压力和微结构的表征基于磁增量透性和磁巴克豪森噪声技术
Hongwei Sheng1, Ping Wang1,2, Yuan Yang1
1College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China.
Materials (Basel, Switzerland)
|June 19, 2024
概括
这项研究揭示了微观结构和应力如何相互作用以影响磁域. 研究人员结合了磁增量透性和磁巴克豪森噪声,开发了一种新的方法来表征这些合效应,提高了模式识别的准确性.
科学领域:
- 材料科学 材料科学 材料科学
- 物理 物理学 物理
- 工程 工程师 工程师 工程师
背景情况:
- 微观结构和应力显著影响磁域行为,影响材料性能.
- 微观结构和对磁域的应力的结合效应在材料表征中经常被忽视.
- 了解这些相互作用对于预测和控制磁性材料性能至关重要.
研究的目的:
- 研究微观结构和应力对磁域运动的合效应.
- 为了建立微观结构特征和磁域行为之间的定量关系.
- 开发一种创新的方法来表征合的微观结构和应力状态.
主要方法:
- 使用了磁增量透性 (MIP) 和磁巴克豪森噪声 (MBN) 技术.
- 开发了一种考虑微观结构和压力的联合影响的模式性特征化方法.
- 采用多层感知器 (MLP) 模型用于微观结构和应力状态的模式识别.
主要成果:
- 建立了微观结构,应力和磁域特征之间的定量关系.
- 在微观结构和应力方面实现了超过97%的模式识别准确度.
- 证明将磁域特征与微磁特征相结合可以提高图案识别的准确性.
结论:
- 微观结构和应力的合显著影响磁域动态.
- 拟议的模式特征化方法有效量化了这些合效应.
- 整合磁域特征可以提高微观结构和应力特征的准确性,为材料设计和分析提供新的见解.
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