• 文献标题:   Raman spectroscopy analysis of number of layers in mass-produced graphene flakes
  • 文献类型:   Article
  • 作  者:   SILVA DL, CAMPOS JLE, FERNANDES TFD, ROCHA JN, MACHADO LRP, SOARES EM, MIQUITA DR, MIRANDA H, RABELO C, NETO OPV, JORIO A, CANCADO LG
  • 作者关键词:  
  • 出版物名称:   CARBON
  • ISSN:   0008-6223 EI 1873-3891
  • 通讯作者地址:   Univ Fed Minas Gerais
  • 被引频次:   8
  • DOI:   10.1016/j.carbon.2020.01.050
  • 出版年:   2020

▎ 摘  要

A metrological framework for statistical analysis of number of layers and stacking order in mass-produced graphene using Raman spectroscopy is presented. The method is based on two complementary protocols, denominated by 2D and G. The 2D-protocol is based on the parameterized principal component analysis of the two-phonon 2D band, and it measures interlayer coupling. A neural-network algorithm for spectral denoising was also developed to improve the outcome. The G-protocol explores the intensity of the bond-stretching G band, and provides information about the number of layers. The method is suitable for automated statistical analysis of heterogeneous graphene-based systems with relatively low computational cost, as shown here for graphene flakes prepared by the liquid-phase exfoliation of graphite. (C) 2020 Elsevier Ltd. All rights reserved.