Computational study on microstructure evolution and magnetic property of laser additively manufactured magnetic materials

TL;DR

This paper computationally investigates how selective laser melting affects the microstructure and magnetic properties of Fe-Ni alloys, integrating thermal, phase, and magnetic simulations to predict material behavior.

Contribution

It introduces a novel integrated computational approach combining FEA, CALPHAD, and micromagnetics for studying additively manufactured magnetic materials.

Findings

Calculated coercivity matches experimental data.

Predicted phase evolution and residual stress distribution.

Demonstrates feasibility of simulation-based design for magnetic AM materials.

Abstract

Additive manufacturing (AM) offers an unprecedented opportunity for the quick production of complex shaped parts directly from a powder precursor. But its application to functional materials in general and magnetic materials in particular is still at the very beginning. Here we present the first attempt to computationally study the microstructure evolution and magnetic properties of magnetic materials (e.g. Fe-Ni alloys) processed by selective laser melting (SLM). SLM process induced thermal history and thus the residual stress distribution in Fe-Ni alloys are calculated by finite element analysis (FEA). The evolution and distribution of the $\gamma$-Fe-Ni and FeNi$_3$ phase fractions were predicted by using the temperature information from FEA and the output from CALculation of PHAse Diagrams (CALPHAD). Based on the relation between residual stress and magnetoelastic energy, magnetic properties of SLM processed Fe-Ni alloys (magnetic coercivity, remanent magnetization, and magnetic domain structure) are examined by micromagnetic simulations. The calculated coercivity is found to be in line with the experimentally measured values of SLM-processed Fe-Ni alloys. This computation study demonstrates a feasible approach for the simulation of additively manufactured magnetic materials by integrating FEA, CALPHAD, and micromagnetics.