灰度值对X射线计算机断层扫描对聚合物电解质膜燃料电池中的气体扩散层的重建的影响
Huarui Li1, Tingqiang Qiao2, Xiaoyu Ding1
1Beijing Institute of Technology, School of Mechanical Engineering, 100081, Beijing, China.
Heliyon
|April 16, 2024
概括
选择正确的灰度值对于使用X射线CT进行精确的气体扩散层 (GDL) 分析至关重要. 这项研究表明,即使是微小的值变化也会显著改变GDL的传输和机械性能,Otsu的性能优于孔隙适应性方法.
科学领域:
- 材料科学 材料科学 材料科学
- 计算机建模 计算建模
- 影像科学 影像科学
背景情况:
- 对气体扩散层 (GDLs) 的准确表征对于燃料电池性能至关重要.
- 在X射线计算机断层扫描 (CT) 重建中选择灰度值是一个重大挑战.
- 现有的值方法存在影响GDL财产分析的局限性.
研究的目的:
- 调查灰度值选择对GDL属性的影响.
- 为了比较Otsu和孔隙适应值方法的性能.
- 量化GDL运输和机械性能对值变化的灵敏度.
主要方法:
- 使用X射线CT,以2μm分辨率重建Toray碳纸样本 (TGP-H-060).
- 使用各种灰度值生成3D模型.
- 进行了结构分析,计算流体动力学 (CFD) 模拟和压缩模拟.
主要成果:
- 灰度值的微小变化显著影响了GDL的孔隙性,扭曲性,透性和应力-应变关系.
- 与透度适应值相比,Otsu值方法的准确性更高.
- 在两种值方法之间观察到计算属性的显著差异.
结论:
- 灰度值选择极大地影响了从X射线CT数据中定量化GDL属性的准确性.
- 由于Otsu方法的精度更高,因此推使用Otsu方法来进行GDL分析,而不是采用孔隙适应方法.
- 仔细考虑值对于可靠的GDL表征和燃料电池设计至关重要.
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