• Title/Summary/Keyword: High concentration

Search Result 15,055, Processing Time 0.05 seconds

A Study on the Characteristics of the High Concentration Ozone Generator for the Semiconductor Wafer Cleaning with the Ozone Dissolved De-ionized Water (반도체 웨이퍼의 오존 수(水) 세정을 위한 고농도 오존발생장치 특성 연구)

  • 손영수;함상용;문세호
    • The Transactions of the Korean Institute of Electrical Engineers C
    • /
    • v.52 no.12
    • /
    • pp.579-585
    • /
    • 2003
  • Recently the utilization of the ozone dissolved de-ionized water(DI-O3 water) in semiconductor wet cleaning process to replace the conventional RCA methods has been studied. In this paper, we propose the water-electrode type ozone generator which has the ozone gas characteristics of the high concentration and high purity to produce the high concentration DI-O3 water for the silicon wafer surface cleaning process. The ozone generator has the dual dielectric tube structure of silent discharge type and the water is both used to electrode and cooling water. We investigate the performance of the proposed ozone generator which has the design goal of the concentration of 7[wt%] and ozone generation quantity of 6[g/hr] at flow rate of 1[$\ell$/min). The experiment results show that the water electrode type ozone generator has the characteristics of 8.48[wt%] of concentration, 8.08[g/hr] of generation quantity and 76.2[g/kWh] of yield and it's possible to use the proposed ozone generator for the DI-O3 water cleaning process of silicon wafer surface.

A Study on Development of an Automatic Spreading System of High-concentration Flux for a Nocolok Brazing Furnace (NBF 고농도 플럭스 자동 도포 장치 개발에 관한 연구)

  • Lee, Young-Lim;Hwang, Soon-Ho
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.11 no.3
    • /
    • pp.1108-1114
    • /
    • 2010
  • Nocolok brazing requires flux at the joining area and low-concentration flux is uniformly spreaded to products to be brazed in a chamber. However high-concentration flux needs to be applied only to a necessary spot. In general, high-concentration flux is manually applied for conventional brazing furnaces, resulting in low production efficiency and harmful environments for workers due to particles and heat etc. Therefore an economical and efficient automatic spreading system needs to be developed. In this study, an efficient automatic spreading system of high-concentration flux was successfully developed and tested with a NBF.

Improvement of PM10 Forecasting Performance using Membership Function and DNN (멤버십 함수와 DNN을 이용한 PM10 예보 성능의 향상)

  • Yu, Suk Hyun;Jeon, Young Tae;Kwon, Hee Yong
    • Journal of Korea Multimedia Society
    • /
    • v.22 no.9
    • /
    • pp.1069-1079
    • /
    • 2019
  • In this study, we developed a $PM_{10}$ forecasting model using DNN and Membership Function, and improved the forecasting performance. The model predicts the $PM_{10}$ concentrations of the next 3 days in the Seoul area by using the weather and air quality observation data and forecast data. The best model(RM14)'s accuracy (82%, 76%, 69%) and false alarm rate(FAR:14%,33%,44%) are good. Probability of detection (POD: 79%, 50%, 53%), however, are not good performance. These are due to the lack of training data for high concentration $PM_{10}$ compared to low concentration. In addition, the model dose not reflect seasonal factors closely related to the generation of high concentration $PM_{10}$. To improve this, we propose Julian date membership function as inputs of the $PM_{10}$ forecasting model. The function express a given date in 12 factors to reflect seasonal characteristics closely related to high concentration $PM_{10}$. As a result, the accuracy (79%, 70%, 66%) and FAR (24%, 48%, 46%) are slightly reduced in performance, but the POD (79%, 75%, 71%) are up to 25% improved compared with those of the RM14 model. Hence, this shows that the proposed Julian forecast model is effective for high concentration $PM_{10}$ forecasts.

Comparison of High Concentration Prediction Performance of Particulate Matter by Deep Learning Algorithm (딥러닝 알고리즘별 미세먼지 고농도 예측 성능 비교)

  • Lee, Jong-sung;Jung, Yong-jin;Oh, Chang-heon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2021.10a
    • /
    • pp.348-350
    • /
    • 2021
  • When predicting the concentration of fine dust using deep learning, there is a problem that the characteristics of a high concentration of 81㎍/m3 or more are not well reflected in the prediction model. In this paper, a comparison through predictive performance was conducted to confirm the results of reflecting the characteristics of fine dust in the high concentration area according to the deep learning algorithm. As a result of performance evaluation, overall, similar levels of results were shown, but the RNN model showed higher accuracy than other models at concentrations of "very bad" based on AQI. This confirmed that the RNN algorithm reflected the characteristics of the high concentration better than the DNN and LSTM algorithms.

  • PDF

A Relation of Urinary Aldosterone Concentration to K/Na Ratio Following Furosemide Administration in Normal Subjects with High Sodium or Low Sodium Intake (Furosemide 투여후의 뇨중 Aldosterone 농도대 K/Na 비사이의 관계)

  • Sung, Ho-Kyung
    • The Korean Journal of Physiology
    • /
    • v.9 no.2
    • /
    • pp.33-39
    • /
    • 1975
  • Changes of urinary aldosterone excretion, concurrent sodium and potassium excretion following furosemide administration were studied in normotensive young Korean with high sodium intake, moderate sodium restriction and marked sodium depletion. After intravenous injection of furosemd 40mg, plasma and urine samples were collected at every thirty minutes for two hours. Plasma-and urinary aldosterone, electrolyte concentration and urine flow rate were measured by means of radioimmunoassay or flamephotometry. Relations of urinary aldosterone to concurrent sodium or potassium/sodium ratio, and of urinary aldosterone to concurrent plasma aldosterone activity were studied. Following were the results: 1. Furosemide administration resulted in a increased urinary aldosterone concentration and unchanged or somewhat decreased sodium concentration in course of time after the injection. 2. Urinary potassium concentration showed initial decrease and subsequent increase in course of time after furosemide administration and it resulted in a gradual increase in urinary potassium/sodium ratio. 3. Studying the relations between urinary aldosterone excretion and potassium/sodium excretion ratio, or sodium excretion were meaningless because of the urinary flow rate after the injection was decreased with time course. 4. Furosemide administration showed a good relationship of urinary aldosterone concentration to concurrent potassium/sodium ratio rather than concurrent sodium concentration in subjects with sodium restriction, but no meaningful relationship was detected in subjects with high sodium intake because increasing rate of the ratio was not so wide. 5. Furosemide also resulted a reasonable relation of plasma aldosterone concentration to concurrent urinary aldosterone concentration especially during low sodium intake. 6. Above results suggested that relation of urinary aldosterone concentration to K/Na ratio following furosemide administration during sodium restriction is significant and has a benefit to reduce the variation induced by kalemic change showing in the diragram for daily aldosterone to sodium excretion.

  • PDF

A Study on the Stress Concentration Coefficient due to the Change of Ellipse on a Square Plate (사각 평판에서 타원의 형상 변화에 따른 응력집중계수에 관한 연구)

  • 박정호;김형준;박기훈;조우석;제승봉;김현수
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2003.06a
    • /
    • pp.1434-1437
    • /
    • 2003
  • Sometimes open holes are required for the function and the weight reduction of structure and machinery. However, the serious stress concentration occurs because of the geometric discontinuity caused by the holes and cutting section. In this study, it is attempted to obtain the stress concentration coefficients of the inner surface of the hole boundary by changing the position and the shape of holes on the homogeneous isotropic plate. And the effects on the plate are investigated. The results show that the stress level becomes low and the distribution area widens the position of stress concentration changes as the ratio a/b increases and change to a circle. And as the ratio a/l decreases, the stress concentration reduces. As the plate with three holes. the stress $\sigma$$\_$x/ and $\tau$$\_$xy/ of hole 1,3 becomes high, especially $\sigma$$\_$x/ dominant and high.

  • PDF

The Effect of High Concentration Cation Matrix on the Analysis of the Low Anion Concentration in Suppressed Ion Chromatography (Suppressed 이온 크로마토그래피에서 과량의 양이온이 낮은 농도의 음이온 분석에 미치는 영향)

  • Kang, Mi-Jeong;Lee, Sueg-Geun
    • Analytical Science and Technology
    • /
    • v.11 no.6
    • /
    • pp.495-498
    • /
    • 1998
  • The effect of high concentration ion matrix on the analysis of low anion concentration in the suppressed ion chromatography was studied. The anions studied were $Br^-$, $NO_3{^-}$, $HPO_4^{2-}$, $SO_4^{2-}$, and $C_2O_4^{2-}$ in the presence of excess NaCl and $CaCl_2$. In this study we suggested that the erroneous results in the suppressed ion chromatographic determination of small concentration of anions were not caused by the interaction of large amount of cation in the suppressor, but by the interaction of cation with concerned anion in the original solution. The error in the analysis of such anion can not be eliminated just by dilution. Therefore, we suggested that standard addition method might be adequate for analyses of those samples.

  • PDF

Estimation of the Formaldehyde Concentration of Subterranean Shopping Centers according to their Spatial Configuration and Renovation (지하도상가의 리모델링 및 공간 특성에 따른 포름알데히드 농도 분석)

  • Sim, Kyung-Sub;Kim, Hyunsoo;Yu, Seulgi;Kim, Sumin
    • Journal of the Korea Furniture Society
    • /
    • v.25 no.3
    • /
    • pp.182-187
    • /
    • 2014
  • Underground shopping center has become a important commercial facility due to their good accessibility to the public transport. However, underground shopping center has high risk of air contaminants emission like formaldehyde and lowered indoor air quality. In this study, formaldehyde concentration of the underground shopping center was estimated according to the renovation and characteristics of space. It was found that newly renovated underground shopping center has low formaldehyde concentration. In case of closed entrance type, the formaldehyde concentration was 320 % higher than open type. Formaldehyde concentration was varied by product type and especially, high formaldehyde concentration was measured near the stores selling nail polish and cosmetics. It is important to apply appropriate ventilation system according to characteristics of space.

  • PDF

SERS Analysis of CMC on Gold-Assembled Micelle

  • Jang, Nak-Han
    • Bulletin of the Korean Chemical Society
    • /
    • v.25 no.9
    • /
    • pp.1392-1396
    • /
    • 2004
  • The micellization of dodecylpyridinum chloride (DPC) assembled on aqueous gold nanoparticles has been studied as a function of concentration using Surface-Enhanced Raman Scattering (SERS). At the low concentration, the strong SERS band of the benzene ring moiety was observed at 1025 $cm^{-1}$, and assigned to “trigonal ring breathing”. According to high concentration of DPC, a new strong band was also appeared at 1012 $cm^{-1}$, which was assigned to “totally symmetry ring breathing”. The difference of two spectra seems to ascribe to the geometry of polar head group, i.e., pyridinium cation. These geometry exist flat-down at low concentration, whereas standing-up or tilted geometry at high concentration. The critical micelle concentration (CMC) was first obtained from the ratio of intensities of the two bands related to the benzene ring moiety by vibrational spectroscopy, and was about 28 mM. After the CMC, the benzene ring moiety in the micelle state was more restricted than in monomer state because there is no more change of intensities at 1012 $cm^{-1}$. In addition, the size of gold-assembled micelle was estimated using light scattering and it was about 328.3 nm.

Effect of Saponin on Sodium-Potassium activated ATPase in Rabbit Red Cell Membrane (Saponin이 토끼 적혈구막의 $Na^{+}-K^{+}-ATPase$의 활성도에 미치는 영향)

  • Kang, Byoung-Nam;Koh, Il-Sup
    • The Korean Journal of Physiology
    • /
    • v.8 no.1
    • /
    • pp.67-76
    • /
    • 1974
  • The effect of saponin on the sodium plus potassium activated ATPase activity was studied in the rabbit red cell ghosts and the experiments were also designed to determine the mechanism of action of saponin on the APTase activity. The following results were observed. 1. The ATPase activity of rabbit red cell ghosts is inhibited by low concentration of saponin but increased by high concentration. The activating effect of saponin on the $Na^{+}-K^{+}-ATPase$ activity is inhibited by ouabain but the stimulation of the $Mg^{++}-ATPase$ by high concentration of saponin is not inhibited by ouabain. 2. The activity ratio of $Na^{+}-K^{+}-ATPase$ by high concentration of saponin is decreased by raising the potassium concentration, and is increased by raising the sodium concentration. 3. The ATPase activity is increased by small amounts of calcium but inhibited by larger amounts. The activity ratio of the enzyme by saponin is decreased by raising the calcium concertration 4. The action on the ATPase activity was not related to the amino group of lysine, the hydroxyl group of threonine, the imidazole group of histidine, or the carboxyl group of aspartic acid. 5. The action of saponin on the ATPase activity is due to sulfhydryl group of the enzyme of $Na^{+}-K^{+}-ATPase$.

  • PDF