The variability present in S-N datasets is typically characterised using probability distributions to enable the construction of Probability-S-N curves for design. 3-Parameter Log-Normal and Weibull distributions have been proposed as alternative distributions to the commonly assumed 2-Parameter Log-Normal distribution. This paper performs statistical characterisation of a 4340 steel S-N dataset from the Engineering Sciences Data Unit using a systematic methodology. The 3-Parameter Weibull distribution provided improved characterisation of the S-N dataset. Using a case study, it was also demonstrated that use of a 3-Parameter Weibull distribution can increase component safe-life values by 20% when compared to the 2-Parameter Log-Normal distribution.
- Fatigue Design
- Probabilistic Analysis
- S-N Curves
FingerprintDive into the research topics of 'Systematic statistical characterisation of stress-life datasets using 3-Parameter distributions'. Together they form a unique fingerprint.
Hoole, J., 23 Jun 2020
Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)File