• 제목/요약/키워드: Brittleness Index

검색결과 41건 처리시간 0.028초

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.

강섬유보강 숏크리트의 휨인성에 관한 실험적 연구 (An Experimental Study on Flexural Toughness of SFRS)

  • 류종현;한승환;김진철;안태송;이상돈
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2002년도 봄 학술발표회 논문집
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    • pp.581-586
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    • 2002
  • Addition of steel fiber to shotcrete is to improve the brittleness of concrete. Quality of steel fiber reinforced shotcrete can be evaluated by quantitive analysis of toughness characteristics after cracking. The toughness characteristics can be expressed by absolute value of energy absorption capacity, non-dimensional toughness index related to the energy absorption capacity, and equivalent flexural strength at arbitrary deflection. In this study, merits and demerits of flexural toughness by RTA round panel of Australia and other specifications have been analyzed.

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강섬유 보강 콘크리트의 유효인성 평가 (Evaluation of Effective Toughness of Steel Fiber Reinforced Concrete)

  • 구봉근;정경섭
    • 콘크리트학회지
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    • 제4권2호
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    • pp.103-110
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    • 1992
  • 본 연구는 인성지수에 의하여 섬유보강 콘크리트의 인성을 평가하는 기존의 여러 가지 방법을 검토하는, 하중-처짐곡선에서 초기균열시까지의 여러 가지 다른 곱으로 나타내어지는 방법의 불합리성을 지적하였다. 이를 위하여 본 연구에서는 유효인성이라고 부르는 새로운 방법을 강섬유 보강콘크리트의 인성을 평가하는데 제안하였다. 이는 초기균열을 가진 3점 휨강도 시험에 의한 하중-처짐곡선에서 지간의 1/150까지의 면적을 ligament면적으로 나눈값으로 나타낸다. 이 방법을 사용하여 강섬유 보강 고강도 콘크리트 인성특성을 검토한 결과 기존의 방법보다 더 효과적으로 인성을 평가할 수 있었다.

The rock fragmentation mechanism and plastic energy dissipation analysis of rock indentation

  • Zhu, Xiaohua;Liu, Weiji
    • Geomechanics and Engineering
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    • 제16권2호
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    • pp.195-204
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    • 2018
  • Based on theories of rock mechanics, rock fragmentation, mechanics of elasto-plasticity, and energy dissipation etc., a method is presented for evaluating the rock fragmentation efficiency by using plastic energy dissipation ratio as an index. Using the presented method, the fragmentation efficiency of rocks with different strengths (corresponding to soft, intermediately hard and hard ones) under indentation is analyzed and compared. The theoretical and numerical simulation analyses are then combined with experimental results to systematically reveal the fragmentation mechanism of rocks under indentation of indenter. The results indicate that the fragmentation efficiency of rocks is higher when the plastic energy dissipation ratio is lower, and hence the drilling efficiency is higher. For the rocks with higher hardness and brittleness, the plastic energy dissipation ratio of the rocks at crush is lower. For rocks with lower hardness and brittleness (such as sandstone), most of the work done by the indenter to the rocks is transferred to the elastic and plastic energy of the rocks. However, most of such work is transferred to the elastic energy when the hardness and the brittleness of the rocks are higher. The plastic deformation is small and little energy is dissipated for brittle crush, and the elastic energy is mainly transferred to the kinetic energy of the rock fragment. The plastic energy ratio is proved to produce more accurate assessment on the fragmentation efficiency of rocks, and the presented method can provide a theoretical basis for the optimization of drill bit and selection of well drilling as well as for the selection of the rock fragmentation ways.

소나무잔나비버섯(Fomitopsis pinicola) 균사체 배양액을 이용한 반죽의 발효와 빵의 품질특성 (Characteristics of Dough Fermentation and Quality Characteristics of Bread Using Submerged-Culture Broth of Fomitopsis pinicola Mycelium)

  • 이승배;오승희;이예경;김순동
    • 한국식품저장유통학회지
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    • 제12권6호
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    • pp.583-590
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    • 2005
  • 소나무 잔나비버섯 균사체 배양액(CM)을 이용한 빵 제조를 위하여 첨가량($30\~50\%$)에 따른 반죽의 발효 및 빵의 품질특성에 미치는 영향을 조사하였다. CM의 첨가량과 반죽의 품질지표(pH, 산도, 반죽부피, 되기, 강도 및 점도) 상호간의 상관분석을 행한 결과 CM은 반죽의 pH를 높임으로서 반죽의 되기 및 강도를 높이는 반면 점도를 감소시켰다. 첨가에 따라 굽기 손실률은 첨가에 따라 감소하였으나, loaf volume index는 첨가량에 따른 대조구와의 유의성은 없었다. 빵 껍질의 L*값은 $30\~40\%$에서는 대조구와 유의차가 없었다. CM을 $30\~40\%$ 첨가한 빵은 대조구보다 낮은 경도(hardness)를 보였다. 그러나 $50\%$ 첨가구에서는 탄력성(springiness), 씹힘성(chewiness) 및 깨짐성(brittleness)이 대조구보다 낮았다. 빵의 외관, 색상 및 조직감은 $30\~40\%$ 범위까지 첨가한 경우는 대조구와 대등한 값을 보였으나 $50\%$ 첨가구에서는 낮은 기호도를 나타내었다. CM을 첨가한 빵은 첨가농도에 비례하여 낮은 노화도를 나타내었으며, 곰팡이 발생도가 낮았다. 이상에서와 전보의 결과를 종합할 때 CM을 $40\%$수준으로 첨가할 경우 빵의 전반적인 품질에 큰 영향을 미치지 않으면서 항당뇨 기능성의 빵 제조가 가능할 것으로 판단되었다.

A review and analysis of circular UHPC filled steel tube columns under axial loading

  • Hoang, An Le;Fehling, Ekkehard
    • Structural Engineering and Mechanics
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    • 제62권4호
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    • pp.417-430
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    • 2017
  • Ultra high performance concrete (UHPC) has aroused interest around the world owing to superior mechanical and durability properties over conventional concrete. However, the application of UHPC in practice poses difficulties due to its inherent brittleness. UHPC filled in steel tube columns (UHPC-FSTCs) are capable of restricting the brittle failure of non-reinforced UHPC columns and forming a high performance member with enhancement of strength and ductility. Currently, research on UHPC-FSTCs remains very limited and there is relatively little information about the mechanical behavior of these columns. Therefore, this study presents a review of past experimental studies to have a deeper insight into the compressive behavior of UHPC-FSTCs under axial loading on entire section and on concrete core. Based on the test results obtained from Schneider (2006) and Xiong (2012), an analysis was conducted to investigate the influence of the confinement index (${\xi}$) and diameter to steel tube thickness ratio (D/t) on the strength and the ductility in short circular UHPC-FSTCs. Furthermore, the appropriateness of current design codes including EC4, AISC, AIJ and previous analytical models for estimating the ultimate loads of composite columns was also examined by the comparison between the predictions and the test results. Finally, simplified formulae for predicting the ultimate loads in two types of loading pattern were proposed and verified.

숯가루 첨가가 빵반죽의 발효와 품질에 미치는 영향 (Effect of Charcoal Powder on the dough Fermentation and Quality of Bread)

  • 임영래;이예경;김순동
    • 동아시아식생활학회지
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    • 제10권6호
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    • pp.541-547
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    • 2000
  • The effects of charcoal powder on fermentation of dough and quality of bread were investigated. Charcoal powder was added to wheat flour at concentrations of 0, 0.05, 0.10 and 0.20% The fermentation time of dough with charcoal was reduced by 4 ~12 min compared with that of dough without charcoal. The loaf volume index of bread with 0.05% charcoal powder slightly increased. Bread with charcoal powder showed higher textural properties ( strength, hardness, springness, gumminess, and brittleness) except for cohesiveness than bread without charcoal powder. Color $L^{\ast}$ and $b^{\ast}$ values and hue angle of the top crust decreased while $a^{\ast}$ value increased with increasing charcoal concentrations. $L^{\ast}$ and $a^{\ast}$ values of the inside of bread decreased while hue angle increased with increasing charcoal concentrations. No significant difference in Pleasant taste between bread with and without charcoal powder was observed. However, bread with 0.1% charcoal powder showed the highest scores for pleasant odor, color, and overall acceptability.

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PEG를 가소제로 사용한 장용성 연질캡슐의 코팅 품질 특성 (Quality Properties of Enteric-Coated Soft Capsule Using PEG as a Plasticizer)

  • 양주환;한준택;오인호;박금덕
    • 한국식품영양과학회지
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    • 제44권2호
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    • pp.260-267
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    • 2015
  • 본 연구에서는 장용성 연질캡슐 코팅가소제로서 PEG(polyethylene glycol)의 활용가능성에 대하여 알아보고자 PEG의 분자량 및 첨가 농도에 따른 코팅 품질을 확인하였으며, 기존에 보고된 가소제인 AMG(acetylated monoglyceride)와 triacetin을 사용하여 코팅된 장용성 연질캡슐의 품질 특성을 비교하였다. PEG 분자량(400, 4,000, 6,000)에 따른 코팅 품질에는 큰 차이가 없었으나 PEG 첨가 농도의 경우 고형분 대비 5% PEG를 사용한 코팅에서는 연질캡슐 피막 접착부에서 코팅 필름 갈라짐이 발생하였으며, PEG 첨가량이 낮을수록 인공장액에서의 붕해시간이 연장되고 백색도가 증가하는 결과를 나타내었다. 용출시험에서 용출의 초기 구간(30~90분)에서는 PEG의 용출 속도가 상대적으로 빠른 모습을 나타내었으며, PEG, AMG 및 triacetin 간의 유의적 차이가 일부 시점에서 관찰되었으나 전체적인 용출 양상은 큰 차이를 보이지 않았다. 또한 PEG 코팅에 비해 AMG와 triacetin 코팅의 경우 백색도가 유의적으로 높았고 가속조건인 고온다습한 환경에서 2개월간 보관 후에 코팅 필름이 갈라졌으며, 붕해시험에서 부적합한 결과를 확인하였다. 결론적으로 우수한 물리 화학적 특성으로 의약품 등에 널리 사용되는 첨가제인 PEG는 장용성 연질캡슐 코팅 가소제로서 활용가능성이 충분하다고 판단하였다.

Scrap PVB/PMMA 블렌드에 미치는 MBS의 상용화효과(相溶化效果) (The Effect of MBS on the Compatibility of Scrap PVB/PMMA Blends)

  • 최형기;이용무;윤주호;최세영
    • Elastomers and Composites
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    • 제31권1호
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    • pp.23-32
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    • 1996
  • PVB was blended with PMMA in order to recycle scraped PVB material which recovered in the safety glass manufactories. The purpose of this research on PVB/PMMA blend was applied with excellent tackiness and transparency of PVB as a material of high strength to make the maximum use. Also, the blending of PVB with PMMA was aimed at the increase of impact strength of PMMA because the elastic property of PVB might decrease the brittleness of PMMA due to the lack of inner impact resistance. Izod impact resistance was propotional to increase the content of PVB, which was predominantly increased in the addition of 10phr above MBS. High rate impact resistance showed a tendency to Increase but it showed a tendency to decrease maximum load and energy if the contents of PVB increased. On the other hand total energy and ductile index showed a tendency to increase excellent impact resistance in the addition of MBS contents. As a result of observed surface of PVB/PMMA blends, the size of PVB domain increased distribution homogenuously, in the addited MBS contents increased it showed distribution homogeneously and partially a wetability.

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발암제에 의해 간종양이 유발된 쥐에서 간기능과 형태학적 변화에 관한 연구 (I. 간기능 변화에 관하여) (Changes on function and morphology of liver in carcinogen-induced hepatoma rats (I. Changes on function of liver))

  • 김철호;문평일;강정부
    • 한국동물위생학회지
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    • 제22권1호
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    • pp.61-70
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    • 1999
  • This study is concerned with assessment of diethylnitrosamine(DEN) induced liver cell carcinogenesis by measurement of changes preceding the development of neoplasms. Therefore, it was undertaken to investigate the changes of liver-specific enzyme activities in rats (Sprague-Dawley) by ad libitum feeding of DEN. And also, as another objective index in urine, the level of urinary biopterin was measured by high performance liquid chromatography(HPLC) method. The results were as follows ; 1. Minor behavioral change, brittleness of hair and decreased amount of water and diet intake were observed in rats 7 weeks after DEN administration. 2. The body and liver weights were significantly(p<0.05) decreased in rats 11 weeks after DEN administration. 3. The ratio of liver weight to body weight was rather stable and not significantly decreased in the all treatment groups. 4. The liver specific enzyme activities(AST, ALT,$\gamma$-GTP) were significantly(p<0.05) increased in all treatment groups compared to control group. 5. Compared to normal level, urine biopterin level was significantly (p<0.05) increased in all treatment groups(p<0.05). In conclusion, this result confirmed that the DEN was one of the potent hepatocarcinogens. In experimental model of rats exposed to DEN, the results indicated that values of liver specific enzyme activities(AST, ALT, $\gamma$-GTP) and urine biopterin level could be useful complementary tumor indices.

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