• 제목/요약/키워드: TensileTest

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Evaluation of direct tensile strength for ultra-high-performance concrete using machine learning algorithms

  • Sanghee Kim;Woo-Young Lim
    • Computers and Concrete
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    • 제34권3호
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    • pp.367-378
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    • 2024
  • This study evaluates the direct tensile strength of ultra-high-performance concrete (UHPC) using tests. A total of 45 dogbone-shaped specimens are tested, with the test variables being the fiber volume fraction and notch length. The test results showed that the material properties of UHPC were largely dependent on the fiber volume fraction and compressive strength. When steel fibers with more than 1% fiber volume fraction are mixed in the manufacturing of UHPC, the tensile strength can be more than twice that of plain UHPC. In addition, the incorporation of steel fibers enabled the significant improvement of the initial cracking strength. However, the effect of the notch length on the tensile behavior was insignificant. An assessment of the direct tensile strength is conducted using machine-learning algorithms (ML). For evaluation of the direct tensile strength of UHPC using ML, a total of 98 test data, including 53 data from other research works and 45 data from this experimental program, were collected. In total, 67 data with a 70% confidence interval on a normal distribution curve were selected, with 47 data among 67 used for ML training and 20 data used for ML testing. As a result, the machine-learning algorithm with a steel fiber volume fraction predicted that the tensile strength has an average of 0.98 and the lowest values of regression evaluation metrics among analytical and ML-based models. It is considered that an ML-based model can help to predict a more accurate tensile strength of UHPC.

DETERMINATION OF RUPTURE TIME AND STRAIN RATE IN CREEP BY UNIAXIAL TENSILE TEST

  • Oh, Hung-Kuk
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 1994년도 추계학술대회 논문집
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    • pp.74-79
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    • 1994
  • The log-log presentation of stress versus Larson-Miller parameter is obtained by uniaxial tensile test instead of the long time creep test. The used material for example calculations is SUS304 stainless steel. The temperature of the uniaxial tensile test can be determined by the Larson-Miller parameter of the design stress and the 0.1hr's rupture time of the uniaxial tensile test. The rupture time at the design temperature and stress can be determined by the Larson-Miller parameter of the stress. The average creep rate is the total deformation of the tensile test divided by the rupture time at the design stress and temperature. The liner trend and the order of the data of the average creep rate by this method is almost same as that of experimental results.

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인장특성이 자동차용강판의 평면변형장출성에 미치는 영향 (The Effects of Tensile Properties on Plane Strain Stretchability of Automotive Steel Sheets)

  • 김영석;박기철;김선원
    • 대한기계학회논문집
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    • 제17권11호
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    • pp.2676-2683
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    • 1993
  • Plane strain punch stretching test(PSST) was performed for various automotive steel sheets. To clarify the effect of tensile properties on plane strain stretchability, the limiting punch height(LPH) values were obtained in plane strain punch stretching test and related to the tensile properties of the materials. The results show that the total elongation El and work hardening exponent n compared to other parameters obtained from tensile test well correlate with the LPH value. In comparision with the Erichsen test and LDH test the PSST can be statistically used as an alternative in assessing the stamping formability of automotive steel sheets with the advantages of good reproducibility and easy testing method.

Cr-Mo 강의 열화도 평가를 위한 Advanced Indentation System의 응용 (Application of Advanced Indentation System for Evaluati Tensile Property Degradation of Cr-Mo Steel)

  • 장재일;최열;이윤희;권동일;김정태
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2001년도 춘계학술대회논문집A
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    • pp.231-236
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    • 2001
  • A newly developed Advanced Indentation System (AIS), which is a portable and nondestructive system for evaluating tensile properties, was used to measure mechanical behavior of materials used under high temperature and pressure conditions. This test measures indentation load-depth curve during indentation and analyzes the mechanical properties related to deformation and fracture. Aging effects of Cr-Mo and Cr-Mo-V steel at high temperature were simulated. Tensile properties including yield strength and tensile strength at various temperature are obtained from the test. For all test materials and conditions, the AIS-derived results were in good agreement with those from conventional standard test method. Examples of the test results ate given and potential applications of the AIS to assess the integrity of aging structures are briefly discussed.

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Mo-Ni-Cu계 오스템퍼 구상흑연주철의 고온특성 (Elevated Temperature Tensile Properties of Austempered Ductile Irom)

  • 이영상;강인찬
    • 한국주조공학회지
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    • 제11권4호
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    • pp.323-330
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    • 1991
  • The relationships between the microstructure changes, retained austenite volume and elevated temperature tensile properties of Mo-Ni-Cu ADI corresponding to various austempering temperatures and time were investigated, After the $250^{\circ}C$ tensile test for the test piece austempered at $270^{\circ}C$ the accicular bainite structure was observed blunted under room temperature microscope. In the case of $370^{\circ}C$ austempering, the feathery bainite lath spacing was observed broadened. But after the $450^{\circ}C$ tensile test, bainitic features could not be observed. As the testing temperature increased, retained austenite volume tested at room temperature decreased. Especially, after the $450^{\circ}C$ tensile test retained austenite volume approached nearly to zero. A little higher tensile properties appeared at $250^{\circ}C$ testing than those at room temperature.

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사출성형과정의 잔류응력을 고려한 표준인장시편의 선형구조해석 (Linear Structural Analysis of Standard Plastic Tensile Specimen with Residual Stress Induced by Injection Molding)

  • 이도명;한병기;이성희
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2006년도 춘계학술대회 논문집
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    • pp.579-580
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    • 2006
  • In this study, an injection mold of tensile test specimen was manufactured by international standard. Pressure and temperature in the cavity of the injection mold was measured by sensors. Simulation of injection molding process was performed with the same condition of experiment and linear structural tensile analysis was also performed with the initial condition of the residual stress induced by injection molding analysis. Normalized elastic coefficient of tensile test was compared with that of structural analysis. It was shown that the residual stress induced by injection molding has an effect on both the experiment of tensile test and linear structural analysis.

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AZ31 마그네슘 합금판재의 소성변형특성 (Plastic Deformation Characteristic of AZ31 Magnesium alloy Sheet)

  • 박진기;김영석;;유봉선
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2005년도 춘계학술대회 논문집
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    • pp.64-68
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    • 2005
  • In recent years, there has been a growth of the manufacture and application of magnesium products because of its small specific gravity as well as its relatively high strength. However, there are so many studies to assure good formability because magnesium sheet alloy is difficult to form. In this study, uniaxial tensile and biaxial tensile test of AZ31 magnesium sheet alloy with thickness of 1.2mm were performed at room temperature. Uniaxial tensile test were performed until $7\%$ of engineering strain. R-values and stress-strain curve were obtained. Biaxial tensile tests with cruciform specimen were performed until the breakdown of the specimen occurs. The yield loci are made by application of plastic work theory. The results are compared with the theoretical predictions based on the Hill and Logan-Hosford model. However, next study will be performed at warm-temperature because the specimens are broken under the $0.5\%$ of equivalent strain at biaxial tensile test.

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다방향 GFRP 플레이트의 인장강도 분석을 위한 시험 방법 제안에 관한 연구 (The Suggestion of Testing Method for Analysis of Tensile Strength of Multi-Directional GFRP Plate)

  • 심종성;권혁우;이형호;김현중
    • 콘크리트학회논문집
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    • 제23권6호
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    • pp.799-808
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    • 2011
  • 이 논문에서는 다방향성 GFRP 플레이트의 인장특성치에 대한 명확한 분석을 위해 FRP 보강근과 같은 정착장치를 이용한 시험 방법을 제안하였다. 등방성 또는 직교섬유로 강화된 FRP 플레이트의 인장시험은 ISO 규준으로 표준화 되어 있으며 역학적 특성치 분석을 위한 시험 방법의 연구도 진행되었으나 다방향성 GFRP 플레이트에 적용시 인장강도 특성치를 명확하게 확인하기 힘든 방법으로 나타났다. 국내에서 사용하는 시험 방법의 경우 일방향성 FRP 플레이트에 적용하는 ASTM 기준을 계속 사용하고 있으며 시험 결과 인장특성이 크게 나타나는 결과를 보였다. 따라서 이 연구에서는 국내외 규준을 분석하여 모든 규준에서 공통으로 제시하고 있는 방법을 기준으로 GFRP 인장시험을 실시하였으며 정착장치 길이와 시험 방법을 새롭게 제안하여 결과를 비교 분석하였다. 또한, 시험체 정착장치의 적절한 길이 비를 수치해석을 통해 도출하여 다방향성 GFRP 플레이트의 새로운 인장 시험 방법을 제시하였다.

Ni 기 초합금 급냉응고 리본의 미세구조와 고온 인장특성에 관한 연구 (A Study on the Microstructures and High Temperature Tensile Properties of Ni-base Superalloy Melt-Spun Ribbons)

  • 한창석
    • 열처리공학회지
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    • 제27권4호
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    • pp.180-184
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    • 2014
  • In order to make clear relationship between high temperature tensile properties and fine microstructure of rapidly solidified cast-type Ni-base superalloys without heat treatment required for consolidation process, tensile test was carried out by changing strain rate from $5{\times}10^{-5}s^{-1}$ to $2{\times}10^{-2}s^{-1}$ and test temperature from $900^{\circ}C$ to $1050^{\circ}C$ using IN738LC and Rene'80 melt-spinning ribbons by twin roll process which were superior to ribbons by single roll process from the viewpoint of structure homogeneity. The dependence of tensile strength on strain rate and test temperature was studied and strain rate sensitivity, m, were estimated from tensile test results. From this study, it was found that tensile strength was influenced by ${\gamma}^{\prime}$ particle diameter, test temperature and strain rate, and m of ribbons exhibited above 0.3 over $950^{\circ}C$.

Estimation of tensile strength and moduli of a tension-compression bi-modular rock

  • Wei, Jiong;Zhou, Jingren;Song, Jae-Joon;Chen, Yulong;Kulatilake, Pinnaduwa H.S.W.
    • Geomechanics and Engineering
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    • 제24권4호
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    • pp.349-358
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    • 2021
  • The Brazilian test has been widely used to determine the indirect tensile strength of rock, concrete and other brittle materials. The basic assumption for the calculation formula of Brazilian tensile strength is that the elastic moduli of rock are the same both in tension and compression. However, the fact is that the elastic moduli in tension and compression of most rocks are different. Thus, the formula of Brazilian tensile strength under the assumption of isotropy is unreasonable. In the present study, we conducted Brazilian tests on flat disk-shaped rock specimens and attached strain gauges at the center of the disc to measure the strains of rock. A tension-compression bi-modular model is proposed to interpret the data of the Brazilian test. The relations between the principal strains, principal stresses and the ratio of the compressive modulus to tensile modulus at the disc center are established. Thus, the tensile and compressive moduli as well as the correct tensile strength can be estimated simultaneously by the new formulas. It is found that the tensile and compressive moduli obtained using these formulas were in well agreement with the values obtained from the direct tension and compression tests. The formulas deduced from the Brazilian test based on the assumption of isotropy overestimated the tensile strength and tensile modulus and underestimated the compressive modulus. This work provides a new methodology to estimate tensile strength and moduli of rock simultaneously considering tension-compression bi-modularity.