisfaction in the Context of Online Trading (온라인 거래 환경에서의 상품 만족에 관한 이해)

  • Jo, Hyeon;Park, Sangsun
    • The Journal of the Korea Contents Association
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    • v.13 no.5
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    • pp.436-442
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    • 2013
  • Recently, online environment is actively used so it will be needed to identify the factors influencing satisfaction for continuous success. In this paper, we explain the users' satisfaction of online purchasing IT and verify them through the empirical analysis. We select basic variables from TAM (Technology Acceptance Model) and add specific variables from former research about user's trait. We chose satisfaction, perceived easiness, perceived usefulness, regret and maximizing tendency. Data collected from 150 user who had prior experiences with online purchasing IT were empirically tested against the research model using partial least square (PLS). The results show that perceived easiness, perceived usefulness and regret are significantly related to satisfaction and maximizing tendency has positive impact on perceived easiness, perceived usefulness and regret significantly.

Manufacturing and Experimentation of The Reference Lamp for PLS New Light Source (PLS 신광원의 부 표준램프의 제작 및 실험)

  • Hwang, Myung-Keun;Lee, Se-Hyun;Shin, Sang-Wuk;Cho, Mee-Ryoung;Yang, Seong-Yong;Jung, Kwan-Jin;Bae, Young-Jin
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2007.05a
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    • pp.157-159
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    • 2007
  • 광속구에서 광원(light source)의 광속(luminous flux)을 측정할 때, 통상적인 측정환경의 변화는 보조램프(aux. lamp)를 사용하여 그 차이를 보정할 수 있다. 그러나 PLS(plasma lighting system)와 같이 표준광원과 시료광원의 위치가 크게 다를 경우에는 그에 따른 광속변화를 직접 측정하고 보정계수를 산출 반영하거나 시료광원의 측정위치와 동일한 위치에서 Calibration을 시행해야 할 것이다. 따라서 본 논문에서는 광속구에서의 기존 광원의 광학적 특성치를 통하여 새롭게 개발되는 광원류에 대한 부 표준램프를 제작 실험한 결과를 제시한 것이다. 광속구에서의 광특성은 센터와 사이드 측정방식에 의한 특성결과치를 기준으로 보정계수를 구하고 부 표준램프를 제작하였다.

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Control Effect of Plant Extracts Mixture on Metcalfa pruinosa (say) (Hemiptera: Flatidae) (식물추출물 혼합물의 미국선녀벌레 방제효과)

  • Lee, Young Su;Lee, Hee A;Lee, Hyun Ju;Choi, Jong Yoon;Lee, Sang-Woo;Lee, Young Soon
    • Korean journal of applied entomology
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    • v.58 no.4
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    • pp.281-282
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    • 2019
  • We have developed a composition containing three kinds of plant extracts (Deris, Citronella, and Cinnamon) and supplements (xanthan gum and silicone-based compounds) having high control effects on Metcalfa pruinosa. This composition had more than 90% of the nymph bug control effect in the ginseng plantation. In addition, since the insecticidal rate is high for other absorptive pests, it is considered that it can be used as a countermeasure against the implementation of the PLS (positive list system).

A Case Study of Housing Regeneration Projects in Yonnam-dong and Buk Gajwa-dong, Seoul: The Determinants of Satisfaction of Elderly Residents (정비예정구역 해제지역 재생사업의 정비요소와 고령거주자의 사업 만족도 간의 영향관계 사례연구 - 서울시 연남동, 북가좌동 시범사업지를 중심으로 -)

  • Kim, Ah-Leum;Koo, Ja-Hoon
    • Journal of the Korean housing association
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    • v.27 no.5
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    • pp.11-23
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    • 2016
  • The purpose of this study is to establish the determinants of satisfaction with the results of housing regeneration projects among their elderly residents, and to suggest the political implications. The survey included questionnaires about satisfaction levels with the projects' physical and non-physical maintenance factors. The results were statistically analyzed by correlation analysis and PLS regression analysis. As a result of the study, firstly, the physical factors rather than non-physical factors (such as home improvement and management support, community support, the economic foundations and professional support) were found to have a large effect on elderly residents' satisfaction. Secondly, the non-physical factors, such as economic factors were analyzed among senior job offers that are both highly influential in the two regions Yonnam-dong and Bukgajwa-dong. Finally, electrical maintenance work, tree planting, a "Green" parking plan, or refuse the effect of visually larger landscape improvement, such as bins installed, maintenance of local factors that contribute to the greenery of the area were judged to be important.

Development of Independent BPM Control System Using Reflective Memory at PLS (포항가속기의 Reflective Memory를 이용한 독립형 BPM 제어시스템 개발)

  • Yoon, J.C.;Lee, J.W.;Lee, E.H.;Kang, H.S.
    • Proceedings of the KIEE Conference
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    • 2008.07a
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    • pp.1697-1698
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    • 2008
  • PLS(Pohang Light Source) is 2.5 Gev synchrotron radiation source in Pohang, Korea, which is under operation since 1995. The hardware and software of the old BPM(Beam Position Monitor) data acquisition system for the PLS storage ring was completely upgraded to increase its performance and stability. The new BPM data acquisition system is based on VME-based EPICS (Experimental Physics and Instrument Control System) IOC system. We used 16-bit resolution analog-to-digital conversion board to digitize analog BPM signals. We developed a data average software to average raw BPM data using reflective memory board. We also developed device drivers for VME I/O boards used, IOC database for PV's(Process Variables). The new BPM data acquisition system is currently running for routine operation with good performance and stability. In this paper, we present the hardware and software of the new BPM data acquisition system DTL water skid cooling system and Resonant Control Cooling.

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Study on the single power supply design of PLS-II injection kicker (PLS-II 인젝션 키커의 단일전원장치 설계에 관한연구)

  • Son, Yoon-Kyoo;Jang, Sung-Duck;Hwang, Woon Ha;Lee, Byung-Joon;Choi, Jae-Young
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.1197-1199
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    • 2015
  • PLS-II 키커 모듈레이터는 마그넷 코일 4개에 펄스전원을 공급하고 있다. 에너지 저장용 커패시턴스 합성 값은 $3.2{\mu}F$이고, 두 개의 회로로 커패시턴스 $1.6{\mu}F$로 나뉘어져 있다. 키커 마그넷 코일 두 개를 직렬연결하고 두 개 회로를 병렬구조로 하여 펄스 폭 $6.8{\mu}s$, 전류 20 kA, 운전주파수 10 Hz로 운전되고 있다. 커패시터와 코일의 직렬공진에 의해 에너지를 전달하는 직렬공진회로이다. 인덕턴스를 줄일 목적으로 전원장치는 키커 마그넷 가까이에 설치되어있다. 이것은 펄스폭에 영향을 미치게 되며 운전전류에 민감해서 그 값이 커지게 되면 입력공급 전압이 높아지게 된다. 장치의 운영적인 측면에서 고장이나 키커 모듈레이터 내부에 문제가 발생 하였을 경우 저장링 터널에 설치되어있는 전원을 점검하기 위해서는 빔 운전을 중단하고 접근을 해야 하는 불편함이 있다. 키커 모듈레이터 전원을 단일전원을 하고자 하는 궁극적인 목적은 입사효율을 높이기 위함이며, 입사되는 키커의 변수를 조정하고자 한다. 또한, 정비의 용이성과 입사 시 키커의 전압, 전류를 개별적으로 조정이 가능하게 단일전원으로 장치를 제작하고자 한다. 본 논문에서는 단일전원의 설계와 실험내용을 소개하고자 한다.

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A Protective Layer on the Active Layer of Al-Zn-Sn-O Thin-Film Transistors for Transparent AMOLEDs

  • Cho, Doo-Hee;KoPark, Sang-Hee;Yang, Shin-Hyuk;Byun, Chun-Won;Cho, Kyoung-Ik;Ryu, Min-Ki;Chung, Sung-Mook;Cheong, Woo-Seok;Yoon, Sung-Min;Hwang, Chi-Sun
    • Journal of Information Display
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    • v.10 no.4
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    • pp.137-142
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    • 2009
  • Transparent top-gate Al-Zn-Sn-O (AZTO) thin-film transistors (TFTs) with an $Al_2O_3$ protective layer (PL) on an active layer were studied, and a transparent 2.5-inch QCIF+AMOLED (active-matrix organic light-emitting diode) display panel was fabricated using an AZTO TFT backplane. The AZTO active layers were deposited via RF magnetron sputtering at room temperature, and the PL was deposited via two different atomic-layer deposition (ALD) processes. The mobility and subthreshold slope were superior in the TFTs annealed in vacuum and with oxygen plasma PLs compared to the TFTs annealed in $O_2$ and with water vapor PLs, but the bias stability of the TFTs annealed in $O_2$ and with water vapor PLs was excellent.

Influence Analysis of Preference Characteristics for Real Estates Investment Satisfaction and Re-Investment Intention (부동산 투자의 선호특성이 투자만족도 및 재투자의사에 미치는 영향 분석)

  • Paek, Jun-Seok;Lee, Joo-Hyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.2
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    • pp.657-665
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    • 2016
  • This study analysed how real estate investor's preference influences the investment satisfaction and re-investment intention. For the study, the investment preference was analysed using the PLS Structural Equation Model. The profitability and safety among the investment behavioral factors influenced the investment satisfaction the most. The facility characteristics among the investment behavioral factors influenced the investment satisfaction slightly. Finally, the investment satisfaction among the investment preferences influenced the re-investment intention mainly.

Selecting Significant Wavelengths to Predict Chlorophyll Content of Grafted Cucumber Seedlings Using Hyperspectral Images

  • Jang, Sung Hyuk;Hwang, Yong Kee;Lee, Ho Jun;Lee, Jae Su;Kim, Yong Hyeon
    • Korean Journal of Remote Sensing
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    • v.34 no.4
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    • pp.681-692
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    • 2018
  • This study was performed to select the significant wavelengths for predicting the chlorophyll content of grafted cucumber seedlings using hyperspectral images. The visible and near-infrared (VNIR) images and the short-wave infrared images of cucumber cotyledon samples were measured by two hyperspectral cameras. A correlation coefficient spectrum (CCS), a stepwise multiple linear regression (SMLR), and partial least squares (PLS) regression were used to determine significant wavelengths. Some wavelengths at 501, 505, 510, 543, 548, 619, 718, 723, and 727 nm were selected by CCS, SMLR, and PLS as significant wavelengths for estimating chlorophyll content. The results from the calibration models built by SMLR and PLS showed fair relationship between measured and predicted chlorophyll concentration. It was concluded that the hyperspectral imaging technique in the VNIR region is suggested effective for estimating the chlorophyll content of grafted cucumber leaves, non-destructively.