Restrições práticas do corte bidimensional retangular de chapas metálicas

Detalhes bibliográficos
Autor(a) principal: Francescatto, Matheus Binotto
Data de Publicação: 2022
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/26010
Resumo: This research approaches the two-dimensional rectangular strip packing problem (2DSPP), where the main goal is to pack a determined number of rectangles, without overlap, to minimize the strip height. In the rectangular 2D-SPP, constraints are used to restrict the packing process, satisfying physical and real-life practical conditions which can impact the material cutting. From the 2D-SPP literature, there is a gap related to studies approaching constraints found in real-life scenarios, ensuing in a lack of practical application from the results obtained. The main goal is to determine the impact of the practical constraints found in the plasma cutting of metal sheets, in a raw material waste context. A systematic literature review was conducted, and 223 articles were selected and analyzed. Constraints concerning the rectangular 2D-SPP were classified into seven different groups, and a bibliometric analysis of the rectangular 2DSPP academic literature was developed. Also, a mathematical model from the literature was adapted considering the practical constraints found in the plasma cutting of metal sheets, and the constraints impact in well-known 2D-SPP instances was determined. The best solutions quality was found in scenarios with a low heterogeneity and low aspectratio and the worst solutions quality was found in scenarios with very high aspectratio and low heterogeneity. However, the combination of size and number of rectangles, as well as the strip width, was the main factor impacting the solution quality, hampering the allocation of rectangles in the packing layout and generating empty spaces. In summary, considering the raw material waste context, instances with smaller width should be avoided in practical operations for elevated minimum distance constraint values, returning the worst solutions quality. For low minimum distance constraint values, smaller width instances can be used in practical operations, as the solutions quality found was acceptable. Also, instances with low aspectratio and low heterogeneity should be prioritized, as improved raw material usage was found.
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spelling Restrições práticas do corte bidimensional retangular de chapas metálicasRectangular two-dimensional practical constraints in sheet metal cuttingCorte e empacotamentoCorte bidimensional retangular em faixasIndústria metalmecânicaCutting and packingTwo-dimensional strip packing problemMetalmechanical industryCNPQ::ENGENHARIAS::ENGENHARIA DE PRODUCAOThis research approaches the two-dimensional rectangular strip packing problem (2DSPP), where the main goal is to pack a determined number of rectangles, without overlap, to minimize the strip height. In the rectangular 2D-SPP, constraints are used to restrict the packing process, satisfying physical and real-life practical conditions which can impact the material cutting. From the 2D-SPP literature, there is a gap related to studies approaching constraints found in real-life scenarios, ensuing in a lack of practical application from the results obtained. The main goal is to determine the impact of the practical constraints found in the plasma cutting of metal sheets, in a raw material waste context. A systematic literature review was conducted, and 223 articles were selected and analyzed. Constraints concerning the rectangular 2D-SPP were classified into seven different groups, and a bibliometric analysis of the rectangular 2DSPP academic literature was developed. Also, a mathematical model from the literature was adapted considering the practical constraints found in the plasma cutting of metal sheets, and the constraints impact in well-known 2D-SPP instances was determined. The best solutions quality was found in scenarios with a low heterogeneity and low aspectratio and the worst solutions quality was found in scenarios with very high aspectratio and low heterogeneity. However, the combination of size and number of rectangles, as well as the strip width, was the main factor impacting the solution quality, hampering the allocation of rectangles in the packing layout and generating empty spaces. In summary, considering the raw material waste context, instances with smaller width should be avoided in practical operations for elevated minimum distance constraint values, returning the worst solutions quality. For low minimum distance constraint values, smaller width instances can be used in practical operations, as the solutions quality found was acceptable. Also, instances with low aspectratio and low heterogeneity should be prioritized, as improved raw material usage was found.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESEsta pesquisa aborda o problema de corte bidimensional retangular em faixas (2DSPP), onde o objetivo principal é alocar um determinado número de retângulos, sem sobreposição, minimizando a altura da faixa. No 2D-SPP, restrições são usadas para restringir o processo de empacotamento, satisfazendo condições físicas e práticas que impactam o corte do material. Uma lacuna relacionada a estudos que abordam restrições baseadas em cenários da vida real foi verificada na literatura do 2D-SPP, originando uma falta de aplicação prática dos resultados obtidos. Assim, a pesquisa pretende avaliar o impacto de restrições práticas presentes no processo de corte a plasma de chapas metálicas, considerando um contexto relacionado ao desperdício de matéria-prima. Uma revisão sistemática da literatura foi realizada e 223 artigos foram analisados. As restrições relativas ao 2D-SPP foram classificadas em sete grupos diferentes e uma análise bibliométrica da literatura acadêmica foi desenvolvida. Ainda, um modelo matemático da literatura foi adaptado, considerando as restrições práticas encontradas no corte a plasma de chapas metálicas, e o impacto das restrições utilizadas foi determinado em instâncias conhecidas do 2D-SPP. As melhores soluções foram encontradas em cenários com baixa heterogeneidade e baixo aspectratio e as piores soluções foram encontradas em cenários com aspectratio muito alto e baixa heterogeneidade. No entanto, a combinação de tamanho e número de retângulos, com a largura da faixa, foi o principal fator que impactou a qualidade das soluções, dificultando a alocação de retângulos no arranjo de empacotamento e gerando espaços vazios. Considerando o contexto relativo ao desperdício de matéria-prima, instâncias com larguras menores devem ser evitadas em operações práticas para valores de restrição de distância mínima elevados, retornando as piores soluções. Para valores de restrição de distância mínima baixos, instâncias com larguras menores podem ser utilizadas em operações práticas, pois a qualidade das soluções encontradas foi aceitável. Por fim, instâncias com baixo aspectratio e baixa heterogeneidade devem ser priorizadas, retornando um melhor aproveitamento de matéria-prima.Universidade Federal de Santa MariaBrasilEngenharia de ProduçãoUFSMPrograma de Pós-Graduação em Engenharia de ProduçãoCentro de TecnologiaNeuenfeldt Júnior, Alvaro Luizhttp://lattes.cnpq.br/9694701078826818Furtado, João CarlosHein, NelsonFrancescatto, Matheus Binotto2022-08-29T11:15:10Z2022-08-29T11:15:10Z2022-08-19info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://repositorio.ufsm.br/handle/1/26010porAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2022-08-29T11:15:11Zoai:repositorio.ufsm.br:1/26010Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2022-08-29T11:15:11Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Restrições práticas do corte bidimensional retangular de chapas metálicas
Rectangular two-dimensional practical constraints in sheet metal cutting
title Restrições práticas do corte bidimensional retangular de chapas metálicas
spellingShingle Restrições práticas do corte bidimensional retangular de chapas metálicas
Francescatto, Matheus Binotto
Corte e empacotamento
Corte bidimensional retangular em faixas
Indústria metalmecânica
Cutting and packing
Two-dimensional strip packing problem
Metalmechanical industry
CNPQ::ENGENHARIAS::ENGENHARIA DE PRODUCAO
title_short Restrições práticas do corte bidimensional retangular de chapas metálicas
title_full Restrições práticas do corte bidimensional retangular de chapas metálicas
title_fullStr Restrições práticas do corte bidimensional retangular de chapas metálicas
title_full_unstemmed Restrições práticas do corte bidimensional retangular de chapas metálicas
title_sort Restrições práticas do corte bidimensional retangular de chapas metálicas
author Francescatto, Matheus Binotto
author_facet Francescatto, Matheus Binotto
author_role author
dc.contributor.none.fl_str_mv Neuenfeldt Júnior, Alvaro Luiz
http://lattes.cnpq.br/9694701078826818
Furtado, João Carlos
Hein, Nelson
dc.contributor.author.fl_str_mv Francescatto, Matheus Binotto
dc.subject.por.fl_str_mv Corte e empacotamento
Corte bidimensional retangular em faixas
Indústria metalmecânica
Cutting and packing
Two-dimensional strip packing problem
Metalmechanical industry
CNPQ::ENGENHARIAS::ENGENHARIA DE PRODUCAO
topic Corte e empacotamento
Corte bidimensional retangular em faixas
Indústria metalmecânica
Cutting and packing
Two-dimensional strip packing problem
Metalmechanical industry
CNPQ::ENGENHARIAS::ENGENHARIA DE PRODUCAO
description This research approaches the two-dimensional rectangular strip packing problem (2DSPP), where the main goal is to pack a determined number of rectangles, without overlap, to minimize the strip height. In the rectangular 2D-SPP, constraints are used to restrict the packing process, satisfying physical and real-life practical conditions which can impact the material cutting. From the 2D-SPP literature, there is a gap related to studies approaching constraints found in real-life scenarios, ensuing in a lack of practical application from the results obtained. The main goal is to determine the impact of the practical constraints found in the plasma cutting of metal sheets, in a raw material waste context. A systematic literature review was conducted, and 223 articles were selected and analyzed. Constraints concerning the rectangular 2D-SPP were classified into seven different groups, and a bibliometric analysis of the rectangular 2DSPP academic literature was developed. Also, a mathematical model from the literature was adapted considering the practical constraints found in the plasma cutting of metal sheets, and the constraints impact in well-known 2D-SPP instances was determined. The best solutions quality was found in scenarios with a low heterogeneity and low aspectratio and the worst solutions quality was found in scenarios with very high aspectratio and low heterogeneity. However, the combination of size and number of rectangles, as well as the strip width, was the main factor impacting the solution quality, hampering the allocation of rectangles in the packing layout and generating empty spaces. In summary, considering the raw material waste context, instances with smaller width should be avoided in practical operations for elevated minimum distance constraint values, returning the worst solutions quality. For low minimum distance constraint values, smaller width instances can be used in practical operations, as the solutions quality found was acceptable. Also, instances with low aspectratio and low heterogeneity should be prioritized, as improved raw material usage was found.
publishDate 2022
dc.date.none.fl_str_mv 2022-08-29T11:15:10Z
2022-08-29T11:15:10Z
2022-08-19
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://repositorio.ufsm.br/handle/1/26010
url http://repositorio.ufsm.br/handle/1/26010
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Engenharia de Produção
UFSM
Programa de Pós-Graduação em Engenharia de Produção
Centro de Tecnologia
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Engenharia de Produção
UFSM
Programa de Pós-Graduação em Engenharia de Produção
Centro de Tecnologia
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com
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