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Design of experiments as a tool to guide the preparation of tailor-made activated carbons

Activated carbon produced from biomass exhibits a high specific surface area due to the natural hierarchical porous structure of the precursor material. To reduce production costs of activated carbon, bio-waste materials receive more and more attention, which has led to a steep increase in the numbe...

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Autores principales: Schaubeder, Jana B., Guizani, Chamseddine, Selinger, Julian, Mautner, Andreas, Hummel, Michael, Spirk, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998870/
https://www.ncbi.nlm.nih.gov/pubmed/36894569
http://dx.doi.org/10.1038/s41598-023-30642-8
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author Schaubeder, Jana B.
Guizani, Chamseddine
Selinger, Julian
Mautner, Andreas
Hummel, Michael
Spirk, Stefan
author_facet Schaubeder, Jana B.
Guizani, Chamseddine
Selinger, Julian
Mautner, Andreas
Hummel, Michael
Spirk, Stefan
author_sort Schaubeder, Jana B.
collection PubMed
description Activated carbon produced from biomass exhibits a high specific surface area due to the natural hierarchical porous structure of the precursor material. To reduce production costs of activated carbon, bio-waste materials receive more and more attention, which has led to a steep increase in the number of publications over the past decade. However, the characteristics of activated carbon are highly dependent on the properties of the precursor material used, making it difficult to draw assumptions about activation conditions for new precursor materials based on published work. Here, we introduce a Design of Experiment methodology with a Central Composite Design to better predict the properties of activated carbons from biomass. As a model precursor, we employ well-defined regenerated cellulose-based fibers which contain 25 wt.% chitosan as intrinsic dehydration catalyst and nitrogen donor. The use of the DoE methodology opens up the possibility to better identify the crucial dependencies between activation temperature and impregnation ratio on the yield, surface morphology, porosity and chemical composition of the activated carbon, independent of the used biomass. The use of DoE yields contour plots, which allows for more facile analysis on correlations between activation conditions and activated carbon properties, thus enabling its tailor-made manufacturing.
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spelling pubmed-99988702023-03-11 Design of experiments as a tool to guide the preparation of tailor-made activated carbons Schaubeder, Jana B. Guizani, Chamseddine Selinger, Julian Mautner, Andreas Hummel, Michael Spirk, Stefan Sci Rep Article Activated carbon produced from biomass exhibits a high specific surface area due to the natural hierarchical porous structure of the precursor material. To reduce production costs of activated carbon, bio-waste materials receive more and more attention, which has led to a steep increase in the number of publications over the past decade. However, the characteristics of activated carbon are highly dependent on the properties of the precursor material used, making it difficult to draw assumptions about activation conditions for new precursor materials based on published work. Here, we introduce a Design of Experiment methodology with a Central Composite Design to better predict the properties of activated carbons from biomass. As a model precursor, we employ well-defined regenerated cellulose-based fibers which contain 25 wt.% chitosan as intrinsic dehydration catalyst and nitrogen donor. The use of the DoE methodology opens up the possibility to better identify the crucial dependencies between activation temperature and impregnation ratio on the yield, surface morphology, porosity and chemical composition of the activated carbon, independent of the used biomass. The use of DoE yields contour plots, which allows for more facile analysis on correlations between activation conditions and activated carbon properties, thus enabling its tailor-made manufacturing. Nature Publishing Group UK 2023-03-09 /pmc/articles/PMC9998870/ /pubmed/36894569 http://dx.doi.org/10.1038/s41598-023-30642-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Schaubeder, Jana B.
Guizani, Chamseddine
Selinger, Julian
Mautner, Andreas
Hummel, Michael
Spirk, Stefan
Design of experiments as a tool to guide the preparation of tailor-made activated carbons
title Design of experiments as a tool to guide the preparation of tailor-made activated carbons
title_full Design of experiments as a tool to guide the preparation of tailor-made activated carbons
title_fullStr Design of experiments as a tool to guide the preparation of tailor-made activated carbons
title_full_unstemmed Design of experiments as a tool to guide the preparation of tailor-made activated carbons
title_short Design of experiments as a tool to guide the preparation of tailor-made activated carbons
title_sort design of experiments as a tool to guide the preparation of tailor-made activated carbons
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998870/
https://www.ncbi.nlm.nih.gov/pubmed/36894569
http://dx.doi.org/10.1038/s41598-023-30642-8
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