Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro

Detalhes bibliográficos
Ano de defesa: 2015
Autor(a) principal: Moreira, Alisson Neves Harmyans lattes
Orientador(a): Griebeler, Nori Paulo lattes
Banca de defesa: Griebeler, Nori Paulo, Almeida, Rogério de Araújo, Reis, Elton Fialho dos
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Goiás
Programa de Pós-Graduação: Programa de Pós-graduação em Agronomia (EAEA)
Departamento: Escola de Agronomia e Engenharia de Alimentos - EAEA (RG)
País: Brasil
Palavras-chave em Português:
SIG
Palavras-chave em Inglês:
GIS
Área do conhecimento CNPq:
Link de acesso: http://repositorio.bc.ufg.br/tede/handle/tede/4527
Resumo: To ensure the grinding of cane sugar is necessary for the stages of harvest or CCT logistics (Cut, loading and transportation) are efficient, being in constant operation and interaction, as in harvest period, the plants work uninterruptedly. Any delay in delivery will result in production losses and hence increased cost. Estimates suggest that only the CCT is responsible for 30% of the cost of production and 12% are represented by the transport. The sugarcane transport involves several types of costs, including the cost of freight and variable costs (fuel consumption, maintenance and tire wear). Shortest paths are commonly chosen as the best route option, however, some variables such as the types of roads (quality) and fleet (individuals or third parties) are not considered in decision making. Routes measurements are obtained from rudimentary way or are neglected, not being employed methods that demonstrate specific information path. In this work, elaborated a Geographic Information System (GIS) for routing the sugarcane transportation. For construction of the road network database, we used an orbital OLI scene image sensor on board the Landsat 8. To this end, we generated a color composite with the bands 6, 5 and 4 (RGB654), and performed fusion and filtering to enable observation and vectorization of roads and carriers. After the generated file, the vectors were submitted to the Arc-node model, dividing them into segments. Then, the GIS was fed attributes collected in the field and data reported in the literature in order to network classification concerning slope and operational performance, being created impedances and restrictions on the roads, in order that the routing simulated of interest to reliable information. The scenarios were organized based on two criteria: operational performance and is less. It was observed that 96% of the roads have steepness less than 5%, favoring the cultivation and transportation of cane sugar. Moreover, 94% of the roads are classified as tertiary. Despite the higher index roads with low quality, the spatial arrangement of the primary and secondary roads provided that the results were not among the conflicting criteria and in most pathways, the best operating performance criterion time was shorter compared to the shortest distance. Still, it was found that the analyzed transport costs did not differ significantly and traffic on roads with better quality can reduce cost Repair and Maintenance (CRM) significantly. Thus, the study showed that there are two aspects in choosing the best route and that this choice is related to the company's variables.
id UFG_0ecee9cb6895c9745e823e7d3583d840
oai_identifier_str oai:repositorio.bc.ufg.br:tede/4527
network_acronym_str UFG
network_name_str Biblioteca Digital de Teses e Dissertações da UFG
repository_id_str
spelling Griebeler, Nori Paulohttp://lattes.cnpq.br/2953067359172793Griebeler, Nori PauloAlmeida, Rogério de AraújoReis, Elton Fialho doshttp://lattes.cnpq.br/4969432418926436Moreira, Alisson Neves Harmyans2015-05-15T15:19:26Z2015-02-13MOREIRA, A. N. H. Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro. 2015. 61 f. Dissertação (Mestrado em Agronomia) - Universidade Federal de Goiás, Goiânia, 2015.http://repositorio.bc.ufg.br/tede/handle/tede/4527To ensure the grinding of cane sugar is necessary for the stages of harvest or CCT logistics (Cut, loading and transportation) are efficient, being in constant operation and interaction, as in harvest period, the plants work uninterruptedly. Any delay in delivery will result in production losses and hence increased cost. Estimates suggest that only the CCT is responsible for 30% of the cost of production and 12% are represented by the transport. The sugarcane transport involves several types of costs, including the cost of freight and variable costs (fuel consumption, maintenance and tire wear). Shortest paths are commonly chosen as the best route option, however, some variables such as the types of roads (quality) and fleet (individuals or third parties) are not considered in decision making. Routes measurements are obtained from rudimentary way or are neglected, not being employed methods that demonstrate specific information path. In this work, elaborated a Geographic Information System (GIS) for routing the sugarcane transportation. For construction of the road network database, we used an orbital OLI scene image sensor on board the Landsat 8. To this end, we generated a color composite with the bands 6, 5 and 4 (RGB654), and performed fusion and filtering to enable observation and vectorization of roads and carriers. After the generated file, the vectors were submitted to the Arc-node model, dividing them into segments. Then, the GIS was fed attributes collected in the field and data reported in the literature in order to network classification concerning slope and operational performance, being created impedances and restrictions on the roads, in order that the routing simulated of interest to reliable information. The scenarios were organized based on two criteria: operational performance and is less. It was observed that 96% of the roads have steepness less than 5%, favoring the cultivation and transportation of cane sugar. Moreover, 94% of the roads are classified as tertiary. Despite the higher index roads with low quality, the spatial arrangement of the primary and secondary roads provided that the results were not among the conflicting criteria and in most pathways, the best operating performance criterion time was shorter compared to the shortest distance. Still, it was found that the analyzed transport costs did not differ significantly and traffic on roads with better quality can reduce cost Repair and Maintenance (CRM) significantly. Thus, the study showed that there are two aspects in choosing the best route and that this choice is related to the company's variables.Para garantir a moagem da cana-de-açúcar é necessário que as fases da colheita ou a logística CCT (Corte, carregamento e transporte) sejam eficientes, estando em constante operação e interação, pois em período de safra, as usinas trabalham ininterruptamente. Qualquer atraso na entrega ocasionará prejuízos na produção e, consequentemente, aumento do custo. Estimativas apontam que apenas o CCT é responsável por 30% do custo de produção e 12% destes são representados pelo transporte. O transporte canavieiro envolve diversos tipos de custos, entre eles, o custo de frete e os custos variáveis (consumo de combustível, manutenção e desgaste dos pneus). Caminhos mais curtos são comumente escolhidos como a melhor opção de rota, entretanto, algumas variáveis como os tipos de estradas (qualidade) e frotas (particulares ou terceiros) não são considerados na tomada de decisões. As determinações de rotas são obtidas de maneira rudimentar ou são negligenciadas, não sendo empregados métodos que demonstram informações específicas de cada trajeto. Neste trabalho, elaborou-se um Sistema de Informação Geográfica (SIG) para a roteirização do transporte canavieiro. Para construção da base de dados da malha viária, empregou-se uma cena de imagem orbital do sensor OLI, a bordo do satélite Landsat 8. Para esta finalidade foi gerada uma composição colorida com as bandas 6, 5 e 4 (RGB654), sendo realizada fusão e filtragem para possibilitar a observação e vetorização das estradas e carreadores. Após gerado o arquivo, os vetores foram submetidos ao modelo Arco-Nó, dividindo-os em segmentos. Em seguida, o SIG foi alimentado com atributos coletados em campo e dados referenciados na literatura, visando a classificação da rede quanto à declividade e ao desempenho operacional, sendo criadas impedâncias e restrições na rede viária, com o objetivo de que o roteirizador simulasse as rotas de interesse com informações fidedignas. Os cenários foram sistematizados baseados em dois critérios: desempenho operacional e a menor distância. Observou-se que 96% das estradas apresentam declividades inferiores a 5%, o que favorece o cultivo e o transporte da cana-de-açúcar. Por outro lado, 94% das estradas foram classificadas como terciárias. Apesar do maior índice de estradas com baixa qualidade, a disposição espacial das estradas primárias e secundárias proporcionou que os resultados entre os critérios não fossem discrepantes e que na maioria dos percursos, o tempo do critério de melhor desempenho operacional fosse menor comparado ao de menor distância. Ainda, verificou-se que os custos de transporte analisados não diferiram significativamente e o tráfego em estradas com melhor qualidade pode reduzir Custo de Reparo e Manutenção (CRM) de forma expressiva. Assim, o estudo apresentou que existem duas vertentes na escolha da melhor rota e que essa escolha está associada às variáveis da empresa.Submitted by Luciana Ferreira (lucgeral@gmail.com) on 2015-05-15T15:12:22Z No. of bitstreams: 2 Dissertação - Alisson Neves Harmyans Moreira - 2015.pdf: 1546433 bytes, checksum: 590490e9b894eddd80e967413ea2a2c7 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2015-05-15T15:19:25Z (GMT) No. of bitstreams: 2 Dissertação - Alisson Neves Harmyans Moreira - 2015.pdf: 1546433 bytes, checksum: 590490e9b894eddd80e967413ea2a2c7 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5)Made available in DSpace on 2015-05-15T15:19:26Z (GMT). No. of bitstreams: 2 Dissertação - Alisson Neves Harmyans Moreira - 2015.pdf: 1546433 bytes, checksum: 590490e9b894eddd80e967413ea2a2c7 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) Previous issue date: 2015-02-13Conselho Nacional de Pesquisa e Desenvolvimento Científico e Tecnológico - CNPqCoordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfhttp://repositorio.bc.ufg.br/tede/retrieve/19797/Disserta%c3%a7%c3%a3o%20-%20Alisson%20Neves%20Harmyans%20Moreira%20-%202015.pdf.jpgporUniversidade Federal de GoiásPrograma de Pós-graduação em Agronomia (EAEA)UFGBrasilEscola de Agronomia e Engenharia de Alimentos - EAEA (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessLogística de transporteEstradas ruraisSIGTransportation logisticsRural roadsGISAGRONOMIA::CIENCIA DO SOLOGeoprocessamento aplicado ao estudo de roteirização do transporte canavieiroGeoprocessing applied to the routing study the sugarcane transportationinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis8421195611339883816006006006006004500684695727928426-5919840527232375671-25559114369857136592075167498588264571reponame:Biblioteca Digital de Teses e Dissertações da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://repositorio.bc.ufg.br/tede/bitstreams/5474d018-c7f7-4fee-a0a6-d2670c5b1e11/downloadbd3efa91386c1718a7f26a329fdcb468MD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://repositorio.bc.ufg.br/tede/bitstreams/2b52c32b-3b00-4c51-885a-29a6a919c17e/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-822762http://repositorio.bc.ufg.br/tede/bitstreams/dfd6a254-c74d-4bc6-9548-06681842ff83/downloadfda13080e892f3f68def2b8b70227968MD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-823148http://repositorio.bc.ufg.br/tede/bitstreams/3cdf9b50-0e56-4a0b-9bed-258890e01acb/download9da0b6dfac957114c6a7714714b86306MD54ORIGINALDissertação - Alisson Neves Harmyans Moreira - 2015.pdfDissertação - Alisson Neves Harmyans Moreira - 2015.pdfapplication/pdf1546433http://repositorio.bc.ufg.br/tede/bitstreams/ddd330f8-4d32-4e25-b61c-f615ae41ef49/download590490e9b894eddd80e967413ea2a2c7MD55TEXTDissertação - Alisson Neves Harmyans Moreira - 2015.pdf.txtDissertação - Alisson Neves Harmyans Moreira - 2015.pdf.txtExtracted Texttext/plain98342http://repositorio.bc.ufg.br/tede/bitstreams/22fbffa7-8def-4bc1-9c68-5d547d6b286d/downloadc899d3f513c4651af1338943c5956135MD56THUMBNAILDissertação - Alisson Neves Harmyans Moreira - 2015.pdf.jpgDissertação - Alisson Neves Harmyans Moreira - 2015.pdf.jpgGenerated Thumbnailimage/jpeg1943http://repositorio.bc.ufg.br/tede/bitstreams/b653d666-14c6-46e7-a6d2-8b79052170d7/downloadcc73c4c239a4c332d642ba1e7c7a9fb2MD57tede/45272015-05-16 03:01:58.804http://creativecommons.org/licenses/by-nc-nd/4.0/Acesso Abertoopen.accessoai:repositorio.bc.ufg.br:tede/4527http://repositorio.bc.ufg.br/tedeBiblioteca Digital de Teses e Dissertaçõeshttp://repositorio.bc.ufg.br/PUBhttps://repositorio.bc.ufg.br/tede_oai/requesttesesdissertacoes.bc@ufg.br ||tesesdissertacoes.bc@ufg.bropendoar:32082015-05-16T06:01:58Biblioteca Digital de Teses e Dissertações da UFG - Universidade Federal de Goiás (UFG)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
dc.title.por.fl_str_mv Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro
dc.title.alternative.eng.fl_str_mv Geoprocessing applied to the routing study the sugarcane transportation
title Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro
spellingShingle Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro
Moreira, Alisson Neves Harmyans
Logística de transporte
Estradas rurais
SIG
Transportation logistics
Rural roads
GIS
AGRONOMIA::CIENCIA DO SOLO
title_short Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro
title_full Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro
title_fullStr Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro
title_full_unstemmed Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro
title_sort Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro
author Moreira, Alisson Neves Harmyans
author_facet Moreira, Alisson Neves Harmyans
author_role author
dc.contributor.advisor1.fl_str_mv Griebeler, Nori Paulo
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/2953067359172793
dc.contributor.referee1.fl_str_mv Griebeler, Nori Paulo
dc.contributor.referee2.fl_str_mv Almeida, Rogério de Araújo
dc.contributor.referee3.fl_str_mv Reis, Elton Fialho dos
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/4969432418926436
dc.contributor.author.fl_str_mv Moreira, Alisson Neves Harmyans
contributor_str_mv Griebeler, Nori Paulo
Griebeler, Nori Paulo
Almeida, Rogério de Araújo
Reis, Elton Fialho dos
dc.subject.por.fl_str_mv Logística de transporte
Estradas rurais
SIG
topic Logística de transporte
Estradas rurais
SIG
Transportation logistics
Rural roads
GIS
AGRONOMIA::CIENCIA DO SOLO
dc.subject.eng.fl_str_mv Transportation logistics
Rural roads
GIS
dc.subject.cnpq.fl_str_mv AGRONOMIA::CIENCIA DO SOLO
description To ensure the grinding of cane sugar is necessary for the stages of harvest or CCT logistics (Cut, loading and transportation) are efficient, being in constant operation and interaction, as in harvest period, the plants work uninterruptedly. Any delay in delivery will result in production losses and hence increased cost. Estimates suggest that only the CCT is responsible for 30% of the cost of production and 12% are represented by the transport. The sugarcane transport involves several types of costs, including the cost of freight and variable costs (fuel consumption, maintenance and tire wear). Shortest paths are commonly chosen as the best route option, however, some variables such as the types of roads (quality) and fleet (individuals or third parties) are not considered in decision making. Routes measurements are obtained from rudimentary way or are neglected, not being employed methods that demonstrate specific information path. In this work, elaborated a Geographic Information System (GIS) for routing the sugarcane transportation. For construction of the road network database, we used an orbital OLI scene image sensor on board the Landsat 8. To this end, we generated a color composite with the bands 6, 5 and 4 (RGB654), and performed fusion and filtering to enable observation and vectorization of roads and carriers. After the generated file, the vectors were submitted to the Arc-node model, dividing them into segments. Then, the GIS was fed attributes collected in the field and data reported in the literature in order to network classification concerning slope and operational performance, being created impedances and restrictions on the roads, in order that the routing simulated of interest to reliable information. The scenarios were organized based on two criteria: operational performance and is less. It was observed that 96% of the roads have steepness less than 5%, favoring the cultivation and transportation of cane sugar. Moreover, 94% of the roads are classified as tertiary. Despite the higher index roads with low quality, the spatial arrangement of the primary and secondary roads provided that the results were not among the conflicting criteria and in most pathways, the best operating performance criterion time was shorter compared to the shortest distance. Still, it was found that the analyzed transport costs did not differ significantly and traffic on roads with better quality can reduce cost Repair and Maintenance (CRM) significantly. Thus, the study showed that there are two aspects in choosing the best route and that this choice is related to the company's variables.
publishDate 2015
dc.date.accessioned.fl_str_mv 2015-05-15T15:19:26Z
dc.date.issued.fl_str_mv 2015-02-13
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.citation.fl_str_mv MOREIRA, A. N. H. Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro. 2015. 61 f. Dissertação (Mestrado em Agronomia) - Universidade Federal de Goiás, Goiânia, 2015.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/4527
identifier_str_mv MOREIRA, A. N. H. Geoprocessamento aplicado ao estudo de roteirização do transporte canavieiro. 2015. 61 f. Dissertação (Mestrado em Agronomia) - Universidade Federal de Goiás, Goiânia, 2015.
url http://repositorio.bc.ufg.br/tede/handle/tede/4527
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv 842119561133988381
dc.relation.confidence.fl_str_mv 600
600
600
600
600
dc.relation.department.fl_str_mv 4500684695727928426
dc.relation.cnpq.fl_str_mv -5919840527232375671
dc.relation.sponsorship.fl_str_mv -2555911436985713659
2075167498588264571
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv 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 Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Agronomia (EAEA)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Agronomia e Engenharia de Alimentos - EAEA (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UFG
instname:Universidade Federal de Goiás (UFG)
instacron:UFG
instname_str Universidade Federal de Goiás (UFG)
instacron_str UFG
institution UFG
reponame_str Biblioteca Digital de Teses e Dissertações da UFG
collection Biblioteca Digital de Teses e Dissertações da UFG
bitstream.url.fl_str_mv http://repositorio.bc.ufg.br/tede/bitstreams/5474d018-c7f7-4fee-a0a6-d2670c5b1e11/download
http://repositorio.bc.ufg.br/tede/bitstreams/2b52c32b-3b00-4c51-885a-29a6a919c17e/download
http://repositorio.bc.ufg.br/tede/bitstreams/dfd6a254-c74d-4bc6-9548-06681842ff83/download
http://repositorio.bc.ufg.br/tede/bitstreams/3cdf9b50-0e56-4a0b-9bed-258890e01acb/download
http://repositorio.bc.ufg.br/tede/bitstreams/ddd330f8-4d32-4e25-b61c-f615ae41ef49/download
http://repositorio.bc.ufg.br/tede/bitstreams/22fbffa7-8def-4bc1-9c68-5d547d6b286d/download
http://repositorio.bc.ufg.br/tede/bitstreams/b653d666-14c6-46e7-a6d2-8b79052170d7/download
bitstream.checksum.fl_str_mv bd3efa91386c1718a7f26a329fdcb468
4afdbb8c545fd630ea7db775da747b2f
fda13080e892f3f68def2b8b70227968
9da0b6dfac957114c6a7714714b86306
590490e9b894eddd80e967413ea2a2c7
c899d3f513c4651af1338943c5956135
cc73c4c239a4c332d642ba1e7c7a9fb2
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da UFG - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv tesesdissertacoes.bc@ufg.br ||tesesdissertacoes.bc@ufg.br
_version_ 1797047652132585472