• Title/Summary/Keyword: Concentration Ability

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LM-BP algorithm application for odour classification and concentration prediction using MOS sensor array (MOS 센서어레이를 이용한 냄새 분류 및 농도추정을 위한 LM-BP 알고리즘 응용)

  • 최찬석;변형기;김정도
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.210-210
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    • 2000
  • In this paper, we have investigated the properties of multi-layer perceptron (MLP) for odour patterns classification and concentration estimation simultaneously. When the MLP may be has a fast convergence speed with small error and excellent mapping ability for classification, it can be possible to use for classification and concentration prediction of volatile chemicals simultaneously. However, the conventional MLP, which is back-Propagation of error based on the steepest descent method, was difficult to use for odour classification and concentration estimation simultaneously, because it is slow to converge and may fall into the local minimum. We adapted the Levenberg-Marquardt(LM) algorithm [4,5] having advantages both the steepest descent method and Gauss-Newton method instead of the conventional steepest descent method for the simultaneous classification and concentration estimation of odours. And, We designed the artificial odour sensing system(Electronic Nose) and applied LM-BP algorithm for classification and concentration prediction of VOC gases.

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Anti-oxidant Activity of Ethanol Extracts from Fruits of Elaeagnus multiflora THUNB. during Maturation (성숙에 따른 뜰보리수(Elaeagnus multiflora THUNB.) 과실 에탄올 추출물의 항산화 효과)

  • Hong, Ju-Yeon;Nam, Hak-Sik;Lee, Yang-Suk;Kim, Nam-Woo;Shin, Seung-Ryeul
    • Food Science and Preservation
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    • v.13 no.5
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    • pp.643-648
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    • 2006
  • This study was designed to analyze the election donating ability(EDA), superoxide dismutase(SOD)-like activity, nitrite scavenging ability and xanthine oxidase for food nutritional evaluation and excavation of functional materials in fruits of Elaeagnus multiflora THUNB. The electron donating ability of ethanol extracts in the 1.0 mg/ml concentration of extract was higher in extract of unripe fruits than others. The superoxide dismutase (SOD)-like activity was increased according to increasing of the extract concentration. The SOD-like activity was highest in the extract of unripe fruits among the extracts. The nitrite scavenging ability of unripe fruits ethanol extracts in 1.0 mg/ml of extraction solution in pH 1.2 was higher than extract of ripe and Ovenipe fruits. The nitrite scavenging ability was decreased according to increasing of pH. Also, inhibition of xanthine oxidase activity were higher in extracts of unripe fruits than those in extract of ripe and over-ripe fruits.

Antioxidant Properties of Commercial Noodles Supplemented with Functional Ingredients (기능성 부재료를 첨가한 시판 국수류의 항산화 특성)

  • Son, Jong-Youn;Kang, Kun-Og
    • Journal of the East Asian Society of Dietary Life
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    • v.24 no.2
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    • pp.183-189
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    • 2014
  • We investigated noodles supplemented with functional ingredients for their antioxidant properties, including total phenol, flavonoid contents, electron donating, nitrite scavenging abilities and ferrous ion chelating effect. The total polyphenol contents of functional noodles arranged in order of decreasing concentration were kudzu (7.98%) > green tea (4.99%) > pumpkin (5.03%) > mulberry leaves (4.99%) > mugwort (4.23%) > cactus (3.57%) > kelp (3.33). The total flavonoid contents in green tea noodles were the highest as 4.35%. The electron donating ability in mugwort noodle was the highest as 12.27% at 1,000 ppm. This amount was 4.85 times than that of wheat flour noodle (2.53%). The nitrite scavenging ability of functional noodles at pH 1.2 arranged in order of decreasing concentration were green tea (66.52%) > cactus (55.12%) > kudzu (52.67%) > pumpkin (50.50%) > mulberry leaves (43.58%) > kelp (41.41%) > mugwort (37.66). The nitrite-scavenging ability of green tea noodle was lower than ascorbic acid (natural antioxidant) 77.83%, while that of green tea noodle was similar with BHT (artificial antioxidant) 69.45%. The ferrous ion chelating effect of noodles containing kelp were the highest as 27.02%. All of the experimental results showed good antioxidant property. Thus, noodles supplemented with mulberry leaves, cactus, mugwort, green tea, pumpkin, kelp or kudzu, demonstrated to have good functional effects for human health.

Comparisons of Chemical Composition and Forage Yield Among Winter Green Manure Crops (동계 녹비작물 초종별 화학성분 및 생산성 비교)

  • 서정호;이호진;허일봉;김시주;김충국;조현숙
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.20 no.3
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    • pp.193-198
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    • 2000
  • Plant characteristics of four winter crop hairy vetch, red clover, crimson clover and rye as green manure were evaluated at three harvesting time(Apri1 23, May 9, May 28) in spring to select superior winter green manure crop. Rye and hairy vetch had superior wintering ability and produced high dry matter compared with crimson clover and red clover. But N amount of rye was small because of its low plant N% despite of early dry matter accumulation. Wintering ability of crimson clover was very poor, so its dry matter decreased rapidly with low seeding rate. Hairy vetch had high N % (4%, C:N ratio 11) and produced high N yield among four plant. It is estimated that hairy vetch have high N-fixing ability because its N% was not changed largely despite of dry matter accumulation at late harvesting time contrast to the other legume. It was thought that hairy vetch was superior green manure crop in considering yield of dry matter and N. (Key words : Winter legumes, Hairy vetch, Green manure yield, Nitrogen concentration)

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The Impression Evaluation of the Dress's Wearer in Relation to Hue, Tone, Skirt Width and Length (색상과 톤, 스커트 폭·길이에 따른 원피스드레스 착용자의 인상평가)

  • Choi, Su-Kyung;Kang, Kyung-Ja
    • Fashion & Textile Research Journal
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    • v.6 no.4
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    • pp.447-454
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    • 2004
  • The purpose of this study is to identify the effect of four clothing cues(hue, tone, skirt width, and skirt length of dress) on female impressions. The experimental materials developed for this study are a set of stimuli and response scales. The Stimuli are 40 color pictures manipulated with four clothing cues by drawing. The 7-point scale designed for visual evaluation of female impression formation includes 29 bipolar adjectives. The subjects were 240 undergraduate female students in Jinju city. The results of this study are as follow: As analyzing the impression of the female figure by the hue, tone, skirt width, and length, five factors including ability activity, elegance, attractiveness, concentration of attention, and tenderness were identified. Among these factors, ability activity and elegance were proved to be more important. Each impression of hue and tone with skirt width length have significant effects on concentration of attention, and tenderness. We can express various impressions by diversifying hue and tone. Each impression of skirt width length with hue and tone have significant effects on ability activity and elegance.

Physico-Chemical Properties of Pseudoceramide in Relation to Bilayer-Forming

  • Jeong, Min-Woo;Oh, Seong-Geun;Kim, Do-Hoon;Kang, Hak-Hee
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.27 no.1
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    • pp.3-15
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    • 2001
  • The bilayer forming ability of pseudo-ceramide PC104 in octanoic acid/water/n-octyl $\beta$-D-glucoside mixtures was investigated through the phase diagram. Because of its low solubility in water and of its crystallization, pseudoceramide PC104 was dissolved in octanoic acid, which is nontoxic additive for foods and cosmetics. The mixtures formed four different phases (L1, L2, LC and two phases). Depending on the concentration of PC104 in octanoic acid, the region of each phase was extended or contracted. On the contrary to the region of L2, regions of lamellar phase and L1 phase were expanded. The bilayer-forming ability of PC104 was explained on the basis of concentration of PC104 at interface and interaction between PC104 and octanoic acid. From FT-IR results, it was found that the interactions of PC104’s polar head group with octanoic acid increased as the amount of PC104 in octanoic acid increased. Also emulsion size and size distribution have been studied depending upon the emulsification path. droplets of emulsion prepared from lamellar phase were smaller and more homogeneous compared to those of emulsions formed from L2 phase.

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The Functional Properties of Cellulose Fabric Treated with TiO2 - Focusing on Antibacterial activity, Deodorization & UV cut ability - (광촉매를 이용한 셀룰로오스섬유의 기능화에 관한 연구 - 항균·소취성 및 자외선 차폐성을 중심으로 -)

  • Kwon, Oh-Kyung;Moon, Jae-Gi;Son, Bu-Hun;Choi, Young-Hee
    • Fashion & Textile Research Journal
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    • v.5 no.4
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    • pp.395-398
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    • 2003
  • In this study, we measured the antibacterial activities, deodorization, UV cut ability, whiteness and SEM, according to the size($5{\mu}m$, $15{\mu}m$) of $TiO_2$, concentration(3%, 5%, 10%) and dipping temperature($50^{\circ}C$, $70^{\circ}C$) with using anatase type of $TiO_2$ photocatalyst. Photocatalyst is the substance which carries out functions, such as decomposition, removal, deodorization, antibacterial, etc. of a contaminant, in a place with light based on an oxidation-reduction reaction. The results of this study were as follow. Antibacterial activities are increased with increasing of the $TiO_2$'s concentration, and $TiO_2$ has high antibacterial activities for Staphylococcus aureus but it has low antibacterial activities for Klebsiella pneumoniae. The deodorization and UV cut ability is very good, therefore be able to get good effects with using only 3% of $TiO_2$. Every effects are increased by using small size of $TiO_2$ and high dipping temperature.

Fabrication of porous clay ceramics using sufactant (계면활성제를 이용한 점토질 다공체 세라믹스 제조에 관한 연구)

  • 김윤주;배옥진
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.12 no.1
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    • pp.56-61
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    • 2002
  • Porous clay ceramics was fabricated using the surfactant as a foaming agent in the secondary-clay produced at Young-Am area in Chun-Nam province. The concentration of surfactant in ceramic slurry was the key factor controlling the pore characteristics and physical properties of the porous ceramics. The more increase of the surfactant concentration increase the more foaming ability and the stability of foamed layer were improved, but the foaming ability was limited within 6.0 wt% of surfactant because the initial viscosity of the slurry increased with increasing the amounts of surfactant. The formed specimen were sintered at both $1150^{\circ}C$ and $1200^{\circ}C$, the porous ceramics showed 0.9 of specific gravity, 50% of water absorption, 45% of apparent porosity, 14% of shrinkage and 70 kg/$\textrm{cm}^2$ of compressive strength.

Effect of Highly Concentrated Oxygen and Stimulus of Odors on the Performance of Secondary Tasks While Driving Using Vehicle Graphic Driving Simulator (자동차 화상시뮬레이터에서 운전 중 동시과제 수행에 고농도 산소와 향 자극이 미치는 영향)

  • Ji, Doo-Hwan;Min, Cheol-Kee;Ryu, Tae-Beum;Shin, Moon-Soo;Chung, Soon-Cheol;Kang, Jin-Kyu;Min, Byung-Chan
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.35 no.4
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    • pp.55-62
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    • 2012
  • In this study, it was observed through the ability of performing secondary tasks and baseline fetal heart rate how the supply of lavender, peppermint and highly concentrated oxygen (40%) affected distraction due to the performance of secondary tasks in the driving environment. Twelve male university students conducted secondary tasks while driving in the environments (6 in total) mixed and designed with oxygen concentration (21%, 40%) and the condition of odors (Normal, Lavender, Peppermint). The test was proceeded in order of stable state (5mins), driving (5mins), and secondary tasks (1min), and by extracting ECG data from every section by 30secs, the mean value of baseline fetal heart rate was calculated. As a result of analysis, in the ability of performing secondary tasks, a percentage of correct answers showed no difference in oxygen concentration and the condition of odors (p > 0.05). In performance completion time, a percentage of correct answers decreased showing a statistically significant difference in the condition of odors compared with the condition where odors were not provided (p < 0.05). As for baseline fetal heart rate, in the comparison between sections, while performing secondary tasks, it increased showing a significant difference compared with stable state and driving state (p < 0.05). The effect of interaction was observed in oxygen concentration and the condition of odors. When odors were not provided, baseline fetal heart rate decreased in 40% oxygen concentration compared with 21% oxygen concentration (p < 0.05), however, when peppermint was provided, it increased in 40% oxygen concentration compared with 21% oxygen concentration (p < 0.05). In conclusion, the fact that the condition of odors increased the ability of calculation, and when only the highly concentrated oxygen was provided, parasympathetic nerve system was activated, however, when highly concentrated oxygen was provided with peppermint at the same time, sympathetic nervous system (sns) was activated, which had a negative effect on the autonomic nervous system was drawn.

Optimization of Microwave Extraction Conditions for Flammulina velutipes by Response Surface Methodology (반응표면분석에 의한 팽이버섯의 microwave 추출조건 최적화)

  • Kim, Hyun-Ku;Kim, Mi-Ok;Choi, Mal-Gum;Kim, Kong-Hwan
    • Korean Journal of Food Science and Technology
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    • v.35 no.2
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    • pp.222-228
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    • 2003
  • Optimum extraction conditions for yield, browning color, electron-donating ability, nitrite-scavenging effect, total polyphenol content, and tyrosinase-inhibitory activity of Flammulina velutipes were determined using response surface methodology through central composite design. Yield of F. velutipes was affected by ethanol concentration, and browning color improved more with the increase of ethanol concentration than microwave power. Nitrite-scavenging effect was improved with increasing ethanol concentration and decreasing microwave power. Electron-donating ability and total polyphenol content were improved with increasing ethanol concentration and microwave power. Tyrosinase-inhibitory effect increased more with decrease in microwave power than with ethanol concentration. The optimal range of extraction conditions for effective component of F. velutipes were $47.21{\sim}76.05$ watt of microwave power, $10.25{\sim}43.56%$ of ethanol concentration, and 5.72 min of extraction time.