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Graphite Equivalent Evaluation of Anthracite-Associated Graphite by Raman Spectroscopy.

Wubo ChuWen DaiBo WangChen YeWeiping XieBing YinHe LiNan Jiang
Published in: Materials (Basel, Switzerland) (2023)
Anthracite-associated graphite is an important graphite resource with a wide range of applications besides being used as a fuel. This paper introduces a method for evaluating the graphite equivalent evaluation of anthracite-associated graphite. A series of graphite-anthracite standard samples with known graphite content were prepared, and their Raman spectra were obtained using a Raman spectrometer. By employing peak-fitting analysis to decipher the peak spectrum information of the D peak and G peak, trends in the peak position, peak intensity ratio, half-width, and peak area of the D peak and G peak in standard samples with different graphite contents were obtained. Subsequently, a standard curve and fitting equation were established using the peak area data. The goodness of fit for the equation (R 2 ) was 0.9984. Then the equation was used to evaluate 100 natural anthracite-associated graphite samples with unknown graphite content, obtaining a corresponding graphite equivalent evaluation.
Keyphrases
  • raman spectroscopy
  • healthcare
  • machine learning
  • artificial intelligence
  • deep learning
  • label free