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Prediction of Optimum Process Parameters Fabricated by Direct Laser Interference Patterning Based on Central Composite Design

In this study, we report on the optimization of the direct laser interference patterning process by applying the design of experiments approach. The periodic line-like microstructures of a 8.50 µm spatial period were fabricated by a two-beam interference setup with nanosecond laser pulses, varying l...

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Autores principales: El-Khoury, Mikhael, Voisiat, Bogdan, Kunze, Tim, Lasagni, Andrés Fabián
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7560272/
https://www.ncbi.nlm.nih.gov/pubmed/32942779
http://dx.doi.org/10.3390/ma13184101
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author El-Khoury, Mikhael
Voisiat, Bogdan
Kunze, Tim
Lasagni, Andrés Fabián
author_facet El-Khoury, Mikhael
Voisiat, Bogdan
Kunze, Tim
Lasagni, Andrés Fabián
author_sort El-Khoury, Mikhael
collection PubMed
description In this study, we report on the optimization of the direct laser interference patterning process by applying the design of experiments approach. The periodic line-like microstructures of a 8.50 µm spatial period were fabricated by a two-beam interference setup with nanosecond laser pulses, varying laser fluence, pulse overlap, and hatch distance. Central composite design with three factors and five levels was implemented to optimize the required number of experiments. The experimental and numerical results show the impact of various structuring process parameters on surface uniformity. The responses measured are the structure height, height error, and waviness of the pattern. An analysis of the microstructures on the patterned surface was conducted by confocal microscopy and scanning electron microscopy. A 3D-characterization method based on morphological filtering, which allows a holistic view of the surface properties, was applied, and a new qualification scheme for surface microstructures was introduced. Empirical models were also developed and validated for establishing relationships between process parameters and performance criteria. Multi-objective optimization was performed to achieve a minimal value of structure height errors and waviness.
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spelling pubmed-75602722020-10-22 Prediction of Optimum Process Parameters Fabricated by Direct Laser Interference Patterning Based on Central Composite Design El-Khoury, Mikhael Voisiat, Bogdan Kunze, Tim Lasagni, Andrés Fabián Materials (Basel) Article In this study, we report on the optimization of the direct laser interference patterning process by applying the design of experiments approach. The periodic line-like microstructures of a 8.50 µm spatial period were fabricated by a two-beam interference setup with nanosecond laser pulses, varying laser fluence, pulse overlap, and hatch distance. Central composite design with three factors and five levels was implemented to optimize the required number of experiments. The experimental and numerical results show the impact of various structuring process parameters on surface uniformity. The responses measured are the structure height, height error, and waviness of the pattern. An analysis of the microstructures on the patterned surface was conducted by confocal microscopy and scanning electron microscopy. A 3D-characterization method based on morphological filtering, which allows a holistic view of the surface properties, was applied, and a new qualification scheme for surface microstructures was introduced. Empirical models were also developed and validated for establishing relationships between process parameters and performance criteria. Multi-objective optimization was performed to achieve a minimal value of structure height errors and waviness. MDPI 2020-09-15 /pmc/articles/PMC7560272/ /pubmed/32942779 http://dx.doi.org/10.3390/ma13184101 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
El-Khoury, Mikhael
Voisiat, Bogdan
Kunze, Tim
Lasagni, Andrés Fabián
Prediction of Optimum Process Parameters Fabricated by Direct Laser Interference Patterning Based on Central Composite Design
title Prediction of Optimum Process Parameters Fabricated by Direct Laser Interference Patterning Based on Central Composite Design
title_full Prediction of Optimum Process Parameters Fabricated by Direct Laser Interference Patterning Based on Central Composite Design
title_fullStr Prediction of Optimum Process Parameters Fabricated by Direct Laser Interference Patterning Based on Central Composite Design
title_full_unstemmed Prediction of Optimum Process Parameters Fabricated by Direct Laser Interference Patterning Based on Central Composite Design
title_short Prediction of Optimum Process Parameters Fabricated by Direct Laser Interference Patterning Based on Central Composite Design
title_sort prediction of optimum process parameters fabricated by direct laser interference patterning based on central composite design
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7560272/
https://www.ncbi.nlm.nih.gov/pubmed/32942779
http://dx.doi.org/10.3390/ma13184101
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