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Optimization of Microwave-Based Heating of Cellulosic Biomass Using Taguchi Method
This study discusses the application of microwave-based heating for the pretreatment of biomass material, with Pennisetum purpureum selected for pretreatment. The Taguchi method was used to plan optimization experiments for the pretreatment parameter levels, and to measure the dynamic responses. Wit...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5521312/ https://www.ncbi.nlm.nih.gov/pubmed/28811442 http://dx.doi.org/10.3390/ma6083404 |
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author | Tseng, Kuo-Hsiung Shiao, Yong-Fong Chang, Ruey-Fong Yeh, Yu-Ting |
author_facet | Tseng, Kuo-Hsiung Shiao, Yong-Fong Chang, Ruey-Fong Yeh, Yu-Ting |
author_sort | Tseng, Kuo-Hsiung |
collection | PubMed |
description | This study discusses the application of microwave-based heating for the pretreatment of biomass material, with Pennisetum purpureum selected for pretreatment. The Taguchi method was used to plan optimization experiments for the pretreatment parameter levels, and to measure the dynamic responses. With a low number of experiments, this study analyzed and determined a parameter combination in which Pennisetum purpureum can be rapidly heated to 190 °C. The experimental results suggested that the optimal parameter combination is: vessel capacity of 150 mL (level 2), heating power of 0.5 kW (level 1), and mass of Pennisetum purpureum of 5 g (level 1). The mass of Pennisetum purpureum is a key factor affecting system performance. An eight-order ARX model (Auto-Regressive eXogeneous) was representative of the actual system performance, and the fit was 99.13%. The results proved that microwave-based heating, with the assistance of the Taguchi method for pretreatment of the biomass material, can reduce the parameter combination variations. |
format | Online Article Text |
id | pubmed-5521312 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-55213122017-07-28 Optimization of Microwave-Based Heating of Cellulosic Biomass Using Taguchi Method Tseng, Kuo-Hsiung Shiao, Yong-Fong Chang, Ruey-Fong Yeh, Yu-Ting Materials (Basel) Case Report This study discusses the application of microwave-based heating for the pretreatment of biomass material, with Pennisetum purpureum selected for pretreatment. The Taguchi method was used to plan optimization experiments for the pretreatment parameter levels, and to measure the dynamic responses. With a low number of experiments, this study analyzed and determined a parameter combination in which Pennisetum purpureum can be rapidly heated to 190 °C. The experimental results suggested that the optimal parameter combination is: vessel capacity of 150 mL (level 2), heating power of 0.5 kW (level 1), and mass of Pennisetum purpureum of 5 g (level 1). The mass of Pennisetum purpureum is a key factor affecting system performance. An eight-order ARX model (Auto-Regressive eXogeneous) was representative of the actual system performance, and the fit was 99.13%. The results proved that microwave-based heating, with the assistance of the Taguchi method for pretreatment of the biomass material, can reduce the parameter combination variations. MDPI 2013-08-09 /pmc/articles/PMC5521312/ /pubmed/28811442 http://dx.doi.org/10.3390/ma6083404 Text en © 2013 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 license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Case Report Tseng, Kuo-Hsiung Shiao, Yong-Fong Chang, Ruey-Fong Yeh, Yu-Ting Optimization of Microwave-Based Heating of Cellulosic Biomass Using Taguchi Method |
title | Optimization of Microwave-Based Heating of Cellulosic Biomass Using Taguchi Method |
title_full | Optimization of Microwave-Based Heating of Cellulosic Biomass Using Taguchi Method |
title_fullStr | Optimization of Microwave-Based Heating of Cellulosic Biomass Using Taguchi Method |
title_full_unstemmed | Optimization of Microwave-Based Heating of Cellulosic Biomass Using Taguchi Method |
title_short | Optimization of Microwave-Based Heating of Cellulosic Biomass Using Taguchi Method |
title_sort | optimization of microwave-based heating of cellulosic biomass using taguchi method |
topic | Case Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5521312/ https://www.ncbi.nlm.nih.gov/pubmed/28811442 http://dx.doi.org/10.3390/ma6083404 |
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