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Objective homogeneity quantification of a periodic surface using the Gini coefficient

The significance of periodic surface structuring methods, such as direct laser interference patterning, is growing steadily. Thus, the ability to objectively and consistently evaluate these surfaces is increasingly important. Standard parameters such as surface roughness or the arithmetic average he...

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Autores principales: Lechthaler, Björn, Pauly, Christoph, Mücklich, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471118/
https://www.ncbi.nlm.nih.gov/pubmed/32883993
http://dx.doi.org/10.1038/s41598-020-70758-9
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author Lechthaler, Björn
Pauly, Christoph
Mücklich, Frank
author_facet Lechthaler, Björn
Pauly, Christoph
Mücklich, Frank
author_sort Lechthaler, Björn
collection PubMed
description The significance of periodic surface structuring methods, such as direct laser interference patterning, is growing steadily. Thus, the ability to objectively and consistently evaluate these surfaces is increasingly important. Standard parameters such as surface roughness or the arithmetic average height are meant to quantify the deviation of a real surface from an ideally flat one. Periodically patterned surfaces, however, are an intentional deviation from that ideal. Therefore, their surface profile has to be separated into a periodic and a non-periodic part. The latter can then be analyzed using the established surface parameters and the periodic nature allows a quantification of structure homogeneity, e.g. based on Gini coefficient. This work presents a new combination of established methods to reliably and objectively evaluate periodic surface quality. For this purpose, the periodicity of a given surface is extracted by Fourier analysis, and its homogeneity with respect to a particular property is determined for the repeating element via a Gini analysis. The proposed method provides an objective and reliable instrument for evaluating the surface quality for the selected attribute regardless of the user. Additionally, this technique can potentially be used to both identify a suitable surface structuring technique and determine the optimal process parameters.
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spelling pubmed-74711182020-09-04 Objective homogeneity quantification of a periodic surface using the Gini coefficient Lechthaler, Björn Pauly, Christoph Mücklich, Frank Sci Rep Article The significance of periodic surface structuring methods, such as direct laser interference patterning, is growing steadily. Thus, the ability to objectively and consistently evaluate these surfaces is increasingly important. Standard parameters such as surface roughness or the arithmetic average height are meant to quantify the deviation of a real surface from an ideally flat one. Periodically patterned surfaces, however, are an intentional deviation from that ideal. Therefore, their surface profile has to be separated into a periodic and a non-periodic part. The latter can then be analyzed using the established surface parameters and the periodic nature allows a quantification of structure homogeneity, e.g. based on Gini coefficient. This work presents a new combination of established methods to reliably and objectively evaluate periodic surface quality. For this purpose, the periodicity of a given surface is extracted by Fourier analysis, and its homogeneity with respect to a particular property is determined for the repeating element via a Gini analysis. The proposed method provides an objective and reliable instrument for evaluating the surface quality for the selected attribute regardless of the user. Additionally, this technique can potentially be used to both identify a suitable surface structuring technique and determine the optimal process parameters. Nature Publishing Group UK 2020-09-03 /pmc/articles/PMC7471118/ /pubmed/32883993 http://dx.doi.org/10.1038/s41598-020-70758-9 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Lechthaler, Björn
Pauly, Christoph
Mücklich, Frank
Objective homogeneity quantification of a periodic surface using the Gini coefficient
title Objective homogeneity quantification of a periodic surface using the Gini coefficient
title_full Objective homogeneity quantification of a periodic surface using the Gini coefficient
title_fullStr Objective homogeneity quantification of a periodic surface using the Gini coefficient
title_full_unstemmed Objective homogeneity quantification of a periodic surface using the Gini coefficient
title_short Objective homogeneity quantification of a periodic surface using the Gini coefficient
title_sort objective homogeneity quantification of a periodic surface using the gini coefficient
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471118/
https://www.ncbi.nlm.nih.gov/pubmed/32883993
http://dx.doi.org/10.1038/s41598-020-70758-9
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