On the use of Raman spectroscopy to characterize mass-produced graphene nanoplatelets

Raman spectroscopy is one of the most common methods to characterize graphene-related 2D materials, providing information on a wide range of physical and chemical properties. Because of typical sample inhomogeneity, Raman spectra are acquired from several locations across a sample, and analysis is c...

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Main Authors: Keith R. Paton, Konstantinos Despotelis, Naresh Kumar, Piers Turner, Andrew J. Pollard
Format: Article
Language:English
Published: Beilstein-Institut 2023-04-01
Series:Beilstein Journal of Nanotechnology
Subjects:
Online Access:https://doi.org/10.3762/bjnano.14.42
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author Keith R. Paton
Konstantinos Despotelis
Naresh Kumar
Piers Turner
Andrew J. Pollard
author_facet Keith R. Paton
Konstantinos Despotelis
Naresh Kumar
Piers Turner
Andrew J. Pollard
author_sort Keith R. Paton
collection DOAJ
description Raman spectroscopy is one of the most common methods to characterize graphene-related 2D materials, providing information on a wide range of physical and chemical properties. Because of typical sample inhomogeneity, Raman spectra are acquired from several locations across a sample, and analysis is carried out on the averaged spectrum from all locations. This is then used to characterize the “quality” of the graphene produced, in particular the level of exfoliation for top-down manufactured materials. However, these have generally been developed using samples prepared with careful separation of unexfoliated materials. In this work we assess these metrics when applied to non-ideal samples, where unexfoliated graphite has been deliberately added to the exfoliated material. We demonstrate that previously published metrics, when applied to averaged spectra, do not allow the presence of this unexfoliated material to be reliably detected. Furthermore, when a sufficiently large number of spectra are acquired, it is found that by processing and classifying individual spectra, rather than the averaged spectrum, it is possible to identify the presence of this material in the sample, although quantification of the amount remains approximate. We therefore recommend this approach as a robust methodology for reliable characterization of mass-produced graphene-related 2D materials using confocal Raman spectroscopy.
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spelling doaj.art-495d947d4a3447068ee7569babfa64f62023-05-02T09:01:17ZengBeilstein-InstitutBeilstein Journal of Nanotechnology2190-42862023-04-0114150952110.3762/bjnano.14.422190-4286-14-42On the use of Raman spectroscopy to characterize mass-produced graphene nanoplateletsKeith R. Paton0Konstantinos Despotelis1Naresh Kumar2Piers Turner3Andrew J. Pollard4National Physical Laboratory, Teddington, TW11 0LW, UK National Physical Laboratory, Teddington, TW11 0LW, UK National Physical Laboratory, Teddington, TW11 0LW, UK National Physical Laboratory, Teddington, TW11 0LW, UK National Physical Laboratory, Teddington, TW11 0LW, UK Raman spectroscopy is one of the most common methods to characterize graphene-related 2D materials, providing information on a wide range of physical and chemical properties. Because of typical sample inhomogeneity, Raman spectra are acquired from several locations across a sample, and analysis is carried out on the averaged spectrum from all locations. This is then used to characterize the “quality” of the graphene produced, in particular the level of exfoliation for top-down manufactured materials. However, these have generally been developed using samples prepared with careful separation of unexfoliated materials. In this work we assess these metrics when applied to non-ideal samples, where unexfoliated graphite has been deliberately added to the exfoliated material. We demonstrate that previously published metrics, when applied to averaged spectra, do not allow the presence of this unexfoliated material to be reliably detected. Furthermore, when a sufficiently large number of spectra are acquired, it is found that by processing and classifying individual spectra, rather than the averaged spectrum, it is possible to identify the presence of this material in the sample, although quantification of the amount remains approximate. We therefore recommend this approach as a robust methodology for reliable characterization of mass-produced graphene-related 2D materials using confocal Raman spectroscopy.https://doi.org/10.3762/bjnano.14.42few-layer graphenegraphenemetrologyquality controlraman spectroscopy
spellingShingle Keith R. Paton
Konstantinos Despotelis
Naresh Kumar
Piers Turner
Andrew J. Pollard
On the use of Raman spectroscopy to characterize mass-produced graphene nanoplatelets
Beilstein Journal of Nanotechnology
few-layer graphene
graphene
metrology
quality control
raman spectroscopy
title On the use of Raman spectroscopy to characterize mass-produced graphene nanoplatelets
title_full On the use of Raman spectroscopy to characterize mass-produced graphene nanoplatelets
title_fullStr On the use of Raman spectroscopy to characterize mass-produced graphene nanoplatelets
title_full_unstemmed On the use of Raman spectroscopy to characterize mass-produced graphene nanoplatelets
title_short On the use of Raman spectroscopy to characterize mass-produced graphene nanoplatelets
title_sort on the use of raman spectroscopy to characterize mass produced graphene nanoplatelets
topic few-layer graphene
graphene
metrology
quality control
raman spectroscopy
url https://doi.org/10.3762/bjnano.14.42
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