• 제목/요약/키워드: $C_3A$ content

검색결과 6,840건 처리시간 0.046초

Machine learning-based regression analysis for estimating Cerchar abrasivity index

  • Kwak, No-Sang;Ko, Tae Young
    • Geomechanics and Engineering
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    • 제29권3호
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    • pp.219-228
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    • 2022
  • The most widely used parameter to represent rock abrasiveness is the Cerchar abrasivity index (CAI). The CAI value can be applied to predict wear in TBM cutters. It has been extensively demonstrated that the CAI is affected significantly by cementation degree, strength, and amount of abrasive minerals, i.e., the quartz content or equivalent quartz content in rocks. The relationship between the properties of rocks and the CAI is investigated in this study. A database comprising 223 observations that includes rock types, uniaxial compressive strengths, Brazilian tensile strengths, equivalent quartz contents, quartz contents, brittleness indices, and CAIs is constructed. A linear model is developed by selecting independent variables while considering multicollinearity after performing multiple regression analyses. Machine learning-based regression methods including support vector regression, regression tree regression, k-nearest neighbors regression, random forest regression, and artificial neural network regression are used in addition to multiple linear regression. The results of the random forest regression model show that it yields the best prediction performance.

Detection of Low Cycle Fatigue in Type 316 Stainless Steel using HTS-SQUID

  • Park, D.G.;Kim, D.W.;Timofeev, V.P.;Hong, J.H.
    • Corrosion Science and Technology
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    • 제3권5호
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    • pp.222-225
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    • 2004
  • A portable RF HTS SQUID-based susceptometer was applied to the measurement of fatigue behavior for type 316L(N) stainless steel containing 0.04% to 0.15% nitrogen content. Strain-controlled low cycle fatigue (LCF) tests were conducted at RT and $600^{\circ}C$ in air an atmosphere, and the magnetic moments were measured after the fatigue test using HTS SQUID. The magnetic moment of an as-received sample is higher than that of a fatigued sample in all the temperature ranges irrespective of the nitrogen content. The fatigue life decreased with an increasing test temperature up to $500^{\circ}C$, but increased at $600^{\circ}C$. The change of the magnetic moments by LCF test is attributed to the stress induced micro defects.

조미액으로의 활용을 위한 양파 가수분해물 제조 (Preparation of Onion Hydrolysate for Usage of Sauce)

  • 조원대;유광원
    • 한국식품영양과학회지
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    • 제26권6호
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    • pp.1147-1151
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    • 1997
  • To develop an onion sauce, reaction conditions of celluclast 1.5L and pectinex on onion were investigated and organoleptic evaluations were carried out. Degree of hydrolysis(D.H) of hydrolysate by a mixture of celluclast 1.5L and pectinex was a higher than that by each enzyme. Hydrolysate by a mixture of celluclast 1.5L and pectinex(1:3v/v) showed 86% of D.H. and total sugar content of the hydrolysate was 54mg/ml. Hydrolysates showed 83~86% of D.H. at reaction temperature of $25^{\circ}C$ to 45$^{\circ}C$. Total sugar content of the hydrolysate was increased with increasing temperature. D.H. and total sugar content of hydrolysate was 76~86% and 51~63mg/ml, respectively, under acidic conditions. D.H. and total sugar content of hydrolysate were also increased with increasing time. Bitterness, sweetness and ordor of roasted pork prepared by adding onion and onion hydrolysate were significantly different(p<0.05), but color and preference between two groups were not significantly different(p<0.05) between two groups. There was no significant difference(p<0.05) in sweetness and bitterness of the roasted pork prepared by adding different amounts of onion hydrolysate, although ordor and preference of the roasted pork were significantly different(p<0.05).

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Isolation and Characterization of a Methylotroph Producing 3-hydroxybutyrate-3-hydroxyvalerate Copolymer

  • JUNG HOE KIM;KIM, PIL;SEON WON KIM;GYUN MIN LEE;HYUN SOO LEE
    • Journal of Microbiology and Biotechnology
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    • 제5권3호
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    • pp.167-171
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    • 1995
  • A bacterial strain C-02 using methanol as a carbon source was isolated from Gumi Industrial Estate and selected based on its rapid growth and capability of poly-$\beta$-hydroxybutyrate accumulation. Characteristics of strain C-02 showed that it belongs to the Methylococcaceae family, Type II subgroup. Strain C-02 could incorporate valerate into the PHB chain to form 3-hydroxybutyrate and 3-hydroxyvalerate (P(3HB-co-3HV)). Among various nutrient limitation tests, the nitrogen limitation test resulted in the highest content of P(3HB-co-3HV) per dry cell weight, 50$%$. Under the nitrogen limited condition, the average molecular weight of P(3HB-co-3HV) obtained was determined to be approximately $2.8\times 10^5$ daltons.

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The Transport Phenomena of Some Solutes through the Copolymer Membranes of 2-hydroxyethylmethacrylate (HEMA) with Selected Hydrophobic Monomers

  • Kim, Whan-Gun;Jhon, Mu-Shik
    • Bulletin of the Korean Chemical Society
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    • 제6권3호
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    • pp.128-131
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    • 1985
  • A series of copolymer membranes of 2-hydroxyethylmethacrylate (HEMA) with selected hydrophobic monomers were prepared without crosslinking agents. The equilibrium water content, the partition coefficient, and the permeability of the solutes such as urea, methylurea, 1,3-di-methylurea, and acetamide via these membranes were measured. The partition coefficient data show that as the hydrophobicity of solutes increased, the partition of solutes were dictated by hydrophobic interaction between solute and polymer matrix. Diffusion coefficients obtained in these experiments decrease as the water content of polymer membrane decreases. This decrease is blunt as the excess heat capacities, ${\phi}C^0_p$ (excess) in aqueous solution at infinite dilution of solute increases. To investigate the relationship between water content and diffusion coefficient, the results of the diffusion experiments were examined in light of a free-volume model of diffusive transport. The remarkable increase of urea mobility in the polymer network containing relatively larger bulk water can be considered as water structure breaking effect.

Whole-Genome Sequence of Priestia aryabhattai Strain S2 Isolated from the Rhizosphere of Soybean (Glycine max)

  • Amani Sliti;Min-Ji Kim;GyuDae Lee;Yeong-Jun Park;Jae-Ho Shin
    • 한국미생물·생명공학회지
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    • 제51권3호
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    • pp.296-299
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    • 2023
  • We present the complete genome sequence of Priestia aryabhattai strain S2 isolated from the soybean rhizosphere. The genome consists of a single circular chromosome of 5,070,860 bp with a G+C content of 38.3% and 2 plasmids, P1(148,124 bp, GC content 33.3%) and P2 (76,418 bp, GC content 36.5%).

Identification and characterization of novel single nucleotide polymorphism markers for fat deposition in muscle tissue of pigs using amplified fragment length polymorphism

  • Supakankul, Pantaporn;Kumchoo, Tanavadee;Mekchay, Supamit
    • Asian-Australasian Journal of Animal Sciences
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    • 제30권3호
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    • pp.338-346
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    • 2017
  • Objective: This study was conducted to identify and evaluate the effective single nucleotide polymorphism (SNP) markers for fat deposition in the longissimus dorsi muscles of pigs using the amplified fragment length polymorphism (AFLP) approach. Methods: Sixty-four selective primer combinations were used to identify the AFLP markers in the 20 highest- and 20 lowest-intramuscular fat (IMF) content phenotypes. Five AFLP fragments were converted into simple codominant SNP markers. These SNP markers were tested in terms of their association with IMF content and fatty acid (FA) composition traits in 620 commercially crossbred pigs. Results: The SSC7 g.4937240C>G marker showed an association with IMF content (p<0.05). The SSC9 g.5496647_5496662insdel marker showed a significant association with IMF content and arachidonic levels (p<0.05). The SSC10 g.71225134G>A marker revealed an association with palmitoleic and ${\omega}9$ FA levels (p<0.05), while the SSC17 g.61976696G>T marker showed a significant association with IMF content and FA levels of palmitoleic, eicosenoic, arachidonic, monounsaturated fatty acids, and ${\omega}9$ FA levels. However, no significant association of SSC8 g.47338181G>A was observed with any IMF and FA levels in this study. Conclusion: Four SNP markers (SSC7 g.4937240C>G, SSC9 g.5496647_5496662insdel, SSC10 g.71225134G>A, and SSC17 g.61976696G>T) were found to be associated with IMF and/or FA content traits in commercially crossbred pigs. These findings provide evidence of the novel SNP markers as being potentially useful for selecting pigs with the desirable IMF content and FA composition.

적색육어류의 고도불포화지질의 이용에 관한 연구 1. 정어리${\cdot}$고등어의 부위별 지질함량 및 지방산 조성의 계절적 변화 (Utilization of Polyunsaturated Lipids in Red Muscled Fishes 1. Lipid Composition and Seasonal Variation in Fatty Acid Composition of Body Oil and Lipids from Different Sections of Sardine and Mackerel)

  • 이강호;이병호;정인학;서재수;정우진;김충곤
    • 한국수산과학회지
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    • 제19권5호
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    • pp.423-435
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    • 1986
  • As the first part of the studies on utilization of polyunsaturated lipids in red muscled fishes like sardine (Sardinops melanosticta) and mackerel (Scomber japonicus), lipid distribution in body sections, whole body, meat, viscera, skin, and head, lipids, polar and nonpolar, and fatty acid composition of the oils obtained from these body sections, and seasonal variations in fatty acid composition, particularly in the content of polyenoic acids, EPA and DHA, were determined, The content of total lipids was ranged $22.2\%\;to\;27.2\%$ in case of sardine without broad difference between body sections, while in case of mackerel $36.7\%\;to\;38.8\%$ unevenly in skin and head. The lipids of both fish were composed of more than $80\%$ of non-polar lipid and there was not much differences in the fatty acid composition between the lipids, polar and non-polar. The major fatty acids of the lipids were $C_{14:0},\;C_{16:0},\;C_{18:0},\;C_{16:1},\;C_{18:1},\;C_{20:1},\;C_{20:4},\;C_{20:5},\;and\;C_{22:6}$, and these acids, $C_{18:1},\;C_{16:0},\;C_{22:6},\;C_{18:0},\;C_{20:5},\;C_{14:0},\;C_{16:1}$, were in high quantity in order. Seasonal variation in fatty acid composition of sardine oil did not show any great variety between sections. There was a tendency in general that saturated and monoenoic acids began to decrease in winter and showed the minimum in April; hereafter get to increase again, while polyenoic acids showed the maximum in April. Both $C_{20:5}\;and\;C_{22:6}$ acids were high in the season of April to July. Variation in fatty acid content was in a width of $8\%$ for saturated, $5\%$ for monoenoic, and $12\%$ for polyenoic acid. $C_{20:5}\;and\;C_{22:6}$ acid were varied in $9.4\%\;and\;9.8\%$, respectively. In case of mackerel oil, seasonal variation tended same as in sardine oil except the fact that the saturated and monoenoic acid decreased to the minimum in the term of April to July in which the polyenoic acid content was also higher marking $27.3\%\;to\;36.1\%$ in average. Fatty acid variation was in a range of $6.3\%$ for saturated, $8.3\%$ for monoenoic, and $13.8\%$ for polyenoic acid but variation of $C_{20:5}\;and\;C_{22:6}$ acid was 4, $3\%$ and 3, $4\%$ respectively. When fresh sardine was stored for 10 days at $5^{\circ}C$, oxidation was rapidly initialed and consequently resulted in fast loss of $C_{20:5}\;and\;C_{22:6}$ acids. It is concluded from the results that the catch of sardine and mackerel in the season of April to June would be adequate for the preparation of polyunsaturated lipid condenced oil in regard to sectional lipid distribution and its variation in seasons.

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저선량 X선 조사 수입 오렌지의 저온저장 중 품질 특성 (Quality Characteristics of Low-Dose X-Ray-Irradiated Imported Navel Oranges during Storage under Low Temperature (3℃))

  • 노단비;김경희;육홍선
    • 한국식품영양과학회지
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    • 제45권2호
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    • pp.247-254
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    • 2016
  • X선 조사에 의한 수입 오렌지의 품질 특성을 조사하여 방사선 식품 검역 관리의 기초자료로 활용하기 위해 미국산 navel orange에 선량 0.2, 0.4, 0.6, 0.8, 1.0 kGy의 X선을 조사하여 저온($3{\pm}2^{\circ}C$)에서 45일간 저장하면서 색도, 경도, 당산비, 총당, 환원당, 비타민 C 함량을 조사하였다. 당산비, 총당 및 환원당 함량, 비타민 C 함량은 조사선량에 따라 유의적 차이가 없었다. 색도는 과피 측정 결과, L값(명도)과 a값(적색도), b값(황색도) 모두 저장기간과 조사선량이 증가할수록 감소하는 경향을 보였다. 과육의 L, a 값은 조사여부와 저장기간의 증가와 함께 감소하거나 증가하는 일률적인 경향은 보이지 않았고, b값은 저장기간이 증가할수록 증가하는 경향을 보였다. 경도는 저장기간이 증가할수록 낮아지는 경향을 보였고, 저장 후기에 비조사구와 조사구의 차이가 점차 감소하며 비조사구와 다른 조사구가 유사한 값을 나타냈다. 관능평가는 저장 30일 이후, 0.6 kGy 이상에서 단맛과 전체적인 기호도는 낮은 선호도를 나타냈다. 상기의 결과를 종합하여 볼 때 0.6 kGy 미만의 저선량 X선 조사는 오렌지의 관능적 특성과 품질 특성에 영향을 미치지 않는 것으로 보인다.

전해조건에 따른 CoFeCu 함금박막의 조성, 우선방위 및 자기적 특성 (Composition and magnetic ProPerties of CoFecu alloys according to electrolysis conditions)

  • 예길촌
    • 한국표면공학회지
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    • 제30권1호
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    • pp.3-12
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    • 1997
  • The composition, the preferred orientation and the magnetic properties of the CoFeCu alloys electrodepositen under various electrolysis conditions in sulfate baths ware investigated. As the D.C. current density increased, the Co content in alloy electrodeposits increased, while the Cu content decreased and Fe content remained content. The effect of magnetic field up to 300 Oe on the composition of alloys was negligible. The Cu content of the alloys deposited in pulse current increased noticeably with increasing off-time, while the Co and Fe content decreased. The coercivity of the alloys with 3.5 to 7.0wt.% Cu was 1.0 to 2.0 Oe, but increased noticeably above and below that composition. The application of magnetic field during deposition decreased the coercivity of alloys. The saturation flux density of the alloys with 3.5 to 5.0wt.% Cu was relatively high in the range from 16 to 20.7Gauss. The anisotropy field(HK) of the alloys deposited under the magnetic field(50∼300 Oe) ranged from 18 to 22 Oe. The alloys had fcc structure with (111) preferred orientation, whose distribution increased a little with increasing magnetic field.

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