Controle policromático de luz aplicado à produção de microalgas

Detalhes bibliográficos
Autor(a) principal: Guedes, Vanessa Campos
Data de Publicação: 2021
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://repositorio.ufscar.br/handle/ufscar/15714
Resumo: Microalgae have drawn the attention of the biotechnology industry for being natural synthesizers of high added value products such as β-carotene, astaxanthin, lutein, docosahexaenoic acid, proteins, and pigments. However, its biotechnological exploration is far behind when compared to the use of yeasts and bacteria. The main technological challenge that needs to be overcome is light attenuation, which provides these microorganisms with an inhomogeneous light environment, implying non-optimized growth. Considering these premises, the main objective of this Thesis was to develop an automatic control of photosynthetically active radiation (PAR), using Fuzzy logic, in order to optimize productivity and reduce costs in the production process. And for the full development of the polychromatic light controller, the study was divided into five stages: i) the first one was responsible for providing all the necessary experimental apparatus for the controlled and uncontrolled cultures used for the validation of the proposed system, which includes two light panels, the power controller circuit, and a special capacitor. Each luminous panel was made up of white, red, green and blue LEDs. The power circuit, made up of transistors and resistors, allows the individual manipulation of the intensity of each wavelength. The special condenser was developed with a Peltier chip, eliminating the need to use another thermal bath in the process, reducing costs and simplifying the apparatus used; ii) the second stage included the development of a PAR sensor, which is the indispensable system for monitoring the PAR during cultivation and also for guiding the controller. The developed system was patented and was ten times cheaper than commercial sensors available on the market; iii) the third stage included the development of the software responsible for monitoring and controlling the variables of the photobioreactor, which was registered as SUPERSYS_Photo®, being therefore the most important interface during the execution of crops, saving the data, configuring the controller set points such as the ideal PAR, the emission wavelength, the photoperiods, as well as the gas feed rate; iv) the fourth step was essential to characterize the effects of light quality on the biochemical fraction of Scenedesmus obliquus (not yet discussed in the literature), which allowed us to understand the biochemical behavior of the species when subjected to different wavelengths (white, blue, red and mixture of blue and red). These results were essential for defining the wavelength used as a setpoint in the light controller, optimizing the production of proteins in the final composition of the cultures, which, according to the results presented, Scenedemus obliquus synthesizes a greater fraction of proteins when cultivated under blue light compared to conventional white light; v) the fifth and final stage actually included the development of the polychromatic light controller based on Fuzzy logic, which was able to increase cell productivity by more than 200% in Scendemus obliquus cultures and reduce power costs by 30% electrical. Therefore, in general, this research has greatly contributed to the development of processes, control and automation in microalgal cultures, paving the way for an expansion of the scale of cultivation with a favorable cost/benefit ratio.
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spelling Guedes, Vanessa CamposHorta, Antonio Carlos Lupernihttp://lattes.cnpq.br/5923938048634505Lombardi, Ana TeresaCerri, Marcel Otaviohttp://lattes.cnpq.br/6737850858443813http://lattes.cnpq.br/7999741482353508http://lattes.cnpq.br/116685220477128471ef0f2c-8bf9-44e4-80ad-460132da86fb2022-03-16T12:51:30Z2022-03-16T12:51:30Z2021-12-08GUEDES, Vanessa Campos. Controle policromático de luz aplicado à produção de microalgas. 2021. Tese (Doutorado em Engenharia Química) – Universidade Federal de São Carlos, São Carlos, 2021. Disponível em: https://repositorio.ufscar.br/handle/ufscar/15714.https://repositorio.ufscar.br/handle/ufscar/15714Microalgae have drawn the attention of the biotechnology industry for being natural synthesizers of high added value products such as β-carotene, astaxanthin, lutein, docosahexaenoic acid, proteins, and pigments. However, its biotechnological exploration is far behind when compared to the use of yeasts and bacteria. The main technological challenge that needs to be overcome is light attenuation, which provides these microorganisms with an inhomogeneous light environment, implying non-optimized growth. Considering these premises, the main objective of this Thesis was to develop an automatic control of photosynthetically active radiation (PAR), using Fuzzy logic, in order to optimize productivity and reduce costs in the production process. And for the full development of the polychromatic light controller, the study was divided into five stages: i) the first one was responsible for providing all the necessary experimental apparatus for the controlled and uncontrolled cultures used for the validation of the proposed system, which includes two light panels, the power controller circuit, and a special capacitor. Each luminous panel was made up of white, red, green and blue LEDs. The power circuit, made up of transistors and resistors, allows the individual manipulation of the intensity of each wavelength. The special condenser was developed with a Peltier chip, eliminating the need to use another thermal bath in the process, reducing costs and simplifying the apparatus used; ii) the second stage included the development of a PAR sensor, which is the indispensable system for monitoring the PAR during cultivation and also for guiding the controller. The developed system was patented and was ten times cheaper than commercial sensors available on the market; iii) the third stage included the development of the software responsible for monitoring and controlling the variables of the photobioreactor, which was registered as SUPERSYS_Photo®, being therefore the most important interface during the execution of crops, saving the data, configuring the controller set points such as the ideal PAR, the emission wavelength, the photoperiods, as well as the gas feed rate; iv) the fourth step was essential to characterize the effects of light quality on the biochemical fraction of Scenedesmus obliquus (not yet discussed in the literature), which allowed us to understand the biochemical behavior of the species when subjected to different wavelengths (white, blue, red and mixture of blue and red). These results were essential for defining the wavelength used as a setpoint in the light controller, optimizing the production of proteins in the final composition of the cultures, which, according to the results presented, Scenedemus obliquus synthesizes a greater fraction of proteins when cultivated under blue light compared to conventional white light; v) the fifth and final stage actually included the development of the polychromatic light controller based on Fuzzy logic, which was able to increase cell productivity by more than 200% in Scendemus obliquus cultures and reduce power costs by 30% electrical. Therefore, in general, this research has greatly contributed to the development of processes, control and automation in microalgal cultures, paving the way for an expansion of the scale of cultivation with a favorable cost/benefit ratio.As microalgas têm chamado a atenção da indústria biotecnológica por serem sintetizadoras naturais de produtos de alto valor agregado como β-caroteno, astaxantina, luteína, ácido docosahexaenóico, proteínas e pigmentos. Contudo sua exploração biotecnológica está muito aquém quando comparada à utilização de leveduras e bactérias. O principal desafio tecnológico que precisa ser superado nos cultivos algais é a atenuação luminosa, que fornece a esses microrganismos um ambiente não homogêneo de luz reduzindo/limitando o crescimento celular. Considerando essas premissas, a presente Tese teve como principal objetivo o desenvolvimento de um controlador automático de radiação fotossinteticamente ativa (PAR), utilizando a lógica Fuzzy para otimizar a produtividade de biomassa e reduzir os custos do processo de produção. Foi desenvolvido um controlador policromático de luz e, para isso, o estudo foi dividido em cinco etapas: i) a primeira delas foi responsável por fornecer todo o aparato experimental necessário para os cultivos controlados e não controlados utilizados para a validação do sistema proposto, que inclui dois painéis luminosos, o circuito controlador de potência e um condensador especial; ii) a segunda etapa contou com o desenvolvimento de um sensor PAR, que é o sistema indispensável para monitoramento da PAR durante os cultivos e também por guiar o controlador. O sistema desenvolvido foi submetido ao licenciamento de patente (INPI) e apresentou custo dez vezes mais barato do que os sensores comerciais disponíveis no mercado; iii) a terceira etapa contemplou o desenvolvimento do software responsável pelo monitoramento e controle das variáveis do fotobiorreator que foi registrado como SUPERSYS_Photo®; iv) a quarta etapa foi imprescindível para a caracterização dos efeitos da qualidade da luz sobre a composição bioquímica da microalga cosmopolita Scenedesmus obliquus, sobre a qual não encontramos discussão na literatura). Isso permitiu compreender o comportamento bioquímico da espécie quando submetida a diferentes comprimentos de onda (branco, azul, vermelho e mistura de azul e vermelho). Estes resultados foram primordiais para a definição do comprimento de onda utilizado no controlador de luz, otimizando a produção de proteínas na composição final dos cultivos, que de acordo com resultados apresentados a microalga utilizada sintetiza uma maior fração de proteínas quando cultivada sob luz azul em relação à luz branca convencional; v) a quinta e última etapa contemplou, de fato, o desenvolvimento do controlador policromático de luz baseado em lógica Fuzzy, que foi capaz de aumentar a produtividade celular em mais de 200% em cultivos de Scenedesmus obliquus e de reduzir em 30% os custos com energia elétrica. Portanto, de modo geral, esta pesquisa em muito contribuiu com o desenvolvimento de processos, controle e automação em cultivos microalgais, abrindo caminho para uma ampliação de escala de cultivo com relação custo/benefício favorável.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)2017/23950-5porUniversidade Federal de São CarlosCâmpus São CarlosPrograma de Pós-Graduação em Engenharia Química - PPGEQUFSCarAttribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessControle de luzControle da PARQualidade da luzScenedemus obliquusENGENHARIAS::ENGENHARIA QUIMICA::OPERACOES INDUSTRIAIS E EQUIPAMENTOS PARA ENGENHARIA QUIMICAControle policromático de luz aplicado à produção de microalgasPolychromatic light control applied to microalgae productioninfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis600600e2d68a62-20dd-44a1-a955-70b9eb98a9ecreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALVersao BCO - Vanessa C Guedes.pdfVersao BCO - Vanessa C Guedes.pdfTese- Vanessa C Guedesapplication/pdf4896721https://repositorio.ufscar.br/bitstream/ufscar/15714/1/Versao%20BCO%20-%20Vanessa%20C%20Guedes.pdf5d455362a393bb1f4278884eeb0e7d69MD51MODELO_carta-comprovanteLOGOdosPPGs -3.pdfMODELO_carta-comprovanteLOGOdosPPGs -3.pdfCartaapplication/pdf107842https://repositorio.ufscar.br/bitstream/ufscar/15714/5/MODELO_carta-comprovanteLOGOdosPPGs%20-3.pdfb0945f6721f87d7e0b250a0bb12ac644MD55CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8811https://repositorio.ufscar.br/bitstream/ufscar/15714/6/license_rdfe39d27027a6cc9cb039ad269a5db8e34MD56TEXTVersao BCO - Vanessa C Guedes.pdf.txtVersao BCO - Vanessa C Guedes.pdf.txtExtracted texttext/plain257789https://repositorio.ufscar.br/bitstream/ufscar/15714/7/Versao%20BCO%20-%20Vanessa%20C%20Guedes.pdf.txt7935e676767d84dd9984557f5848773dMD57MODELO_carta-comprovanteLOGOdosPPGs -3.pdf.txtMODELO_carta-comprovanteLOGOdosPPGs -3.pdf.txtExtracted texttext/plain1211https://repositorio.ufscar.br/bitstream/ufscar/15714/9/MODELO_carta-comprovanteLOGOdosPPGs%20-3.pdf.txt19ca6706a7b848b0baf0c4b25e9d3c6fMD59THUMBNAILVersao BCO - Vanessa C Guedes.pdf.jpgVersao BCO - Vanessa C Guedes.pdf.jpgIM Thumbnailimage/jpeg5142https://repositorio.ufscar.br/bitstream/ufscar/15714/8/Versao%20BCO%20-%20Vanessa%20C%20Guedes.pdf.jpg5fe8716560325d833a7e3d1ef829a5e3MD58MODELO_carta-comprovanteLOGOdosPPGs -3.pdf.jpgMODELO_carta-comprovanteLOGOdosPPGs -3.pdf.jpgIM Thumbnailimage/jpeg13535https://repositorio.ufscar.br/bitstream/ufscar/15714/10/MODELO_carta-comprovanteLOGOdosPPGs%20-3.pdf.jpg633737baeff6c8da6e1e5b0b193a0dd3MD510ufscar/157142023-09-18 18:32:24.102oai:repositorio.ufscar.br:ufscar/15714Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-09-18T18:32:24Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Controle policromático de luz aplicado à produção de microalgas
dc.title.alternative.eng.fl_str_mv Polychromatic light control applied to microalgae production
title Controle policromático de luz aplicado à produção de microalgas
spellingShingle Controle policromático de luz aplicado à produção de microalgas
Guedes, Vanessa Campos
Controle de luz
Controle da PAR
Qualidade da luz
Scenedemus obliquus
ENGENHARIAS::ENGENHARIA QUIMICA::OPERACOES INDUSTRIAIS E EQUIPAMENTOS PARA ENGENHARIA QUIMICA
title_short Controle policromático de luz aplicado à produção de microalgas
title_full Controle policromático de luz aplicado à produção de microalgas
title_fullStr Controle policromático de luz aplicado à produção de microalgas
title_full_unstemmed Controle policromático de luz aplicado à produção de microalgas
title_sort Controle policromático de luz aplicado à produção de microalgas
author Guedes, Vanessa Campos
author_facet Guedes, Vanessa Campos
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/1166852204771284
dc.contributor.author.fl_str_mv Guedes, Vanessa Campos
dc.contributor.advisor1.fl_str_mv Horta, Antonio Carlos Luperni
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/5923938048634505
dc.contributor.advisor-co1.fl_str_mv Lombardi, Ana Teresa
Cerri, Marcel Otavio
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/6737850858443813
http://lattes.cnpq.br/7999741482353508
dc.contributor.authorID.fl_str_mv 71ef0f2c-8bf9-44e4-80ad-460132da86fb
contributor_str_mv Horta, Antonio Carlos Luperni
Lombardi, Ana Teresa
Cerri, Marcel Otavio
dc.subject.por.fl_str_mv Controle de luz
Controle da PAR
Qualidade da luz
topic Controle de luz
Controle da PAR
Qualidade da luz
Scenedemus obliquus
ENGENHARIAS::ENGENHARIA QUIMICA::OPERACOES INDUSTRIAIS E EQUIPAMENTOS PARA ENGENHARIA QUIMICA
dc.subject.eng.fl_str_mv Scenedemus obliquus
dc.subject.cnpq.fl_str_mv ENGENHARIAS::ENGENHARIA QUIMICA::OPERACOES INDUSTRIAIS E EQUIPAMENTOS PARA ENGENHARIA QUIMICA
description Microalgae have drawn the attention of the biotechnology industry for being natural synthesizers of high added value products such as β-carotene, astaxanthin, lutein, docosahexaenoic acid, proteins, and pigments. However, its biotechnological exploration is far behind when compared to the use of yeasts and bacteria. The main technological challenge that needs to be overcome is light attenuation, which provides these microorganisms with an inhomogeneous light environment, implying non-optimized growth. Considering these premises, the main objective of this Thesis was to develop an automatic control of photosynthetically active radiation (PAR), using Fuzzy logic, in order to optimize productivity and reduce costs in the production process. And for the full development of the polychromatic light controller, the study was divided into five stages: i) the first one was responsible for providing all the necessary experimental apparatus for the controlled and uncontrolled cultures used for the validation of the proposed system, which includes two light panels, the power controller circuit, and a special capacitor. Each luminous panel was made up of white, red, green and blue LEDs. The power circuit, made up of transistors and resistors, allows the individual manipulation of the intensity of each wavelength. The special condenser was developed with a Peltier chip, eliminating the need to use another thermal bath in the process, reducing costs and simplifying the apparatus used; ii) the second stage included the development of a PAR sensor, which is the indispensable system for monitoring the PAR during cultivation and also for guiding the controller. The developed system was patented and was ten times cheaper than commercial sensors available on the market; iii) the third stage included the development of the software responsible for monitoring and controlling the variables of the photobioreactor, which was registered as SUPERSYS_Photo®, being therefore the most important interface during the execution of crops, saving the data, configuring the controller set points such as the ideal PAR, the emission wavelength, the photoperiods, as well as the gas feed rate; iv) the fourth step was essential to characterize the effects of light quality on the biochemical fraction of Scenedesmus obliquus (not yet discussed in the literature), which allowed us to understand the biochemical behavior of the species when subjected to different wavelengths (white, blue, red and mixture of blue and red). These results were essential for defining the wavelength used as a setpoint in the light controller, optimizing the production of proteins in the final composition of the cultures, which, according to the results presented, Scenedemus obliquus synthesizes a greater fraction of proteins when cultivated under blue light compared to conventional white light; v) the fifth and final stage actually included the development of the polychromatic light controller based on Fuzzy logic, which was able to increase cell productivity by more than 200% in Scendemus obliquus cultures and reduce power costs by 30% electrical. Therefore, in general, this research has greatly contributed to the development of processes, control and automation in microalgal cultures, paving the way for an expansion of the scale of cultivation with a favorable cost/benefit ratio.
publishDate 2021
dc.date.issued.fl_str_mv 2021-12-08
dc.date.accessioned.fl_str_mv 2022-03-16T12:51:30Z
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dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/15714
identifier_str_mv GUEDES, Vanessa Campos. Controle policromático de luz aplicado à produção de microalgas. 2021. Tese (Doutorado em Engenharia Química) – Universidade Federal de São Carlos, São Carlos, 2021. Disponível em: https://repositorio.ufscar.br/handle/ufscar/15714.
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