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S-N Curve Modeling for Finite Life Range under the Assumption of Linearly Changing Scatter
DOI: 10.4271/2014-01-0970
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Accession number:


20141617576239






Title:

S-N Curve Modeling for Finite Life Range under the Assumption of Linearly Changing Scatter






Authors:

Yingjie, Zhou1 ; Xuezhi, Tang2





Author affiliation:

1Schaeffler Holding (China) Co., Ltd., China






2Schaeffler Trading (Shanghai) Co., Ltd., China






Corresponding author:

Yingjie, Z. (zhouyji@schaeffler.com)






Source title:

SAE International Journal of Materials and Manufacturing






Abbreviated source title:

SAE Int. J. Mater. Manuf.






Volume:

7






Issue:

2






Issue date:

April 2014






Publication year:

2014






Pages:

454-464






Language:

English






ISSN:

19463979






E-ISSN:

19463987






Document type:

Journal article (JA)






Publisher:

SAE International






Abstract:

Fatigue test data in finite life region are normally analyzed separately for each stress level because of varying scatters, while another method assuming equal scatters on all levels and thus unifying all data into one model is also welcome for its efficient usage of data. Combining the idea of the two methods, a new method that assumes linear change of scatter according to stress levels is developed in this paper. The algorithm derives from maximum likelihood estimation and general Newton's method. Monte Carlo method is used for theoretical validation and the new method is proved to be correct with the estimations. Finally a set of test data which shows a tendency of trapezoidal data distribution is analyzed and an S-N curve for finite life range is created. The new method has its advantage in certain situations so it's meaningful to add it to the alternatives of fatigue data analysis methods. Copyright © 2014 SAE International.






Number of references:

14






Main heading:

Maximum likelihood estimation






Controlled terms:

Fatigue testing  -  Monte Carlo methods  -  Newton-Raphson method






Uncontrolled terms:

Data distribution  -  Fatigue data  -  Newton's methods  -  S-N curve  -  Stress levels  -  Test data  -  Theoretical validations






Classification code:

422.2 Strength of Building Materials : Test Methods -  921.6 Numerical Methods -  922 Statistical Methods -  922.2 Mathematical Statistics





DOI:

10.4271/2014-01-0970






Database:

Compendex






Compilation and indexing terms, © 2015 Elsevier Inc
2Â¥2015-09-23 18:11:10
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reko34: ½ð±Ò+40, ¡ï¡ï¡ï¡ï¡ï×î¼Ñ´ð°¸ 2015-09-23 18:38:08
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Accession number:


20141617576239
3Â¥2015-09-23 18:11:23
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