Metallurgical Digital Twin for NPM, RSP
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Steel Composition
Furnace Module
Mill Module
ACC
Mech Properties
Validation
About
Structure-Property Relation Module
Model Type
Ferrite Grain Size(Micron)
Pred YS (MPa)
Pred UTS (MPa)
Pred Elongation (%)
Pred CharpyRT (J)
Pred Charpy0 (J)
Pred Charpy20 (J)
Mathematical
∞
∞
-
-
-
-
Mod. Math
NaN
NaN
-
-
-
-
Machine Learning Model
∞
∞
∞
NaN
NaN
NaN
Hybrid Model
NaN
NaN
∞
FAIL
FAIL
FAIL
ML Limit Out (Charpy 20): [C] [Mn] [S] [Al]