Structures of the neural networks used for generating CCT diagram
Inputs |
Neural network structure |
Outputs |
C,Mn,Si.Cr.Ni.Mo.V |
7-4-1 |
The temperaturę of eutecliodal transformalion |
C.MnSi.Cr.Ni.Mo.V |
7-5-1 |
The temperatuie of ferrit/austenit Uansfonnation Ą., |
CJVIn,Si.Cr.Ni.Mo.V.Cu.Ta |
9-8-1 |
The temperaturę of bainilic transformation Bg,,^ |
C.MaSi.Cr.Ni.Mo.V |
7-6-1 |
The temperatuie of martensitic transformation Mg1CK |
C.MaSi.Cr.Ni.Mo.V.Cu.Ta.pierv\ |
10-7-1 |
Classifierof tlie ferritic transformation |
C.Mn,SLCr.Ni.Mo.V.Cu,Tapierw |
10-15-1 |
Classifier of the perhtic transfonnation |
C.MaSi.Cr.Ni.Mo.V.Cu.Ta.pier\\ |
10-20-14-1 |
Classifier of the bainitic transfonnation |
C.MaSi.Cr.Ni.Mo.V.Cu.Ta.pierw |
10-12-1 |
Classifier of the martensitic transfonnation |
CJVlaSi.Cr.Ni.Mo.V,Cu.Ta.pierw |
10-11-1 |
Start temperaturę of the ferritic transformation |
C.Mn.Si.Cr.Ni,Mo.V.Cu.Ta.pierw |
10-7-1 |
Finish temperatuie of the ferritic transfonnation |
C.Mn.Si.Cr.Ni,Mo.V.Cu.Ta.pier\v |
10-5-1 |
Start temperaturę of the perlitic transformation |
C.MaSi.Cr.Ni.Mo.V.Cu.Tapierw |
10-15-1 |
Finish temperatuie of the perlitic transfonnation |
CMaSLCr.NLMo.V.Qi.TaBsinavpier\v |
11-7-1 |
Start temperaturę of the bainitic transfonnation |
C,Cr.Bsmax,Msmax.pienv |
5-1250-5-1 |
Finish temperatuie of the bainitic transfonnation |
CJVtaSi.Cr.Ni.Mo.V.Cu.Tapierw |
10-11-1 |
Start temperatuie of the martesitic transfonnation |
Tempw.pieiw |
2-7-1 |
The limes of start or finish transfonnation |
► Bf=Sf |
Ms>0 Ms*-Ms
' (Bt-EBf)>(Ms*EMs)Jl* 5s°=Ms
pr. EMs-BOEBrMs | Ms-=BrEMsłEBI
Fig. 3. The verification unit procedures Rys. 3. Procedury modułu weryfikacji
The results presentation unit contains functions for generating a CCT diagram from the values calculated by the aforementioned units and placed in global tables. The results can be presented as a CCT diagram (Fig. 5) or as a results table (Fig. 4). Also hardness diagram and diagram of the volume fractions of phases are presented.