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Prediction of Ferrite-Pearlite Ratios The diffusion coefficient of carbon in ferrite,


form of the first-order exponential3 (2)


Therefore, the % ferrite vs. cooling rate (ε)data for an unal- loyed ductile iron was also fit to a first order exponential decay of the form:


(3) As shown in Figure 2, the first order exponential fit is excellent.


Predicting Ferrite-Pearlite Ratios in Castings , is in the


ProCAST, a finite element-based casting simulation pack- age was used to determine the cooling rates at the different sections of the casting (end, middle, and near riser). The cooling rate used to calculate the % ferrite was assumed to be the average cooling rate in that section between 773o (1423o


C F) and 550o C (1022o C/min (360o tion temperature for a cooling rate of 2o


F ), the ferrite-start transforma- C/min (3.6o


and pearlite-end transformation temperature for a cooling rate of 200o


F/min) F/min). The first-order exponen-


tial fit and the cooling rates calculated from the simulation were used to predict the ferrite contents in the three sec- tions of the castings.


Table 2. Comparison of Percent Ferrite from Metallographic Analysis and Predicted from Exponential Fit


Figure 2. Percent ferrite vs. cooling rate plot showing excellent first order exponential fit.


International Journal of Metalcasting/Winter 10


73


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