• Title/Summary/Keyword: W-LED

Search Result 782, Processing Time 0.026 seconds

Predicting the Soluble Solids of Apples by Near Infrared Spectroscopy (II) - PLS and ANN Models - (근적외선을 이용한 사과의 당도예측 (II) - 부분최소제곱 및 인공신경회로망 모델 -)

  • ;W. R. Hruschka;J. A. Abbott;;B. S. Park
    • Journal of Biosystems Engineering
    • /
    • v.23 no.6
    • /
    • pp.571-582
    • /
    • 1998
  • The PLS(Partial Least Square) and ANN(Artificial Neural Network) were introduced to develop the soluble solids content prediction model of apples which is followed by making a subsequent selection of photosensor. For the optimal PLS model, number of factors needed for spectrum analysis were increased until the convergence of prediction residual error sum of squares. Analysis has shown that even part of the overall wavelength with no pretreatment may turn out better performing. The best PLS model was found in the 800 to 1,100nm wavelength region without pretreatment of second derivation, having $R^2$=0.9236, bias= -0.0198bx, SEP=0.2527bx for unknown samples. On the other hand, for the ANN model the second derivation led to higher performance. On partial range of 800 to 1,100nm wavelengh region, prediction model with second derivation for unknown samples reached $R^2$=0.9177, SEP=0.2903bx in contrast to $R^2$=0.7507, SEP =0.4622bx without pretreatment.

  • PDF

Enhanced Blood Compatibility of PEO-Grafted and Sulfonated Polyurethanes (폴리에틸렌옥사이드 및 설폰산이 결합되어 혈액적합성이 개선된 개질 폴리우레탄)

  • Han, D.K.;Jeong, S.Y.;Ahn, K.D.;Kim, Y.H.;Kim, U.Y.;Cho, H.I.;Min, B.G.;Choi, J.W.
    • Proceedings of the KOSOMBE Conference
    • /
    • v.1989 no.05
    • /
    • pp.5-6
    • /
    • 1989
  • Polyurethane surface was chemically modified to have different hydrophilic polyethyleneoxide(PEO)/hydrophobic dodecanediol(DDO) groups and negatively charged sulfonate group to investigate the effect to the antithrombogenicity. The hydrophilicity of the surface was significantly increased after PEO grafting or sulfonation. Lowering in-vitro platelet adhesion led to a prologation in the ex-vivo occlusion time. Especially, the sulfonated PU-PEO surface showed most enhanced blood compatibility due to the synergistic effects of PEO and $SO_3$ groups.

  • PDF

Prediction of Shape Accuracy in Elastomer-Forming of a Cylindrical Tube by a Response Surface Method (반응표면법을 이용한 실린더 튜브 고탄성체 성형의 형상 정확도 예측)

  • Kim, K.T.;Lee, G.A.;Choi, S.;Lee, H.W.;Lee, Y.S.
    • Transactions of Materials Processing
    • /
    • v.17 no.3
    • /
    • pp.218-224
    • /
    • 2008
  • A recent trend in automotive parts has been an integration of sub-assemblies with unified shapes. Tube structures also have been integrated to one body structure by using a near net shape forming instead of adopting welding. A cylindrical elastomer-forming process can be utilized to form a steel tube compressed in a radial direction. This process has some advantages compared to a hydro-forming or a swaging process in the viewpoint of a lower investment and a higher productivity. In order to predict a feasible specification of products within a work capability of the elastomer-forming equipment developed previously, effects of geometrical parameters of a tube on its shape accuracy are examined. Two characteristic parameters to account for the shape accuracy are chosen. One is the curvature radius at the corner part and the other is the straight ratio of the formed region. Careful examination of two parameters has led that the shape accuracy can be easily predicted by the regression equation obtained from the response surface method.

A Study about the Characteristics of Designs in John Galliano Collection - focusing on Christian Dior's Collection - (존 갈리아노 컬렉션의 디자인 특성에 관한 연구 - 크리스찬 디오르의 컬렉션을 중심으로 -)

  • Lee, Kwuy-Young;Cho, Kyu-Hwa
    • Journal of Fashion Business
    • /
    • v.13 no.2
    • /
    • pp.50-65
    • /
    • 2009
  • The main purpose of this study is to identify characteristics of shapes of John Galliano's Dior Collection as the chief executive designer of Christian Dior Maison during $1996{\sim}2007$ after he showed himself in Paris in 1990. This study was based on the analyses of John Galliano's design trends of his collections, the pictures of his works in Christian Dior's collection, real works, documents and fashion magazines, newspapers, mass media, internet sites and other visual materials. The study identified characteristics of shapes in Dior Collection until 07/08 F/W as the chief executive designer of Christian Dior Maison, and the design trends before his post-Paris period. Followings are the conclusions of the study. First, Galliano was open to any types of cultures as a liberalist, and also respectful to the tradition or principles. He led the fashion business with new trends by exploring both sides. Second, he succeeded in commercializing his avant-garde feature. Especially, His creativity changed the image of Christian Dior to younger and more casual one. Third, born in England and worked in French, he always took both English (Victorian Style) and French(Napoleon era, Femme Fatal style) sides, and showed excellent formulation that the times needed by combining topical Chinese, Japanese, Egyptian styles.

Preparation of Resveratrol-loaded Poly($\varepsilon$-caprolactone) Nanoparticles by Oil-in-water Emulsion Solvent Evaporation Method

  • Kim, Bum-Keun;Lee, Jun-Soo;Oh, Ju-Kyoung;Park, Dong-June
    • Food Science and Biotechnology
    • /
    • v.18 no.1
    • /
    • pp.157-161
    • /
    • 2009
  • Resveratrol-loaded poly($\varepsilon$-caprolactone) (PCL) nanoparticles were prepared by oil in water (O/W) emulsion solvent evaporation method. The morphology of the nanoparticles was evaluated using atomic force microscope (AFM), in which well-shaped and rigid nanoparticles were prepared. The mean particle size of nanoparticles prepared using only dichloromethane (DCM) ($523.5{\pm}36.7\;nm$) was larger than that prepared with a mixture of DCM and either ethanol (EtOH) ($494.5{\pm}29.2\;nm$) or acetone ($493.5{\pm}6.9\;nm$). The encapsulation efficiency of nanoparticles prepared only with DCM as dispersed phase ($78.3{\pm}7.7%$) was the highest of those prepared with solvent mixtures. An increase in the molecular weight of PCL led to an increase in encapsulation efficiency (from $78.3{\pm}7.7$ to $91.4{\pm}3.2%$). Pluronic F-127 produced the smallest mean size ($523.5{\pm}36.7\;nm$) with the narrowest particle size distribution. These results show that dispersed phase, molecular weight of wall materials, emulsion stabilizer could be important factors to affect the properties of nanoparticles.

A Divece for Reducing the Zero phaze Harmonics of Neutral Line of Power Facility (전기수용설비의 중성선 영상분고조파전류저감장치)

  • Kang, Chang-Won;Choi, Gil-Soo;Han, Sung-Bae;Kim, Bum-Soo;Chung, Yeon-Hae;Lee, Ki-Cheol
    • Electric Engineers Magazine
    • /
    • v.228 no.8
    • /
    • pp.43-48
    • /
    • 2001
  • Wide use of non-linear loads such as personal computers, monitors, laser printers, variable speed drives, UPS systems and other electronic equipment have led to harmonics becoming #1 issue in the electrical industry today. Commercial and Industrial building power distribution systems, designed for the old, linear-style loads especially when found in high densities. Some common power system problems include overloaded neutral conductors, overheated distribution transfOlmers, high neutral-to-ground voltage, poor power factor and distortion of the voltage waveform supplying these loads. The power quality problems, particularly high voltage distortion, have been known to cause equipment downtime due to malfunctions and component failure.

  • PDF

The Estimation of Mechanical Properties of the High Frequency Induction Hardening SM45C Steel by Acoustic Emission (음향방출법에 의한 SM45C 고주파 열처리 강의 기계적 특성 평가)

  • Rhee, Zhang-Kyu;Kim, Bong-Gag
    • Proceedings of the Safety Management and Science Conference
    • /
    • 2009.11a
    • /
    • pp.471-481
    • /
    • 2009
  • This study is deal with the high frequency induction hardening (HF at $850^{\circ}C$, 120kHz & 50kW condition) SM45C steel. (1) The HF specimen which was tempered at $150^{\circ}C$, did not appear any tempering effect. A brittle fracture occurred at rounded area of the tensile specimen. AE amplitude distribution showed between 45~60dB. (2) The HF specimen which was tempered at $300^{\circ}C$, slip and fracture occurred at the hole area of the tensile specimen. As it passes the yield point, the AE energy increased intermittently and AE amplitude distribution showed between 70~85dB. In addition, after the maximum tensile load, it showed high amplitude and energy distribution. The AE amplitude showed between 45~70dB. (3) The HF specimen which was tempered at $450^{\circ}C$, a brittle fracture occurred as if it is torn in the direction of $45^{\circ}$ on parallel area over the both sides of the tensile specimen, which led to several peak to be appeared in AE energy. It was found that the AE amplitude was relatively low and the AE energy was high.

  • PDF

Effect of Hydrofluoric Acid on the Electrochemical Properties of Additive Manufactured Ti and Its Alloy (적층가공된 티타늄 합금의 전기화학적 특성에 미치는 불산의 영향)

  • Kim, K.T.;Cho, H.W.;Chang, H.Y.;Kim, Y.S.
    • Corrosion Science and Technology
    • /
    • v.17 no.4
    • /
    • pp.166-175
    • /
    • 2018
  • In this study, the electrochemical properties of CP-Ti (commercially pure titanium) and Ti-64 (Ti-6Al-4V) were evaluated and the effect of hydrofluoric acid on corrosion resistance and electrochemical properties was elucidated. Additive manufactured materials were made by DMT (Directed Metal Tooling) method. Samples were heat-treated for 1 hour at $760^{\circ}C$ and then air cooled. Surface morphologies were studied by optical microscope and SEM. Electrochemical properties were evaluated by anodic polarization method and AC-impedance measurement. The oxide film formed on the surface was analyzed using an XPS. The addition of HF led to an increase in the passive current density and critical current density and decreased the polarization resistance regardless of the alloys employed. Based on the composition of the oxide film, the compositional difference observed by the addition of HF was little, regardless of the nature of alloys. The Warburg impedance obtained by AC-impedance measurement indicates the dissolution of the constituents of CP-Ti and Ti-64 through a porous oxide film.

A Study on the Heat Transfer Performance Using Various Grooved Heat Transfer Tubes (다양한 전열관 내부 홈 변화에 의한 열전달 성능에 관한 연구)

  • Han, K.I.;Chung, W.K.;Ye, S.S.;Park, S.H.
    • Journal of Power System Engineering
    • /
    • v.4 no.1
    • /
    • pp.26-32
    • /
    • 2000
  • Single-phase heat transfer performance and pressure drop for internally grooved tubes with angles were studied. Experiments were carried out in a counter flow heat exchanger with water as a working fluid. Two commercially available internally grooved tubes and smooth tube were tested. The internal diameter of the smooth tube was 16.5mm and the internal diameters of grooved tubes were 15.4mm, 14.9mm, 15.0mm, 16.7mm, respectively. Grooved angles in the tubes were $37^{\circ},\;43^{\circ},\;45^{\circ},\;50^{\circ}$, respectively. An experimental device to measure the friction factor and heat transfer coefficient was constructed. The experimental results were obtained for the fully developed turbulent flow of water in tube on the condition of uniform heat flux. As the increase of flow rate, Reynolds number, numbers of groove and grooved angle led to the increase of pressure drop. Also this paper showed that heat transfer rate increased with increasing numbers of groove and grooved angle. An empirical relation taken from this study represented most of the data within ${\pm}25%$.

  • PDF

Synthesis and Characterization of New Blue Light Emitting Alternating Terphenylenevinylene Carbazylenevinylene Copolymer

  • Kim Yun-Hi;Park Jung-Cheol;Kang Hun-Jin;Park Jong-Won;Kim Hyung-Sun;Kim Jin-Hak;Kwon Soon-Ki
    • Macromolecular Research
    • /
    • v.13 no.5
    • /
    • pp.403-408
    • /
    • 2005
  • A new terphenylenevinylene carbazylenevinylene alternating copolymer with the advantage of poly(p-phenylenevinylene) (PPV), poly(p-phenylene )(PPP) and poly(carbazole) was designed, synthesized and characterized. The polymer structure was confirmed by various spectroscopic analyses and the number average molecular weight ($M_n$) of the obtained polymer was 7,800. The resulting polymer was thermally stable with high glass transition temperature ($T_g$) ($150^{\circ}C$), and was readily soluble in common organic solvents. Cyclic voltammetry study revealed that the HOMO and LUMO energy levels of the polymer were 5.37 and 2.47 eV, respectively. The ITO/PEDOT/polymer/AI device fabricated from the polymer emitted bright sky blue light with a maximum peak of around 478 nm. The device showed the maximum brightness of 1,200 nW with a turn-on voltage of 7V.