• 제목/요약/키워드: PLS

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Compositional Analysis of Naphtha by FT-Raman Spectroscopy

  • 구민식;정호일
    • Bulletin of the Korean Chemical Society
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    • 제20권2호
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    • pp.159-162
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    • 1999
  • Three different chemical compositions of total paraffin, total naphthene, total aromatic content in naphtha have been successfully analyzed using FT-Raman spectroscopy. Partial least squares (PLS) regression has been utilized to develop calibration models for each composition from Raman spectral bands. The PLS calibration results showed Blood correlation with those of gas chromatography (GC). Using PLS regression, the spectral information related to each composition has been successfully extracted from highly overlapped Raman spectra of naphtha.

PLS 2GeV 선형가속기 진공계통(II) (PLS 2GeV Linac Vacuum System(II))

  • 박주식;김임경;오형석;남궁원
    • 한국진공학회지
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    • 제2권3호
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    • pp.282-287
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    • 1993
  • PLS 2GeV 선형가속기 진공계는 K6 가속단위까지 성공적으로 조립, 설치되어 있다. K3 가속단위까지는 이미 E3712형 클라이스트론에서 공급되는 70MW 극초단파 전력으로 진공계 길들이기 과정을 완료하였다. 약 50MW의 극초단파 전력을 인가한 상태에서, 현재 진공도는 L-형 가속관 중심에서 6.2$\times$10-8torr, 클라이스트론 출력창에서 7.3$\times$10-9torr를 각각 유지하고 있으며, 최종 도달압력은 점차적으로 향상되고 있는 중이다. 본 논문에서는 PLS 2 GeV 선형가속기 진공계에 대한 전기회로적 변환에 의한 모델링과 해석, 그리고 가속기 전반부에 관한 초기 성능 검증결과를 논의하고자 한다.

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PLS-II 전자총 진공이원화와 빔 전류 인출시험 (PLS-II separator the vacuum electron gun beam current emission test)

  • 손윤규
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2011년도 제42회 하계학술대회
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    • pp.1580-1581
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    • 2011
  • The linear accelerator of Pohang Accelerator Laboratory(PAL) will drive a top-up mode operation in PLS-II(Pohang Light Source-II). Due to this kind of the operation mode, the electron gun is expected to have shorter life time of the cathode. Further in the PLS-II, two gate valves will be installed in front of the electron gun. The distance between the pre-bunching section and the electron gun will increase by 400 mm compared to the existing system due to the insertion of these gate valves. As a result the incident electron beam. One of the goals to improve the beam pulse width is by incorporating suitable biased voltage. In this paper, we will present test results of beam pulse width as a function of different biased voltage and focusing solenoid coil.

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부호유향그래프와 동적 부분최소자승법에 기반한 화학공정의 다중이상진단 (Multiple-Fault Diagnosis for Chemical Processes Based on Signed Digraph and Dynamic Partial Least Squares)

  • 이기백;신동일;윤인섭
    • 제어로봇시스템학회논문지
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    • 제9권2호
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    • pp.159-167
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    • 2003
  • This study suggests the hybrid fault diagnosis method of signed digraph (SDG) and partial least squares (PLS). SDG offers a simple and graphical representation for the causal relationships between process variables. The proposed method is based on SDG to utilize the advantage that the model building needs less information than other methods and can be performed automatically. PLS model is built on local cause-effect relationships of each variable in SDG. In addition to the current values of cause variables, the past values of cause and effect variables are inputted to PLS model to represent the Process armies. The measured value and predicted one by dynamic PLS are compared to diagnose the fault. The diagnosis example of CSTR shows the proposed method improves diagnosis resolution and facilitates diagnosis of masked multiple-fault.

The activation of PPAR-α and Wnt/β-catenin by Paeonia lactiflora root supercritical carbon dioxide extract

  • Kim, Bora
    • 한국응용과학기술학회지
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    • 제36권4호
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    • pp.1136-1142
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    • 2019
  • The root of Paeonia lactiflora has been used in Chinese medicine. We conducted to check the comparative qualities of ethanol solvent extraction (PLE) and supercritical carbon dioxide extraction (PLS) of P. lactiflora root. PLE had higher antioxidant and polyphenol contents than PLS. But, PLS were significantly increased peroxisome proliferator-activated receptor (PPAR)-α. In addition, PLS inhibited the adipocyte differentiation of 3T3-L1 cells. When treated with the extract at a concentration of 100 ㎍/mL, the Wnt/β-catenin pathway reporter luciferase activity of HEK 293-TOP cells increased approximately by 3-folds compared to that of the untreated control group. These results indicate that P. lactiflora supercritical carbon dioxide extract may serve as a cosmeceutical for improving skin barrier function and the treatment of obesity.

PLS 2-GeV 선형가속기를 위한 S-band용 도파관 밸브의 개발 (Development of S-band Waveguide Valve for PLS 2-GeV Linac)

  • 박주식;남궁원
    • 한국진공학회지
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    • 제4권2호
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    • pp.124-134
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    • 1995
  • 포항가속기연구소에서는 PLS 2-GeV 선형가속기 클라이스트론의 교체 및 보수시에 사용하기 위하여, 80 MW급 S-band의 도파관 밸브를 개발중에 있다. PLS형 도파관 밸브는 결합수단 없이 대전력을 전송할 수 있는 구조로 설계되어, 전력전송에 대한 제한을 받지 않는 특징을 갖는다. 본 도파관 밸브의 주요구성부는 밀착구동체를 갖는 U자형 도파관부, 두 개의 H-코너가 부착된 진공함, 그리고 두 개의 Viton O-링이 장착된 진공기밀판으로 이루어져 있다. 시제품용 도파관 밸브의 특성조사 결과, 펄스폭 3.5 $\mu$sec, 반복율 30 Hz에서 65MW의 전력전송을 얻을 수 있었다. 본 논문에서는 PLS도파관 밸브의 설계 개념, 기계적 특성 및 가공의 순으로 자세히 논할 것이며, 또한 현재까지의 실험결과 및 앞으로의 계획에 대하여 보고하기로 한다.

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Combining Ridge Regression and Latent Variable Regression

  • Kim, Jong-Duk
    • Journal of the Korean Data and Information Science Society
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    • 제18권1호
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    • pp.51-61
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    • 2007
  • Ridge regression (RR), principal component regression (PCR) and partial least squares regression (PLS) are among popular regression methods for collinear data. While RR adds a small quantity called ridge constant to the diagonal of X'X to stabilize the matrix inversion and regression coefficients, PCR and PLS use latent variables derived from original variables to circumvent the collinearity problem. One problem of PCR and PLS is that they are very sensitive to overfitting. A new regression method is presented by combining RR and PCR and PLS, respectively, in a unified manner. It is intended to provide better predictive ability and improved stability for regression models. A real-world data from NIR spectroscopy is used to investigate the performance of the newly developed regression method.

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인공심폐기 작동시 관상순환계의 혈류역학에 대한 시스템 모델링 (System modeling of the hemodynamics of coronary circulation during the operation of the T-PLS)

  • 심은보;고형종;민병구
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2002년도 학술대회지
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    • pp.723-724
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    • 2002
  • Computational modeling is presented to investigate the hemodynamics of coronary circulation for the cardiac arrest model during the operation of an ECLS called T-PLS. A lumped parameter model is utilized to delineate the hemodynamics of coronary circulation. For verification of the present method, we compute the coronary circulation for normal case and compare those results with the existing data. Numerical results on the cardiac arrest model show that T-PLS can increase LAD flow significantly.

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PLS용 펄스형 인버터 회로의 손실분석 (Loss Analysis of Pulse Type Inverter Circuit for PLS)

  • 정용채;정윤철;김의성
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2006년도 전력전자학술대회 논문집
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    • pp.146-148
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    • 2006
  • The aim of the paper is to design the PLS(Plasma Lighting System) driving inverter circuit with optimal efficiency. In general, it is known that the PLS driven by a pulse has a higher light-conversion efficiency. There are the Class-E type resonant inverter and the semi-bridge inverter as a circuit which can make a pulse with low duty ratio. In this paper, we analyze the losses of the above two circuits. To verify the loss analysis, the inverter circuit with 220V 380W input consumption is manufactured and tested. Throughout the experimental results, the high efficiency PLS system has confirmed.

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PLS 2 GeV 선형가속기의 진공계통 설계 (Vacuum System Design of the PLS 2 GeV Linac)

  • 김임경;오형석;이인준;박주식;남궁원
    • 한국진공학회지
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    • 제2권1호
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    • pp.17-22
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    • 1993
  • 본 논문은 포항가속기연구소에서 건설중인 PLS 2 GeV 선형가속기 진공계통의 설계에 관한 것이다. PLS 2GeV 선형가속기의 진공계통은 길이 3.07m인 42개의 가속관과 길이 약 400m의 도파관으로 구성되어 있다. 진공장치의 배치는 충분한 지역적 배기능력을 고려한 분산 배기방식으로 다지관 방식의 기계적 복잡성을 단순화하였다. 진공계는 가속관 중심과 도파관에서 5$\times$10-7Torr, 클라이스트론 출력장치에서 5$\times$10-8Torr까지 배기되도록 설계하였다. 주 진공펌프로는 가속관과 도파관 및 에너지 배가장치에 대하여 각각 용량이 60l/s와 120l/s인 sputter 이온펌프를 사용하기로 하였다.

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