An interval analysis method for fatigue crack growth life prediction with uncertainty. (November 2018)

• Record Type: Journal Article
• Authors: Long, X.Y.; Jiang, C.; Liu, K.; Han, X.; Gao, W.; Li, B.C.
• Is Part Of: Computers & structures. Volume 210(2018)
• Page Start: 1
• Page End: 11
• Publication Date: 2018-11
• Subjects: Fatigue crack growth life -- Uncertainty -- Interval variables -- Subinterval analysis -- Correlation; Structural engineering -- Data processing -- Periodicals; Electronic data processing -- Structures, Theory of -- Periodicals; 624.171
• DOI: 10.1016/j.compstruc.2018.09.005
• Languages: English
• ISSNs: 0045-7949

Abstract

Highlights: We propose an interval FCG life analysis method considering uncertainty. A correlation processing technique is proposed to treat the correlated intervals. The proposed method can simultaneously deal with uncorrelated and correlated intervals for the FCG life problem. A modified subinterval analysis method is applied to deal with the involved large uncertainty problem. Abstract: This paper presents an interval analysis method for the fatigue crack growth (FCG) life prediction with uncertain-but-bounded parameters. The method can effectively address the difficulty in the uncertainty modeling of the FCG life due to the lack of experimental samples. The uncertain parameters are quantified by interval variables which are classified into correlated and uncorrelated ones. All the intervals are uniformly transformed into an independent standard space, in which the standard intervals are then divided into subintervals to deal with the large uncertainty problem involved in the calculation of the FCG life. The subinterval analysis method is then employed to predict the upper and lower bounds of the FCG life. The proposed method is well validated by the numerical examples and experimental test. It is demonstrated that this method possesses an acceptable computational accuracy even there exist large uncertainty and correlation in parameters. Moreover, the correlation coefficient between crack propagation rate constants shows a considerable effect on the predicted FCG life.