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Internal defect database of mechanically deformed ferritic steel via X-ray computed tomography

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DataONE2025-09-30 更新2025-10-04 收录
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Steel is widely utilized as a structural material due to its favorable mechanical properties, cost-effectiveness, and reliability, and it is expected to remain critical in engineering applications. The properties and durability of steel are significantly influenced by internal defects formed during mechanical deformation. Quantitative analysis of the formation and evolution of these defects is essential for developing materials that are both sustainable and tailored to specific applications. However, acquiring statistically meaningful datasets of internal defects is complex, time-consuming, and costly, resulting in a scarcity of comprehensive studies. In this study, we present two comprehensive datasets obtained from mechanically deformed ferritic steel samples using X-ray computed tomography (X-CT): (1) tensile deformation and (2) fatigue deformation. The database includes detailed quantitative descriptions of 938 defect features from 135 tensile-tested samples and 2,305 defect feature..., Tensile testing The tests were conducted at room temperature with a strain rate of 10-3 s-1, and local strains of the specimens were measured using a digital image correlation (DIC) instrument. X-CT scanning was performed using a ZEISS Xradia 520 Versa with the following conditions: 160 kV output voltage, 10 W power, and 3 μm step size. Internal topology data of deformed specimens were obtained by scanning areas of 3×3×33 mm3 located 3 mm away from the fracture surface of fractured specimens. The acquired data was divided into 3-5 regions. Fatigue testing The tests were conducted with an r-ratio of 0.1 and a maximum stress amplitude range of 630-680 MPa. X-CT scanning was performed on a 3×x3×x3 mm3 area at the center of the gauge of the specimen after interrupting the test at a specific cycle. The same conditions were used as in the tensile case, except for the measurement area. After that, an additional fatigue test was conducted, and X-CT scanning was performed again. This process was..., , , # Internal defect database of mechanically deformed ferritic steel via X-ray computed tomography This dataset provides high-resolution X-ray computed tomography (X-CT) images obtained from tensile and fatigue tests, along with internal defect information extracted through Persistent Homology analysis. The dataset consists of the following components: * `Tensile` folder * `Fatigue` folder * `All_in_one_table.xlsx` (summary table of all defect information) --- ## Data Structure Each folder is organized and uploaded according to the `Sample Number` in `All_in_one_table.xlsx`, and each sample contains subfolders with data corresponding to the IDs. For example, `Fatigue_1.zip` includes the data for IDs 1, 2, 3, and 4, which correspond to Sample Number 1 of Fatigue sheet in `All_in_one_table.xlsx`. The following example illustrates the structure of a `Sample Number` folder and its subfolders. ``` Fatigue_1/ └── ID_1/ ├── 3d/ # 3D visualization data ├── raw/ ...
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2025-09-30
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