Algorithmic design of a product based on customer data
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10773/33788 |
Resumo: | There is a growing trend of using computers creatively in order to enrich the design process. There are three Computational Design techniques that stand-out: Parametric Design, Generative Design and Algorithmic Design. This dissertation intends to test the viability of using these techniques in a context of product development. These techniques show tremendous potential for products that can be customizable by consumers, exploring the combination of various manufacturing methods. To achieve these goals a case study with customization potential and the ability to test algorithmic design techniques has been selected. The results originate from 2 approaches: a generative approach and an algorithmic approach, with each having different evaluation methods. The generative approach is able to explore a solution search space and compares the generated curvatures, whilst the algorithmic approach takes advantage of rapid prototyping principles. The performance indicators for the case study’s conception stage using CD techniques are very positive, but the production stage needs more research. |
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Algorithmic design of a product based on customer dataParametric designGenerative designAlgorithmic designMass customizationHybrid manufacturingThere is a growing trend of using computers creatively in order to enrich the design process. There are three Computational Design techniques that stand-out: Parametric Design, Generative Design and Algorithmic Design. This dissertation intends to test the viability of using these techniques in a context of product development. These techniques show tremendous potential for products that can be customizable by consumers, exploring the combination of various manufacturing methods. To achieve these goals a case study with customization potential and the ability to test algorithmic design techniques has been selected. The results originate from 2 approaches: a generative approach and an algorithmic approach, with each having different evaluation methods. The generative approach is able to explore a solution search space and compares the generated curvatures, whilst the algorithmic approach takes advantage of rapid prototyping principles. The performance indicators for the case study’s conception stage using CD techniques are very positive, but the production stage needs more research.Cada vez mais os computadores são usados de forma criativa para aprofundar o processo de design. Existem três técnicas de design computacional que merecem destaque: design paramétrico, design generativo e design algorítmico. Este trabalho tem como intuito testar a viabilidade do uso destas técnicas num contexto de desenvolvimento de produto. Estas técnicas demonstram um grande potencial para produtos que possam ser customizáveis, explorando a combinação de diferentes métodos de produção. Para isso foi selecionado um caso de estudo com potencial de customização onde seja possível testar a aplicação das técnicas de design algorítmico. Os resultados provêm de 2 abordagens: uma abordagem generativa e uma abordagem algorítmica, com cada abordagem a ter um método de avaliação de resultados. A abordagem generativa varre um espaço de soluções e compara as curvaturas geradas enquanto a abordagem algorítmica aproveita os princípios de prototipagem rápida. Os indicadores obtidos para a fase de conceção do caso de estudo usando as técnicas de CD foram positivos, no entanto a fase da produção necessita mais investigação.2022-05-03T13:26:46Z2021-11-26T00:00:00Z2021-11-26info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/33788engFrancisco, Álvaro Miguel Cruzinfo: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:RCAAP2024-02-22T12:04:58Zoai:ria.ua.pt:10773/33788Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:05:07.553460Repositório 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 |
Algorithmic design of a product based on customer data |
title |
Algorithmic design of a product based on customer data |
spellingShingle |
Algorithmic design of a product based on customer data Francisco, Álvaro Miguel Cruz Parametric design Generative design Algorithmic design Mass customization Hybrid manufacturing |
title_short |
Algorithmic design of a product based on customer data |
title_full |
Algorithmic design of a product based on customer data |
title_fullStr |
Algorithmic design of a product based on customer data |
title_full_unstemmed |
Algorithmic design of a product based on customer data |
title_sort |
Algorithmic design of a product based on customer data |
author |
Francisco, Álvaro Miguel Cruz |
author_facet |
Francisco, Álvaro Miguel Cruz |
author_role |
author |
dc.contributor.author.fl_str_mv |
Francisco, Álvaro Miguel Cruz |
dc.subject.por.fl_str_mv |
Parametric design Generative design Algorithmic design Mass customization Hybrid manufacturing |
topic |
Parametric design Generative design Algorithmic design Mass customization Hybrid manufacturing |
description |
There is a growing trend of using computers creatively in order to enrich the design process. There are three Computational Design techniques that stand-out: Parametric Design, Generative Design and Algorithmic Design. This dissertation intends to test the viability of using these techniques in a context of product development. These techniques show tremendous potential for products that can be customizable by consumers, exploring the combination of various manufacturing methods. To achieve these goals a case study with customization potential and the ability to test algorithmic design techniques has been selected. The results originate from 2 approaches: a generative approach and an algorithmic approach, with each having different evaluation methods. The generative approach is able to explore a solution search space and compares the generated curvatures, whilst the algorithmic approach takes advantage of rapid prototyping principles. The performance indicators for the case study’s conception stage using CD techniques are very positive, but the production stage needs more research. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-11-26T00:00:00Z 2021-11-26 2022-05-03T13:26:46Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10773/33788 |
url |
http://hdl.handle.net/10773/33788 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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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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