N. Roy et al., STATISTICAL-ANALYSIS OF POROSITY IN AL-9 WT-PERCENT SI-3 WT-PERCENT CU-X ALLOY SYSTEMS, Journal of Materials Science, 31(18), 1996, pp. 4725-4740
A set of 72 solidification experiments was carried out on Al-9 wt % Si
-3 wt % Cu-X alloys, varying the additives (namely, strontium, grain r
efiner and other alloying elements), hydrogen level and thermal parame
ters in order to obtain a statistical analysis of the resulting porosi
ty in such alloy systems. For all the cases studied, it was found that
in each case, the smaller sized pores (in terms of pore length or por
e area)could be described by an exponential function, while the larger
sized pores were distributed in an irregular fashion, ''small'' and '
'large'' being distinguished by that limiting value of pore length or
area at which the average value equalled the standard deviation. Two d
ifferent approaches i.e. factorial and regression methods were utilize
d to quantify the importance of the parameters controlling the pore si
ze and porosity volume fraction. Two main observations were made: (i)
hydrogen is the strongest parameter enhancing porosity formation, with
the hydrogen-grain refiner, strontium, strontium-titanium and solidus
velocity-solidification time interactions being the other parameters
that contribute significantly to porosity formation and increase in po
re size; (ii) the grain refiner, hydrogen-phosphorus, strontium-magnes
ium and iron-phosphorus interaction parameters reduce the porosity, th
ough in different magnitudes. The reliability of predicting the observ
ed effects by the two methods has been discussed.