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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...

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Autores principales: Tseng, Kuo-Hsiung, Shiao, Yong-Fong, Chang, Ruey-Fong, Yeh, Yu-Ting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2013
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.
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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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