Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic review
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/23302 |
Resumo: | The global economy is directly dependent on fossil fuels, consuming a total of approximately 70% of these energy sources. However, renewable energies, especially biofuels produced by biomass, are gaining ground, with emphasis on elephant grass, which has been standing out in the production of bioethanol in Brazil. However, before fermentation takes place for the production of bioethanol, the biomass must undergo a process called pre-treatment. Therefore, when analyzing the chemical processes, the optimization of the variables for the pre-treatment is essential, thus the need to apply a mathematical modeling system such as fuzzy or fuzzy logic arises. Given this context, the objective of this article is to identify how the state of knowledge about the application of fuzzy logic in the alkaline pre-treatment of elephant grass is configured. By conducting the research using the Systemic Literature Review (RBS), it was possible to identify several opportunities for the application of fuzzy logic in alkaline pre-treatments in elephant grass. Of the 86 documents analyzed in this research, 100% were from research and bibliographic review articles, which demonstrates the relevance in academia of the use of elephant grass in the production of bioethanol and, in the same way, research on the application of pre- Biomass treatment has gained importance in recent years, being increasingly studied and developed by researchers in the area. Although it does not present any article with specific reference to the use of fuzzy logic in the alkaline pre-treatment of elephant grass, this opens up a wide range for further research using fuzzy logic. |
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Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic reviewLógica difusa aplicada al pretratamiento de pasto elefante: una revisión sistemática de la literaturaLógica fuzzy aplicada ao pré-tratamento do capim-elefante: uma revisão bibliográfica sistemáticaSustainabilityFuzzy logicPennisetum purpureumNaOH.SustentabilidadePennisetum purpureumLógica difusaNaOH.SustentabilidadLógica difusaPennisetum purpureumNaOH.The global economy is directly dependent on fossil fuels, consuming a total of approximately 70% of these energy sources. However, renewable energies, especially biofuels produced by biomass, are gaining ground, with emphasis on elephant grass, which has been standing out in the production of bioethanol in Brazil. However, before fermentation takes place for the production of bioethanol, the biomass must undergo a process called pre-treatment. Therefore, when analyzing the chemical processes, the optimization of the variables for the pre-treatment is essential, thus the need to apply a mathematical modeling system such as fuzzy or fuzzy logic arises. Given this context, the objective of this article is to identify how the state of knowledge about the application of fuzzy logic in the alkaline pre-treatment of elephant grass is configured. By conducting the research using the Systemic Literature Review (RBS), it was possible to identify several opportunities for the application of fuzzy logic in alkaline pre-treatments in elephant grass. Of the 86 documents analyzed in this research, 100% were from research and bibliographic review articles, which demonstrates the relevance in academia of the use of elephant grass in the production of bioethanol and, in the same way, research on the application of pre- Biomass treatment has gained importance in recent years, being increasingly studied and developed by researchers in the area. Although it does not present any article with specific reference to the use of fuzzy logic in the alkaline pre-treatment of elephant grass, this opens up a wide range for further research using fuzzy logic.La economía mundial depende directamente de los combustibles fósiles, consumiendo un total de aproximadamente el 70% de estas fuentes de energía. Sin embargo, las energías renovables, especialmente los biocombustibles producidos por biomasa, están ganando terreno, con énfasis en el pasto elefante, que se ha destacado en la producción de bioetanol en Brasil. Sin embargo, antes de que tenga lugar la fermentación para la producción de bioetanol, la biomasa debe someterse a un proceso llamado pretratamiento. Por tanto, a la hora de analizar los procesos químicos, la optimización de las variables para el pretratamiento es fundamental, por lo que surge la necesidad de aplicar un sistema de modelado matemático como la lógica difusa o nebulosa. Ante este contexto, el objetivo de este artículo es identificar cómo se configura el estado de conocimiento sobre la aplicación de la lógica difusa en el pretratamiento alcalino de pasto elefante. Al realizar la investigación utilizando Systemic Literature Review (RBS), fue posible identificar varias oportunidades para la aplicación de lógica difusa en pretratamientos alcalinos en pasto elefante. De los 86 documentos analizados en esta investigación, el 100% provienen de artículos de investigación y revisión bibliográfica, lo que demuestra la relevancia en la academia del uso de pasto elefante en la producción de bioetanol y, de igual forma, la investigación sobre la aplicación de pre El tratamiento con biomasa ha ganado importancia en los últimos años, siendo cada vez más estudiado y desarrollado por investigadores del área. Aunque no presenta ningún artículo con referencia específica al uso de la lógica difusa en el pretratamiento alcalino de la hierba elefante, esto abre un amplio rango para futuras investigaciones utilizando la lógica difusa.A economia global é diretamente dependente dos combustíveis fósseis, consumindo um total de aproximadamente 70% destas fontes de energia. Contudo, as energias renováveis, principalmente os biocombustíveis produzidos pela biomassa estão ganhando espaço, com destaque para o capim-elefante, que vem se destacando na produção de bioetanol no Brasil. No entanto, antes de ocorrer a fermentação para a produção do bioetanol, a biomassa deverá passar por um processo chamado de pré-tratamento. Por isso, quando se analisa os processos químicos, a otimização nas variáveis para o pré-tratamento é fundamental, assim surge a necessidade de aplicar um sistema de modelagem matemática como a lógica nebulosa ou fuzzy. Diante desse contexto, o objetivo desse artigo é identificar como está configurado o estado do conhecimento sobre a aplicação da lógica fuzzy no pré-tratamento alcalino no capim-elefante. Com a realização da pesquisa utilizando a Revisão Bibliográfica Sistêmica (RBS), foi possível identificar diversas oportunidades da aplicação da lógica fuzzy nos pré-tratamentos alcalinos no capim-elefante. Dos 86 documentos analisados nesta pesquisa, 100% foram de artigos de pesquisa e de revisão bibliográfica, o que demonstra uma relevância na academia ao uso do capim-elefante na produção bioetanol e, da mesma forma, que as pesquisas sobre a aplicação de pré-tratamento nas biomassas vem ganhando importância nos últimos anos, sendo cada vez mais estudada e desenvolvida por pesquisadores da área. Apesar de não apresentar nenhum artigo com referência específica da utilização da lógica fuzzy no pré-tratamento alcalino do capim-elefante, isso abre um grande leque para novas pesquisas utilizando a lógica nebulosa.Research, Society and Development2021-11-29info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/2330210.33448/rsd-v10i15.23302Research, Society and Development; Vol. 10 No. 15; e439101523302Research, Society and Development; Vol. 10 Núm. 15; e439101523302Research, Society and Development; v. 10 n. 15; e4391015233022525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/23302/20466Copyright (c) 2021 Emmanuel Zullo Godinho; Fernando de Lima Caneppelehttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessGodinho, Emmanuel ZulloCaneppele, Fernando de Lima 2021-12-06T10:13:53Zoai:ojs.pkp.sfu.ca:article/23302Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:42:13.479766Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic review Lógica difusa aplicada al pretratamiento de pasto elefante: una revisión sistemática de la literatura Lógica fuzzy aplicada ao pré-tratamento do capim-elefante: uma revisão bibliográfica sistemática |
title |
Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic review |
spellingShingle |
Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic review Godinho, Emmanuel Zullo Sustainability Fuzzy logic Pennisetum purpureum NaOH. Sustentabilidade Pennisetum purpureum Lógica difusa NaOH. Sustentabilidad Lógica difusa Pennisetum purpureum NaOH. |
title_short |
Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic review |
title_full |
Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic review |
title_fullStr |
Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic review |
title_full_unstemmed |
Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic review |
title_sort |
Fuzzy logic applied to elephant grass pretreatment: a systematic bibliographic review |
author |
Godinho, Emmanuel Zullo |
author_facet |
Godinho, Emmanuel Zullo Caneppele, Fernando de Lima |
author_role |
author |
author2 |
Caneppele, Fernando de Lima |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Godinho, Emmanuel Zullo Caneppele, Fernando de Lima |
dc.subject.por.fl_str_mv |
Sustainability Fuzzy logic Pennisetum purpureum NaOH. Sustentabilidade Pennisetum purpureum Lógica difusa NaOH. Sustentabilidad Lógica difusa Pennisetum purpureum NaOH. |
topic |
Sustainability Fuzzy logic Pennisetum purpureum NaOH. Sustentabilidade Pennisetum purpureum Lógica difusa NaOH. Sustentabilidad Lógica difusa Pennisetum purpureum NaOH. |
description |
The global economy is directly dependent on fossil fuels, consuming a total of approximately 70% of these energy sources. However, renewable energies, especially biofuels produced by biomass, are gaining ground, with emphasis on elephant grass, which has been standing out in the production of bioethanol in Brazil. However, before fermentation takes place for the production of bioethanol, the biomass must undergo a process called pre-treatment. Therefore, when analyzing the chemical processes, the optimization of the variables for the pre-treatment is essential, thus the need to apply a mathematical modeling system such as fuzzy or fuzzy logic arises. Given this context, the objective of this article is to identify how the state of knowledge about the application of fuzzy logic in the alkaline pre-treatment of elephant grass is configured. By conducting the research using the Systemic Literature Review (RBS), it was possible to identify several opportunities for the application of fuzzy logic in alkaline pre-treatments in elephant grass. Of the 86 documents analyzed in this research, 100% were from research and bibliographic review articles, which demonstrates the relevance in academia of the use of elephant grass in the production of bioethanol and, in the same way, research on the application of pre- Biomass treatment has gained importance in recent years, being increasingly studied and developed by researchers in the area. Although it does not present any article with specific reference to the use of fuzzy logic in the alkaline pre-treatment of elephant grass, this opens up a wide range for further research using fuzzy logic. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-11-29 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/23302 10.33448/rsd-v10i15.23302 |
url |
https://rsdjournal.org/index.php/rsd/article/view/23302 |
identifier_str_mv |
10.33448/rsd-v10i15.23302 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/23302/20466 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2021 Emmanuel Zullo Godinho; Fernando de Lima Caneppele https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2021 Emmanuel Zullo Godinho; Fernando de Lima Caneppele https://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Research, Society and Development |
publisher.none.fl_str_mv |
Research, Society and Development |
dc.source.none.fl_str_mv |
Research, Society and Development; Vol. 10 No. 15; e439101523302 Research, Society and Development; Vol. 10 Núm. 15; e439101523302 Research, Society and Development; v. 10 n. 15; e439101523302 2525-3409 reponame:Research, Society and Development instname:Universidade Federal de Itajubá (UNIFEI) instacron:UNIFEI |
instname_str |
Universidade Federal de Itajubá (UNIFEI) |
instacron_str |
UNIFEI |
institution |
UNIFEI |
reponame_str |
Research, Society and Development |
collection |
Research, Society and Development |
repository.name.fl_str_mv |
Research, Society and Development - Universidade Federal de Itajubá (UNIFEI) |
repository.mail.fl_str_mv |
rsd.articles@gmail.com |
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1797052791069343744 |