研究目的
To predict the residual stress affected by the strain hardening, flow softening, and microstructural evolution during L-PBF process with IN718 as a material system for exploration.
研究成果
The proposed analytical model accurately predicts the residual stress affected by strain hardening, flow softening, and microstructural evolution during L-PBF process. The results showed good agreement with X-ray diffraction measurements, indicating the model's reliability for predicting residual stress in additively manufactured parts.
研究不足
The study focuses on the L-PBF process with IN718 as a material system. The model's accuracy is dependent on the assumptions and simplifications made in the analytical modeling approach.
1:Experimental Design and Method Selection:
A physics-based analytical model is proposed to predict the residual stress. The temperature field is predicted using a transient moving point heat source approach. The thermal stress is obtained from Green’s functions of stresses due to the point body load. A material constitutive flow stress model known as Johnson-Cook is used to determine the yield surface. This flow stress model is modified to incorporate the effects of flow softening and grain size. The dynamic recrystallization and grain refinement models are used to calculate the grain size using recrystallized volume fraction from nucleation and growth rates. The residual stress build-up is predicted using incremental plasticity and kinematic hardening behavior of the metal according to the property of volume invariance in plastic deformation in coupling with the equilibrium and compatibility conditions.
2:Sample Selection and Data Sources:
IN718 specimens built via L-PBF are used for exploration. The residual stresses in the IN718 specimens are determined using X-ray diffraction measurements.
3:List of Experimental Equipment and Materials:
A commercial X-Ray Diffractions machine (D8 Discover Bruker) is used to measure the residual stress. The powder material is Inconel 718 (IN 718) with specific size distribution. The laser type is Nd: YAG laser.
4:Experimental Procedures and Operational Workflow:
The residual stress on the side walls of the samples is measured by a commercial X-Ray Diffractions machine using the sin2Ψ method. For each point, the through-thickness residual stresses along the build direction and along the scan direction are measured.
5:Data Analysis Methods:
The predicted residual stress from the proposed analytical model is compared with X-ray diffraction measurements.
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