Microstructure engineering of Ti-6Al-4V in laser powder bed fusion via 1D thermal modeling and supporting experiments
Carina van der Linde, Iason Sideris, L\'ea Deillon, Mohamadreza Afrasiabi, Markus Bambach

TL;DR
This paper presents a fast computational framework linking LPBF process parameters to Ti-6Al-4V microstructure evolution, validated experimentally, enabling efficient process optimization for desired phase compositions.
Contribution
It introduces a coupled phase transformation and thermal model that predicts microstructure outcomes across a broad parameter space with high speed and accuracy.
Findings
The framework accurately predicts phase fractions in Ti-6Al-4V during LPBF.
Process parameters significantly influence microstructure and phase composition.
Guidelines for process parameter selection to control microstructure are provided.
Abstract
The microstructure of Ti-6Al-4V has a decisive impact on its mechanical performance; however, controlling phase composition during Laser Powder Bed Fusion (LPBF) remains difficult because of the inherent localized and cyclic thermal history. To fully leverage the design flexibility of LPBF while maintaining an efficient process, it is desirable to tailor the microstructure directly through process-parameter optimization rather than relying on post-processing or in-situ heat treatments. Nevertheless, the large and multidimensional parameter space, combined with the limited availability of experimental data, makes this task particularly challenging. In this work, we develop an efficient computational framework that links process conditions to microstructure evolution by coupling a phase transformation model with a fast 1D finite-difference thermal model, enabling comprehensive insights…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
