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机器学习辅助的LIBS在CFRP中识别回收过程中的环氧树脂

Dimitris Kanakis1, Zaira M Berdiñas2, Konstantinos N Sioutas1

  • 1IRES-Innovation in Research & Engineering Solutions SNC, Silversquare Europe, Square de Meeûs 35, 1000 Brussels, Belgium.

Materials (Basel, Switzerland)
|February 27, 2026
PubMed
概括

本研究介绍了一种使用激光诱导分解光谱 (LIBS) 和机器学习进行碳纤维增强聚合物 (CFRP) 复合材料分类的新方法. 这种方法可以准确地识别和分离复合材料,以提高回收效率.

关键词:
复合材料 复合材料 是一种复合材料.环氧树脂是一种环氧树脂.标识 标识 标识 标识 标识机器学习是机器学习.回收回收是回收的方法.排序 分类 排序这是光谱学.

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Fiber-reinforced concrete significantly enhances the structural and nonstructural properties of traditional concrete by incorporating fibers like steel, glass, and polymers. These fibers, varying from natural ones such as sisal and cellulose to manufactured ones like polypropylene and Kevlar, are mixed into hydraulic cement with aggregates. Steel fibers, often preferred for their robustness, contribute to improved ductility, toughness, and post-cracking performance. The concrete is classified...
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