Tehnički vjesnik, Vol. 20 No. 6, 2013.
Izvorni znanstveni članak
Estimating a PDF of parameters of oxide inclusions on fatigue fracture surface of standardized specimen
Ana Bižal
; University of Ljubljana, Faculty of Mechanical Engineering, Askerceva 6, SI-1000 Ljubljana, Slovenia
Jernej Klemenc
; University of Ljubljana, Faculty of Mechanical Engineering, Askerceva 6, SI-1000 Ljubljana, Slovenia
Matija Fajdiga
; University of Ljubljana, Faculty of Mechanical Engineering, Askerceva 6, SI-1000 Ljubljana, Slovenia
Sažetak
Studies show that, if present, inhomogenities should not be neglected when predicting the fatigue life of cast parts. Accounting for their presence presents a problem due to random nature of their location, distribution and size. Knowledge of statistical characteristics of inhomogenities is fundamental for describing their effect on fatigue life. This paper presents a statistical analysis of oxide inclusions which caused fatigue failure of AlSi9Cu3 specimens. Geometrical characteristics were described using geometry parameters and L. Three different mixed PDFs were used for modelling the distribution of the selected geometry parameters and multivariate Gaussian function was found to be the most appropriate. For estimating unknown parameters of the mixture, modified EM algorithm and REBMIX were used and compared. Results identified modified EM algorithm as more suitable. Bootstrap analysis was carried out for the chosen joint PDF and algorithm, for assigning a measure of variation of the estimated PDF’s parameters.
Ključne riječi
EM algorithm; finite mixture distributions; inclusions; REBMIX algorithm; statistical distribution
Hrčak ID:
112317
URI
Datum izdavanja:
20.12.2013.
Posjeta: 1.494 *