Research Article

Parameter Design in Carbonitriding of EN36, 16MnCr5, and AISI 4140 Steels Using Principal Component-Based Grey Incidence (PGI)

Table 6

Confirmation trial conducted at optimal carbonitriding condition.

ResponsesInitial settingOptimal setting using PGI methodImprovements
Calculated S/N ratioResponse valuePredicted S/N ratioResponse valueS/N ratioResponse value

Surface hardness (HV)57.14871957.2677290.11910
Diffusion depth (DD)40.86911041.4861190.6179
Wear loss (WL)39.6840.010241.3490.0081.6650.0022
Parameter settingA3 B2 C3D2A3 B2 C2D2