A Two-Dimensional Simulation of Grain Structure Growth within Substrate and Fusion Zone during Direct Metal Deposition

Abstract

In this chapter, a predictive multiscale model based on a cellular automaton (CA)-finite element (FE) method has been developed to simulate thermal history and microstructure evolution during metal solidification for direct metal deposition (DMD) process. The macroscopic FE calculation that is validated by the thermocouple experiment is developed to simulate the transient temperature field and cooling rate of single layer and multiple layers. In order to integrate the different scales, a CAFE coupled model is developed to combine with thermal history and simulate grain growth. In the mesoscopic CA model, heterogeneous nucleation sites, grain growth orientation and rate, epitaxial growth, remelting of preexisting grains, metal addition, grain competitive growth and columnar to equiaxed phenomena are simulated. The CA model is able to show the entrapment of neighboring cells and the relationship between undercooling and the grain growth rate. The model predicts the grain size and morphological evolution during the solidification phase of the deposition process. The developed "decentered polygon" growth algorithm is appropriate for the nonuniform temperature field. Finally, the single-and multiple-layer DMD experiments are conducted to validate the characteristics of grain features in the simulation.

Microstructural and Tensile Properties Anisotropy of Selective Laser Melting Manufactured IN 625

“…The last decade's progress in the field of computational methods was focused on updating the conventional material databases with additively manufactured materials. The main methods used to analyze the microstructural development are cellular automaton (CA), Monte Carlo (MC), Phase-field (PF), Lattice Boltzmann (LB), Molecular dynamics (MD), and other empiric models [37][38][39][40], or combined models, such as CALB [41].…”

Assessment of Additive Manufactured IN 625’s Tensile Strength Based on Nonstandard Specimens

“…Multiple studies were conducted on metallic materials manufactured by AM, most of them being realized on titanium-based alloys [16][17][18], nickel-based superalloys [19][20][21][22][23][24], cobaltchromium alloys [25][26][27], and aluminium alloys [28][29][30]. However, current studies validate new materials for AM [31], and the computational methods and programs used for conventionally manufactured alloys are tailored for AM [32][33][34][35][36][37][38][39]. Many standards are applied during the material selection and testing campaigns to produce new parts.…”