In-situ tailored grain refinement of 316L stainless steel via site-specific titanium inoculation using laser directed energy deposition

Controlling grain structure in metal additive manufacturing is critical to mitigating anisotropic mechanical properties caused by long columnar grains forming along the build direction, reducing hot cracking susceptibility, and enhancing strength via the Hall-Petch effect. This study investigates in situ grain refinement of 316L stainless steel fabricated by Directed Energy Deposition (DED) through direct injection of titanium (Ti) particles into the 316L melt pool. Unlike premixed powders—which can lead to non-uniform transport due to differences in density, morphology, and carrier gas interaction, and limit composition flexibility—direct Ti injection enables real-time control over alloying. A comprehensive parametric study was conducted by varying nozzle velocities up to 6000 mm/min, Ti mass flow rates, and the number of remelting passes to assess their effects on the transition from coarse columnar to fine equiaxed grains. Experimental results showed that Ti addition promotes equiaxed grain formation primarily via heterogeneous nucleation, attributed to the formation of nano-precipitates such as titanium oxides within the melt pool. Complementary Multiphysics simulations provided insights into melt pool dynamics, convection- and diffusion-driven Ti dissolution, and informed Thermo-Calc predictions to assess phase stability and avoid brittle Fe-Ti intermetallics. Low Ti mass flow rates refined grains effectively without inducing phase transitions, whereas higher Ti contents led to brittle intermetallic phases, cracking, and partial transformation from austenite to ferrite. This integrated experimental-modeling approach demonstrates a viable strategy for achieving tailored microstructural control in DED through Ti inoculation and optimized processing parameters.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-14
DOI
https://doi.org/10.5281/zenodo.15420166
Primary Topic
Additive Manufacturing Materials and Processes
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

In-situ tailored grain refinement of 316L stainless steel via site-specific titanium inoculation using laser directed energy deposition

Zenodo (CERN European Organization for Nuclear Research)
Additive Manufacturing Materials and Processes
article

In-situ tailored grain refinement of 316L stainless steel via site-specific titanium inoculation using laser directed energy deposition

article en

Abstract

Controlling grain structure in metal additive manufacturing is critical to mitigating anisotropic mechanical properties caused by long columnar grains forming along the build direction, reducing hot cracking susceptibility, and enhancing strength via the Hall-Petch effect. This study investigates in situ grain refinement of 316L stainless steel fabricated by Directed Energy Deposition (DED) through direct injection of titanium (Ti) particles into the 316L melt pool. Unlike premixed powders—which can lead to non-uniform transport due to differences in density, morphology, and carrier gas interaction, and limit composition flexibility—direct Ti injection enables real-time control over alloying. A comprehensive parametric study was conducted by varying nozzle velocities up to 6000 mm/min, Ti mass flow rates, and the number of remelting passes to assess their effects on the transition from coarse columnar to fine equiaxed grains. Experimental results showed that Ti addition promotes equiaxed grain formation primarily via heterogeneous nucleation, attributed to the formation of nano-precipitates such as titanium oxides within the melt pool. Complementary Multiphysics simulations provided insights into melt pool dynamics, convection- and diffusion-driven Ti dissolution, and informed Thermo-Calc predictions to assess phase stability and avoid brittle Fe-Ti intermetallics. Low Ti mass flow rates refined grains effectively without inducing phase transitions, whereas higher Ti contents led to brittle intermetallic phases, cracking, and partial transformation from austenite to ferrite. This integrated experimental-modeling approach demonstrates a viable strategy for achieving tailored microstructural control in DED through Ti inoculation and optimized processing parameters.

Zenodo (CERN European Organization for Nuclear Research)
Mines Saint-Étienne (FR), École Polytechnique Fédérale de Lausanne (CH), Swiss Federal Laboratories for Materials Science and Technology (CH)
Openalex Percentile: Top 54%
Additive Manufacturing Materials and Processes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

In-situ tailored grain refinement of 316L stainless steel via site-specific titanium inoculation using laser directed energy deposition · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS