The invention relates to the field of
metal material
surface modification, in particular to a method for improving the
laser shock
peening effect of
nickel-based
alloy through a pulsed
magnetic field. Comprising the following steps: S1, carrying out
multivariate analysis on a pulsed
magnetic field process by adopting a support vector regression
algorithm, establishing a relation model between
magnetic field process parameters and the strength and
plasticity of a
nickel-based
alloy sample, and carrying out key parameter identification on a regression fitting model of the support vector regression
algorithm by utilizing a
physical information neural network, the optimal pulsed magnetic field process parameters are obtained; s2, testing the
elastic modulus and Poisson's ratio of the
nickel-based
alloy sample treated by the optimal pulsed magnetic field process parameters by using a static test method, and calculating
laser shock parameters; and S3, the nickel-based alloy sample to be treated is subjected to pulsed magnetic field pretreatment under the optimal pulsed magnetic field technological parameters, and then
laser shock
peening treatment is conducted through the laser shock parameters at the same time. The uniformity and the influence depth of the surface strengthening effect of the
metal material can be improved.