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Updated: Jul 1, 2026

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使用双模态光谱和图像数据进行自动微塑料分类,以提高准确性.

Arsanchai Sukkuea1, Jakkaphong Inpun2, Phaothep Cherdsukjai3

  • 1School of Engineering and Technology, Walailak University, 222 Thaiburi, Thasala, Nakhon Si Thammarat 80160, Thailand; Research Center for Intelligent Technology and Integration, School of Engineering and Technology, Walailak University, Nakhon Si Thammarat 80160, Thailand.

Marine pollution bulletin
|February 17, 2025
PubMed
概括

一个自动化系统使用光谱数据对微塑料 (MP) 进行分类,克服了手工分析的局限性. 使用机器学习的双模式方法实现了超过99%的准确性,从而实现了高效的微塑料识别.

关键词:
分类系统的分类系统.双模式数据集的数据集.功能融合的特点是:微塑料是一种微塑料.μFTIR 频谱的使用

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Classification and Mechanical Properties of Synthetic Polymers01:28

Classification and Mechanical Properties of Synthetic Polymers

Synthetic polymers are classified as elastomers, fibers, or plastics based on their crystallinity. Crystallinity, the degree of long-range order in the solid state, influences the mechanical properties (stretching or contracting) of elastomers. Elastomers are flexible polymers that can expand or contract easily upon the application of an external force. They have numerous crosslinks that pull them back into their original shape when stress is removed. Silicones, for instance, are highly elastic...