根据结构张力器提取羊毛织物的微观结构
Jiani Zhu1, Youwei Ma2, Guoqing Ding1
1School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Sensors (Basel, Switzerland)
|August 12, 2023
概括
本研究介绍了一种自动化方法,从微型CT数据中提取羊毛织物微结构. 这种技术准确地量化了线直径,间距和智能织生产的路径.
科学领域:
- 织科学与工程 织科学与工程
- 材料科学 材料科学 材料科学
- 图像分析 图像分析
背景情况:
- 织行业正在转向羊毛织物的"时尚化"",个性化"和"定制化".
- 传统的加工依赖于经验方法,需要向智能生产迈进.
- 将织物微结构分析集成到加工过程中,对于适应这些趋势至关重要.
研究的目的:
- 开发一种自动化的方法来提取织造羊毛织物的微结构.
- 为了使织物微观结构的定量分析能够改善加工.
- 支持将微结构数据集成到智能织制造中.
主要方法:
- 使用3D微型计算机断层扫描 (micro-CT) 数据编织的羊毛织物.
- 应用图像处理技术,将原始灰度数据转换为结构张量自向量.
- 细分单个线并计算出关键的微观结构参数:直径,间距和中心点路径.
主要成果:
- 成功地从3D微型CT数据中对单个线进行细分.
- 准确计算了线的直径,间距和中心点路径.
- 在编织的单层tweet织物上证明了该方法的高精度和稳定性.
结论:
- 拟议的自动化方法有效地提取羊毛织物的微观结构.
- 该技术为智能织成品加工提供了必要的定量数据.
- 这些发现支持织行业适应现代定制需求.
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