• Title/Summary/Keyword: properties prediction

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Prediction of Moisture Migration of Concrete Including Internal Vaporization in Fire (화재시 내부증발을 고려한 콘크리트의 수분이동)

  • Lee, Tae-Gyu
    • Fire Science and Engineering
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    • v.23 no.5
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    • pp.17-23
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    • 2009
  • Moisture evaporates, when concrete is exposed to fire, not only at concrete surface but also at inside the concrete to adjust the equilibrium and transfer properties of moisture. The equilibrium properties of moisture are described by means of water vapor sorption isotherms, which illustrate the hysteretical behavior of materials. In this paper, the prediction method of the moisture distribution inside the concrete members at fire is presented. Finite element method is employed to facilitate the moisture diffusion analysis for any position of member. And the moisture diffusivity model of high strength concrete by high temperature is proposed. To demonstrate the validity of this numerical procedure, the prediction by the proposed algorithm is compared with the test result of other researcher. The proposed algorithm shows a good agreement with the experimental results including the vaporization effect inside the concrete.

Reliability of Ultimate Settlement Prediction Methods (연약지반 장기 침하량 예측기법의 신뢰성 평가)

  • 우철웅;장병욱;송창섭
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.38 no.6
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    • pp.35-41
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    • 1996
  • The theory of consolidation has been achieved remarkable development in terms of theory such as finite consolidation theory, two dimensional Rendulic consolidation theory. Though those theories are well defined, the analysis is by no means straightforward, because associated properties are very difficult to determine in the laboratory, Therefore Terzaghi's one dimensional consolidation theory and Barron's cylindrical consolidation theory are still widely used in engineering practice. The theoretical shortcomings of those consolidation theories and uncertainties of associated properties make inevitably some discrepancy between theoretical and field settlements. Field settlement measurement by settlement plate is, therefore, widely used to overcome the discrepancy. Ultimate settlement is one of the most important factor of embankment construction on soft soils. Nowadays the ultimate settlement prediction methods using field settlement data are widely accepted as a helpful tool for field settlement analysis of embankment construction on soft soils. Among the various methods of ultimate settlement prediction, hyperbolic method and Asaoka's method are most commonly used because of their simplicity and ability to give a reasonable estimate of consolidation settlement. In this paper, the reliability of hyperbolic method and Asaoka's method has been examined using analytical methods. It is shown that both hyperbolic method and Asaoka's method are significantly affected by the direction of drainage.

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Analysis of Inner Temperature in High Strength Concrete under Standard Temperature-time Curve (표준화재곡선에 의한 고강도 콘크리트 부재의 내부온도 예측)

  • Song, Hun;Lee, Sea-Hyun;Mun, Kyung-Ju;Do, Jeong-Yun;Soh, Yang-Seob
    • Proceedings of the Korea Concrete Institute Conference
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    • 2005.05b
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    • pp.469-472
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    • 2005
  • With all ensuring the fire resistance structure as a method of setting the required cover thickness to fire, the RC is significantly affected from the standpoint of its structural stability that the compressive strength and elastic modulus is reduced by fire. Normally, the degradation of concrete member exposed to fire is largely dependent on the fire scale and fire condition. There is therefore a need to precisely predict the deterioration and fire damage of the exposed member. Thus, this work estimated the temperature distribution inside a member taking into consideration of the thermal properties by means of finite element method(FEM). The estimation results in a little higher prediction value than the experimental value in surface layer and is almost coincident with the experiment as the heating depth increase. From this work it can be known that the simulation application of FEM using the thermal properties of concrete member in high temperature gives rise to the confident prediction in the prediction of temperature distribution.

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Is Trust Transitive and Composable in Social Networks?

  • Song, Hee Seok
    • Journal of Information Technology Applications and Management
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    • v.20 no.4
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    • pp.191-205
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    • 2013
  • Recently, the topic of predicting interpersonal trust in online social networks is receiving considerable attention, because trust plays a critical role in controlling the spread of distorted information and vicious rumors, as well as reducing uncertainties and risk from unreliable users in social networks. Several trust prediction models have been developed on the basis of transitivity and composability properties of trust; however, it is hard to find empirical studies on whether and how transitivity and composability properties of trust are operated in real online social networks. This study aims to predict interpersonal trust between two unknown users in social networks and verify the proposition on whether and how transitivity and composability of trust are operated in social networks. For this purpose, we chose three social network sites called FilmTrust, Advogato, and Epinion, which contain explicit trust information by their users, and we empirically investigated the proposition. Experimental results showed that trust can be propagated farther and farther along the trust link; however, when path distance becomes distant, the accuracy of trust prediction lowers because noise is activated in the process of trust propagation. Also, the composability property of trust is operated as we expected in real social networks. However, contrary to our expectations, when the path is synthesized more during the trust prediction, the reliability of predicted trust did not tend to increase gradually.

Multivariate Statistical Analysis and Prediction for the Flash Points of Binary Systems Using Physical Properties of Pure Substances (순수 성분의 물성 자료를 이용한 2성분계 혼합물의 인화점에 대한 다변량 통계 분석 및 예측)

  • Lee, Bom-Sock;Kim, Sung-Young
    • Journal of the Korean Institute of Gas
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    • v.11 no.3
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    • pp.13-18
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    • 2007
  • The multivariate statistical analysis, using the multiple linear regression(MLR), have been applied to analyze and predict the flash points of binary systems. Prediction for the flash points of flammable substances is important for the examination of the fire and explosion hazards in the chemical process design. In this paper, the flash points are predicted by MLR based on the physical properties of pure substances and the experimental flash points data. The results of regression and prediction by MLR are compared with the values calculated by Raoult's law and Van Laar equation.

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Prediction of Intrinsic Pore Properties of Ultrafiltration Membrane by Solute Rejection Curves (용질배제 곡선에 의한 한외여과 막의 세공특성 예측)

  • 염경호
    • Proceedings of the Membrane Society of Korea Conference
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    • 1991.10a
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    • pp.4-8
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    • 1991
  • The characterization of pore properties (mean pore size and pore size distribution) of the active layer in a UF membrane is important not only in order to obtain information about the factors affecting pore formation during membrane manufacturing but also to understand deeply the mechanism of solute and solvent transport through pores. Many methods of characterizing quantitatively the pore properties of UF membranes have been suggested in the literature: solvent and gas flow measurement, bubble point determination, electron microscopy, gas adsorption/desorption measurement, rejection measurement etc. But most of these methods involve time-consuming procedures and involve some wellknown problems and uncertainties.

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Experiments on the Properties and Carbonation of the Longterm-aged Concrete Buildings (장기재령 건축물의 콘크리트 품질 및 중성화에 관한 연구)

  • 김형래;윤상천;윤상렬;김태섭;지남용;이리형
    • Proceedings of the Korea Concrete Institute Conference
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    • 1996.10a
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    • pp.189-195
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    • 1996
  • This study was carried out ont the longterm aged reinforced concrete housings for the prediction of life expectancy and the suggestion of fundamental informations on the durable concrete. In this paper, the durability of concrete is compared with carbonation depth, and the measutrments fo carbonation depth and properties have been made on the number of cores taken from structures. And finally, the relationships between carbonation rate and such properties as strength, absorption ratio, density were examined.

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A Study on the Prediction of Clothing formability of Men's Shirts from Mechanical Properties (직물의 역학적 특성으로부터 셔츠의 의복형성성 예측에 관한 연구)

  • 권오경;권헌선;장수정
    • Journal of the Korean Home Economics Association
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    • v.39 no.11
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    • pp.223-232
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    • 2001
  • This study, by explaining the relationship between mechanical properties and clothing formability, aims to propose functional data for tailoring performance of fabrics of good tailorability. The KES-FB system was used to measure factors of mechanical properties and also the technique of stepwise-block-regression method was applied to investigate relationship between functional properties and mechanical properties of men's shirks. As results of vasual inspection of men's shirts, it showed that good fabrics had higher value in the LT, bending properties, shear properties and RC than poor fabrics in Total Appearance Value(TAV). And finally, A formula was obtained for calculating the VIA of men's shirts from functional properties which were calculated from the mechanical properties.

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Drag Torque Prediction for Automotive Wheel Bearing Seals Considering Viscoelastic as Well as Hyperelastic Material Properties (초탄성 및 점탄성 물성을 고려한 자동차용 휠 베어링 실의 드래그 토크 예측)

  • Lee, Seungpyo
    • Tribology and Lubricants
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    • v.35 no.5
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    • pp.267-273
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    • 2019
  • Wheel bearings are important automotive parts that bear the vehicle weight and translate rotation motion; in addition, their seals are components that prevent grease leakage and foreign material from entering from the outside of the bearings. Recently, as the need for electric vehicles and eco-friendly vehicles has been emerging, the reduction in fuel consumption and $CO_2$ emissions are becoming the most important issues for automobile manufacturers. In the case of wheel bearings, seals are a key part of drag torque. In this study, we investigate the prediction of the drag torque taking into consideration the hyperelastic and viscoelastic material properties of automotive wheel bearing seals. Numerical analysis based on the finite element method is conducted for the deformation analyses of the seals. To improve the reliability of the rubber seal analysis, three types of rubber material properties are considered, and analysis is conducted using the hyperelastic material properties. Viscoelastic material property tests are also conducted. Deformation analysis considering the hyperelastic and viscoelastic material properties is performed, and the effects of the viscoelastic material properties are compared with the results obtained by the consideration of the hyperelastic material properties. As a result of these analyses, the drag torque is 0.29 Nm when the hyperelastic characteristics are taken into account, and the drag torque is 0.27 Nm when both the hyperelastic and viscoelastic characteristics are taken into account. Therefore, it is determined that the analysis considering both hyperelastic and viscoelastic characteristics must be performed because of its reliability in predicting the drag torque of the rubber seals.

Prediction of Lifetime according to AC Aging Phenomina in Epoxy Resin (에폭시 수지의 전기적 열화현상에 따른 수명 예측)

  • Lim, Jang-Seob;Mun, Su-Kyung;Min, Yong-Gee;Kim, Tae-Seoung
    • Proceedings of the KIEE Conference
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    • 1990.11a
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    • pp.132-135
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    • 1990
  • This paper presents prediction of insulation lifetime in stress. Essentially, Epoxy resin, when it was subjected to different types of aging condition, produced to varieties of electrical properties and lifetime using spectroscopy and breakdown test. The relationships between the structural and electrical changes of aged epoxy were Investigated.

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