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To address the challenges of microstructural control and the correlation between process parameters and grain morphologies in wire arc additive manufacturing (WAAM), a three-dimensional multiscale model incorporating macroscopic finite element modeling (FEM) and microscopic phase-field modeling (PFM) was developed. The results indicate that temperature variations in space G and temperature variations in the time domain R are the main factors determining the relationship between the macroscopic process parameters and the microstructure in WAAM. An increase in the melt pool geometry leads to a decrease in G / R and an increase in G × R , which promotes the transformation from columnar to equiaxed grains and results in a decrease in the microscopic grain size. Increasing the scanning speed from 300 to 600 mm/min resulted in a 28.6% decrease in the equiaxed grain average area and a 15.97% decrease in the average columnar grain width. Extending the interlayer cooling time reduced the columnar grain average width by 11.7% and the equiaxed grain average area by 11.1%.
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Gao et al. (2025) studied this question.
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