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Updated: Mar 7, 2026

Determining the Mechanical Strength of Ultra-Fine-Grained Metals
Published on: November 22, 2021
Austenite grain growth simulation considering the solute-drag effect and pinning effect.
Naoto Fujiyama1, Toshinobu Nishibata2, Akira Seki3
1Research & Development, Nippon Steel & Sumitomo Metal Corporation, Ltd , Futtsu , Japan.
This study introduces a new model to predict austenite grain growth in low alloy steel, combining solute-drag and pinning effects. The model accurately predicts grain growth, enhancing heat-affected zone toughness in welded joints.
Area of Science:
- Materials Science
- Metallurgy
- Physical Chemistry
Background:
- The pinning effect is crucial for controlling austenite grain growth in low alloy steel.
- Restraining grain growth improves heat-affected zone toughness in welded joints.
Purpose of the Study:
- To develop a novel calculation model for predicting austenite grain growth behavior.
- To integrate the solute-drag effect and the pinning effect of TiN precipitates into a unified model.
Main Methods:
- Utilized the solute-drag effect theory with assumptions of constant grain boundary width and equilibrium segregation.
- Employed Hillert's law, assuming a liquid austenite grain boundary phase for solute concentration estimation.
- Calculated equilibrium solute concentration using Thermo-Calc software and pinning effects via Nishizawa's equation.
Main Results:
- The developed model accurately predicts austenite grain growth across a temperature range of 1473-1673 K.
- Calculated austenite grain growth demonstrated excellent correspondence with experimental data.
- The model effectively integrates solute-drag and pinning effects for comprehensive prediction.
Conclusions:
- The proposed model provides a reliable method for predicting austenite grain growth in low alloy steels.
- This predictive capability is essential for optimizing heat treatment processes and improving material properties.
- The integration of solute-drag and pinning effects offers a more complete understanding of grain boundary phenomena.
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