• Title/Summary/Keyword: 피로 수명 예측

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The prediction of fatigue life of muffler by artificial neural network (인공신경망을 이용한 머플러의 피로 수명 예측)

  • Park, Soon-Cheol;Kang, Sung-Su;Yoon, Jin-Ho;Kim, Gug-Yong
    • Journal of Advanced Marine Engineering and Technology
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    • v.37 no.8
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    • pp.869-876
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    • 2013
  • In order to estimate the fatigue life of mufflers at the early stage of researches and designs, the new prediction process was developed by the artificial neural network, which has the algorism of weldment properties. Bending fatigue test was carried out for defining the characteristics of muffler weldment fatigue life and damage. For considering and predicting mechanical and fatigue properties of the muffler, the maximum stress of weldment was adapted as the variable of artificial neural network training. Also, it was compared with the fatigue life predicting results using fatigue notch factors, for proving the newly developed process of the artificial neural network.

Study on Fatigue Behavior of Carbon Fiber Reinforced Polyimide Composites (탄소섬유강화 복합적층판의 피로특성에 관한 연구)

  • 이창수;황운봉;한경섭;윤병일
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.15 no.1
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    • pp.49-60
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    • 1991
  • Fatigue behavior of carbon fiber reinforced polyimide composite materials was studied experimentally and analytically. The physical variables, such as cyclic displacements and hysteresis loop energy were observed during fatigue tests. Fatigue life of the investigated [0/90]$_{2S}$ laminates was predicted by H'||'&'||'H models which was proposed based on the fatigue modulus and resultant strain. The predicted fatigue life by H'||'&'||'H curves was reasonably close to the experimental data. Fractography study shows that fatigue failure mechanism of [0/90]$_{2S}$ laminated composite materials involves failure break, matrix tearing and fiber-matrix debonding as well as delamination of layers.

Evalustion and Prediction for the Fatigue crack Initiation and Growth Life by Reliability Approach (I) -Statistical Consideration for Fatigue Crack Growth Life- (신뢰성 공학적 피로 균열의 발생, 진전 수명 평가 및 예측에 관한 연구 ( I ) -피로 균열 진전 수명의 통계학적 분포 특성-)

  • 권재도;최선호;황재석;곽상국;전경옥;장재영
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.14 no.6
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    • pp.1583-1591
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    • 1990
  • Life prediction and residual life prediction of structures of machines are one of the most strongly world wide needed problems as requirement in the stage of slowly developing economy which comes after rapidly and highly developing stage. For the purpose of statistical life prediction, fatigue test was conducted under the 4 stress levels, and for each stress level, about 20 specimens are used. The statistical properties of crack growth parameter m and C in the fatigue crack growth law of da/dN=C(.DELTA.K)sup m/, and the relationship between m and C, and the statistical distribution pattern of fatigue crack growth rate can be obtained by experimental results.

Comparison and Evaluation of Low-Cycle Fatigue Life Prediction Methods Using Cu-Cr Alloy Developed for Rocket Engines (로켓엔진용 구리크롬 합금의 저주기 피로수명 예측방법 비교 및 평가)

  • Jongchan Park;Jae-Hoon Kim;Keum-Oh Lee
    • Journal of the Korean Society of Propulsion Engineers
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    • v.26 no.5
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    • pp.1-10
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    • 2022
  • For Cu-Cr alloy developed for rocket engines, estimated fatigue lives were calculated using various fatigue life prediction methods and compared with fatigue life acquired from low-cycle fatigue tests. The utilized methods for fatigue life prediction are as follows: Coffin-Manson relation, plastic/total strain energy density relations, Smith-Watson-Topper relation, Tomkins relation, and Jahed-Varvani relation. As results of estimation of fatigue lives, it satisfied within scatter band two compared to the test fatigue lives in all methods. The quantitative calculation of the deviation of predicted fatigue lives gives that the total strain energy density relation presents the best result.

Fatigue Life Prediction of a Laser Peened Structure Considering Model Uncertainty (모델 불확실성을 고려한 레이저 피닝 구조물의 피로 수명 예측)

  • Im, Jong-Bin;Park, Jung-Sun
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.39 no.12
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    • pp.1107-1114
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    • 2011
  • In this paper, the fatigue life of a laser peened structure was predicted. In order to calculate residual stress induced by laser peening finite element simulation was carried out. Modified Goodman equation was used to consider the effect of compressive residual stress induced by laser peening in fatigue analysis. In addition, additive adjustment factor approach was applied to consider S-N curve model uncertainty. Consequently, the reliable bounds of the predicted fatigue life of the laser peened structure was determined.

Research on Fafigue Life Prediction of Muffler with Weld-zone Shape (용접부 형상을 고려한 머플러의 피로수명 예측에 관한 연구)

  • Kim, Jong-Yun;Kang, Sung-Su;Kim, Gug-Yong;Park, Soon-Cheol;Kim, Chung-Kwan
    • Journal of Advanced Marine Engineering and Technology
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    • v.36 no.1
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    • pp.85-93
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    • 2012
  • In this study, the geometry of the weld is used to develop the process of fatigue life prediction. For the development of fatigue life prediction process, bending fatigue test of muffler is conducted to obtain M(Moment)-N(Fatigue life) diagram. Modeling the geometry of the weld which is failed is performed to conduct static load analysis and analysis results are used to calculate the stress concentration factor. The stress concentration factor is used to get the fatigue notch factor and this was based on the fatigue life prediction. As a result of the comparison of test values and predicted values, predicted values are verified.

Prediction for Fatigue Life of Composite Ply-overlap Joint Structures (복합재 플라이 오버랩 조인트 구조의 피로 수명 예측)

  • Yeju Lee;Hiyeop Kim;Jungsun Park
    • Journal of Aerospace System Engineering
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    • v.17 no.2
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    • pp.62-70
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    • 2023
  • We proposed a technique for predicting Stress-Life (S-N) curve or fatigue life using geometric features of a ply-overlap joint structure in which plies of two composite materials are partially or wholly laminated and bonded. Geometric features that could affect fatigue properties of a structure were selected as variables. By analyzing relationships between geometric variables and material constants of the Epaarachchi-Clausen model, a fatigue model for composites, relational expressions of these two factors were proposed. To verify the prediction accuracy of the proposed method, fatigue life of a CFRP/GFRP ply-overlap joint was predicted. Predicted life and life obtained by test data-based model were compared to actual life. High prediction accuracy was confirmed by calculating the coefficient of determination of the predicted S-N curve.

해석과 계측을 이용한 구조물의 피로 수명예측

  • 김외현
    • Journal of the KSME
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    • v.29 no.2
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    • pp.144-152
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    • 1989
  • 피로 해석과 관련한 기초적인 사항과 실제 현업에서 해석 혹은 계측을 통하여 피로 수명을 예측 하고자 할 때 고러할 점들과 적용례를 설명하였다. 설계단계에서부터 피로해석이 실용화되고 계측 등을 통한 자료축적으로 높은 신뢰도의 구조물이 설계. 제작되었으면 한다.

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Comparisons of Life Prediction Method of Copper Alloy of Regenerative Cooling Chamber for Thrust Chamber (액체로켓 연소기 재생냉각 챔버용 구리합금의 피로수명 예측식 비교)

  • Lee, Keum-Oh;Ryu, Chul-Sung;Choi, Hwan-Seok
    • Aerospace Engineering and Technology
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    • v.9 no.2
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    • pp.90-97
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    • 2010
  • A study about the fatigue life of copper alloy which is used in inner jacket of regenerative cooling chamber of liquid rocket engine has been performed. Mechanical properties of the material and fatigue life have been taken from tensile tests and low-cycle fatigue tests at room temperature and several elevated temperatures. Original universal slopes method, modified universal slopes method, Mitchell's method, Baumel and Seeger's method, and Ong's method have been used for predicting the fatigue data. It was found that the novel life prediction method should be developed for the copper alloys since almost all data have not been predicted well with the widely used methods.

A Study on the Spectral Fatigue Analysis Method for Semi-submersible Rig Structure (반 잠수식 시추선의 스펙트랄 피로해석에 관한 연구)

  • 조규남
    • Computational Structural Engineering
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    • v.8 no.2
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    • pp.95-102
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    • 1995
  • 해양구조물의 피로파괴 형태는 매우 다양하며 설계단계에서 구조요소의 피로수명 예측은 중요하다. 각가지 피로해석 방법에 대해서 연구가 활발히 진행되었으며 접근방법에 대한 논의도 활발한 연구와 함께 진행되었다. 본 논문에서는 피로해석 방법중 스펙트랄 방법과 그 구성요소에 대해서 연구되었으며 간략화된 피로해석 방법이 제시되었고 그 특성이 비교 검토되었다. 두가지 피로해석 방법의 장단점이 조사되었고 관련된 인자인 응력집중계수, 응력폭-수명 관계 곡선 또한 연구되었다. 전형적인 반 잠수식시추선의 브레이싱 부재의 피로수명 예측을 위하여 간략화된 피로해석 방법과 스펙트랄 피로해석 방법이 작용되었으며 이를 통하여 두 방법의 유용성이 확인되었다. 또한 간략화된 피로해석 방법을 이용한 민감도 해석이 수행되었다. 본 논문에서 수행된 피로해석 결과는 스펙트랄 피로해석 방법이 보다 현실적인 피로수명 예측을 할 수 있는 방법이라는 사실을 보여주었다.

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