Rapid proximate analysis of coal based on reflectance spectroscopy and deep learning

Dong Xiao,Zelin Yan,Jian Li,Yanhua Fu,Zhenni Li

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy（2023）

引用 6|浏览18

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摘要

•A method for rapid coal proximate analysis is proposed.•The method combines spectroscopy with deep learning.•A deep learning model named DR_TELM is proposed, which includes dilated convolution, multi-level residual connection and TELM.•The method proposed achieves high precision and fast speed.

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关键词

Coal proximate analysis,Reflectance spectroscopy,Dilated convolution,Multi-level residual connection,Extreme learning machine

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