SONG Shaodong, WANG Yanyan, SHU Linsen, et al. Optimization of laser cladding process parameters for Fe-based alloy based on NSGA-Ⅱ[J]. Eletric Welding Machine2021, 51(12): 1-5.DOI: 10.7512/j.issn.1001-2303.2021.12.01.
Process parameters are the key factors to ensure the quality of valve parts repaired by laser cladding.Therefore
with laser power
scanning speed
powder feeding speed and defocus amount as independent variables
and pool depth
micro hardness and dilution rate as optimization objectives
the influence of process parameters on the cladding of Fe-based alloy powder on 40Cr substrate was studied based on orthogonal experiment. The regression equations of dilution rate
depth of molten pool and micro hardness were established by stepwise regression analysis. Finally
a set of optimal process parameters were obtained by the intelligent algorithm of NSGA-Ⅱ and verified by experiments. The results show that the main factor for the dilution rate and micro hardness of the cladding layer is the powder feeding speed
and the most important factor for the depth of the molten pool is the laser power. The optimal process parameters obtained by NSGA-Ⅱare as follows: the laser power is 2 182 W
the scanning speed is 17.2 mm/s
the powder feeding speed is 18.4 g/min
and the defocusing amount is 1.86 mm. Under these parameters
the morphology of the cladding layer is greatly improved