Development of an experiment plan with an electrospinning equipment for cartilage tissue engineering
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10773/31313 |
Resumo: | This dissertation had as main objective the implementation of an experiment plan for an automated electrospinning system in the field of Tissue Engineering, with main focus on cartilage tissue, as well as the development of a tool capable of predicting the dimensional characteristics of the tissue mesh, depending on the controllable input parameters of the system. In an initial stage, the main structural features of the cartilage tissue, as well as its components and biomechanics. In a second stage, information about the various biofabrication technologies applied to tissue engineering was compiled, focusing primarily on the electrospinning process and the referent techniques used to control the orientation of the fibres. Further ahead, having as base the functioning of the automated electrospinning system, the design of experiments (DoE) was created. For the DoE, three input factors were considered, them being the flow rate, the velocity of the collector bands and the linear velocity of the deposition table. The output variables of the resulting electrospun fibres were the fibre diameter, the space between the fibres and the size of the pores. For each input factor, two levels were considered (low and high), which originated a 2-level factorial design with a total of 2 3 experiments to be conducted. It was used replication in the DoE in order to achieve better results, so the total number of trials realised was sixteen, and the polymer used was PCL/Gelatin.The fibre meshes generated for each experiment were then submitted to a scanning electron microscope (SEM), and the output variables were quantified. The dimensional results of the meshes were statistically analysed (ANOVA), the effects of each parameter, and the interaction between them was determined, as well as its statistical significance. Complementary to this, an equation was developed in order to predict the output variables’ dimensions with respect to the input variables. This equation was then compared with both the experimental results and the theoretical model previously defined. In conclusion, the three input factors showed significant influence on the space between the fibres and the pore size. However, it is possible to verify that the velocity of the deposition table has a much higher effect on the space between the fibres than the velocity of the collector bands and the flow rate. It is also verified that there’s a significance interaction between most of the input factors in both the space between the fibres and the pore size. |
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Development of an experiment plan with an electrospinning equipment for cartilage tissue engineeringElectrospinning equipmentTissue engineeringNanofibre alignmentCartilageBiofabricationDesign of experimentsScaffoldsBiomechanicsThis dissertation had as main objective the implementation of an experiment plan for an automated electrospinning system in the field of Tissue Engineering, with main focus on cartilage tissue, as well as the development of a tool capable of predicting the dimensional characteristics of the tissue mesh, depending on the controllable input parameters of the system. In an initial stage, the main structural features of the cartilage tissue, as well as its components and biomechanics. In a second stage, information about the various biofabrication technologies applied to tissue engineering was compiled, focusing primarily on the electrospinning process and the referent techniques used to control the orientation of the fibres. Further ahead, having as base the functioning of the automated electrospinning system, the design of experiments (DoE) was created. For the DoE, three input factors were considered, them being the flow rate, the velocity of the collector bands and the linear velocity of the deposition table. The output variables of the resulting electrospun fibres were the fibre diameter, the space between the fibres and the size of the pores. For each input factor, two levels were considered (low and high), which originated a 2-level factorial design with a total of 2 3 experiments to be conducted. It was used replication in the DoE in order to achieve better results, so the total number of trials realised was sixteen, and the polymer used was PCL/Gelatin.The fibre meshes generated for each experiment were then submitted to a scanning electron microscope (SEM), and the output variables were quantified. The dimensional results of the meshes were statistically analysed (ANOVA), the effects of each parameter, and the interaction between them was determined, as well as its statistical significance. Complementary to this, an equation was developed in order to predict the output variables’ dimensions with respect to the input variables. This equation was then compared with both the experimental results and the theoretical model previously defined. In conclusion, the three input factors showed significant influence on the space between the fibres and the pore size. However, it is possible to verify that the velocity of the deposition table has a much higher effect on the space between the fibres than the velocity of the collector bands and the flow rate. It is also verified that there’s a significance interaction between most of the input factors in both the space between the fibres and the pore size.Esta dissertação teve como objetivo a implementação de um plano de experiências com recurso a um sistema automatizado de eletrofiação para a engenharia de tecidos de cartilagem, assim como o desenvolvimento de uma ferramenta de previsão das caracter´ısticas dimensionais da malha eletofiada em função de diferentes parâmetros controláveis do sistema automatizado. Numa primeira etapa deste trabalho clarificaram-se as principais características estruturais do tecido de cartilagem, assim como a sua organização e biomecânica. Numa segunda etapa compilou-se informação relativa às tecnologias de biofabricação aplicadas à engenharia de tecidos de cartilagem com particular enfâse no processo de eletrofiação e respetivas técnicas para orientação de fibras. De seguida, e com base no princípio de funcionamento do sistema automatizado de eletrofiação, desenvolveu-se um plano de experiências (DoE). Para este plano foram definidos os três fatores de entrada (controláveis), sendo estes o fluxo de eletrofiação, a velocidade dos tapetes coletores, e a velocidade linear da mesa de deposição. As variáveis de resposta da malha eletrofiada foram o diâmetro da fibra, a distância entre fibras e o tamanho de poro da malha. Para cada fator de entrada foram estabelecidos dois níveis, dando origem a uma plano de experiencia de fatorial de 2 3 . Nesta fase foram definidas as combinações de valores para os 3 fatores de entrada a utilizar na eletrofiação das malhas de fibras de orientação controlada. Procedeu-se de seguida `a implementação do plano de experiência no sistema de eletrofiação, foi utilizado o polímero PCL/gelatina, tendo sido realizados um total de 16 combinações dos três fatores de entrada. As malhas de fibras geradas foram analisadas com recurso a um microscópio eletrónico de varrimento (SEM) e quantificadas as três variáveis de resposta. Os resultados dimensionais das malhas produzidas foram tratados estatisticamente (ANOVA), os efeitos das variáveis de entrada e sua interação nas variáveis de resposta foram determinados, bem como a sua significância estatística. Complementarmente foi deduzida a equação de previsão das variáveis de resposta em função das variáveis de entrada. Esta equação foi ainda comparada com a equação desenvolvida tendo como base os aspetos teóricos do processo de eletrofiação e deposição do sistema automatizado. Conclui-se que os três fatores de entrada possuem influência significativa para o espaçamento entre as fibras e, consequentemente, o tamanho dos poros. No entanto, é possível verificar que o parâmetro com maior efeito na distância entre fibras é a velocidade da mesa. Verifica-se também uma forte interação entres os diferentes fatores de entrada para o espaçamento entre as fibras e para o tamanho dos poros2021-05-05T13:15:58Z2020-07-24T00:00:00Z2020-07-24info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/31313engSilva, Eduarda Manuela Marantes Pereira dainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T12:00:25Zoai:ria.ua.pt:10773/31313Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:03:13.231487Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Development of an experiment plan with an electrospinning equipment for cartilage tissue engineering |
title |
Development of an experiment plan with an electrospinning equipment for cartilage tissue engineering |
spellingShingle |
Development of an experiment plan with an electrospinning equipment for cartilage tissue engineering Silva, Eduarda Manuela Marantes Pereira da Electrospinning equipment Tissue engineering Nanofibre alignment Cartilage Biofabrication Design of experiments Scaffolds Biomechanics |
title_short |
Development of an experiment plan with an electrospinning equipment for cartilage tissue engineering |
title_full |
Development of an experiment plan with an electrospinning equipment for cartilage tissue engineering |
title_fullStr |
Development of an experiment plan with an electrospinning equipment for cartilage tissue engineering |
title_full_unstemmed |
Development of an experiment plan with an electrospinning equipment for cartilage tissue engineering |
title_sort |
Development of an experiment plan with an electrospinning equipment for cartilage tissue engineering |
author |
Silva, Eduarda Manuela Marantes Pereira da |
author_facet |
Silva, Eduarda Manuela Marantes Pereira da |
author_role |
author |
dc.contributor.author.fl_str_mv |
Silva, Eduarda Manuela Marantes Pereira da |
dc.subject.por.fl_str_mv |
Electrospinning equipment Tissue engineering Nanofibre alignment Cartilage Biofabrication Design of experiments Scaffolds Biomechanics |
topic |
Electrospinning equipment Tissue engineering Nanofibre alignment Cartilage Biofabrication Design of experiments Scaffolds Biomechanics |
description |
This dissertation had as main objective the implementation of an experiment plan for an automated electrospinning system in the field of Tissue Engineering, with main focus on cartilage tissue, as well as the development of a tool capable of predicting the dimensional characteristics of the tissue mesh, depending on the controllable input parameters of the system. In an initial stage, the main structural features of the cartilage tissue, as well as its components and biomechanics. In a second stage, information about the various biofabrication technologies applied to tissue engineering was compiled, focusing primarily on the electrospinning process and the referent techniques used to control the orientation of the fibres. Further ahead, having as base the functioning of the automated electrospinning system, the design of experiments (DoE) was created. For the DoE, three input factors were considered, them being the flow rate, the velocity of the collector bands and the linear velocity of the deposition table. The output variables of the resulting electrospun fibres were the fibre diameter, the space between the fibres and the size of the pores. For each input factor, two levels were considered (low and high), which originated a 2-level factorial design with a total of 2 3 experiments to be conducted. It was used replication in the DoE in order to achieve better results, so the total number of trials realised was sixteen, and the polymer used was PCL/Gelatin.The fibre meshes generated for each experiment were then submitted to a scanning electron microscope (SEM), and the output variables were quantified. The dimensional results of the meshes were statistically analysed (ANOVA), the effects of each parameter, and the interaction between them was determined, as well as its statistical significance. Complementary to this, an equation was developed in order to predict the output variables’ dimensions with respect to the input variables. This equation was then compared with both the experimental results and the theoretical model previously defined. In conclusion, the three input factors showed significant influence on the space between the fibres and the pore size. However, it is possible to verify that the velocity of the deposition table has a much higher effect on the space between the fibres than the velocity of the collector bands and the flow rate. It is also verified that there’s a significance interaction between most of the input factors in both the space between the fibres and the pore size. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-07-24T00:00:00Z 2020-07-24 2021-05-05T13:15:58Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
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masterThesis |
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publishedVersion |
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http://hdl.handle.net/10773/31313 |
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http://hdl.handle.net/10773/31313 |
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eng |
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eng |
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openAccess |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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