Route optimization in mechanized sugarcane harvesting
Main Author: | |
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Publication Date: | 2017 |
Other Authors: | , |
Format: | Other |
Language: | eng |
Source: | Repositório Institucional da UNESP |
Download full: | http://dx.doi.org/10.1016/j.compag.2017.07.013 http://hdl.handle.net/11449/169972 |
Summary: | Sugarcane cultivation is important for the economy of many countries, particularly for Brazil. This plant has been used to produce sugar, ethanol, second generation ethanol, fertilizers, as well as bioelectricity. Due to production growth and the establishment of mechanized sugarcane harvesting, this process needs to be optimized. High costs are linked to mechanized harvesting, which affect the total cost of production. One of the costs of harvesting is related to the long time the sugarcane harvesting machine takes to change the crop row to be cut. To help reduce costs, this work proposes a mathematical model to the Route Planning Problem for Mechanized Harvesting. This mathematical model minimizes the time of maneuvering the harvesting machine and, consequently, reduces fuel and labor costs, among others. Computer tests were performed using data supplied by a company from the sugarcane energy sector located in the state of São Paulo, Brazil. The results were compared to the traditional routes used by the company and proved the efficiency of the mathematical model in supplying solutions that minimize the time of harvesting machine maneuvers. Not only are there economic benefits, but also environmental ones that can be obtained. |
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Route optimization in mechanized sugarcane harvestingHarvest routeHarvesting machineMathematical modelMechanizationSugarcaneSugarcane cultivation is important for the economy of many countries, particularly for Brazil. This plant has been used to produce sugar, ethanol, second generation ethanol, fertilizers, as well as bioelectricity. Due to production growth and the establishment of mechanized sugarcane harvesting, this process needs to be optimized. High costs are linked to mechanized harvesting, which affect the total cost of production. One of the costs of harvesting is related to the long time the sugarcane harvesting machine takes to change the crop row to be cut. To help reduce costs, this work proposes a mathematical model to the Route Planning Problem for Mechanized Harvesting. This mathematical model minimizes the time of maneuvering the harvesting machine and, consequently, reduces fuel and labor costs, among others. Computer tests were performed using data supplied by a company from the sugarcane energy sector located in the state of São Paulo, Brazil. The results were compared to the traditional routes used by the company and proved the efficiency of the mathematical model in supplying solutions that minimize the time of harvesting machine maneuvers. Not only are there economic benefits, but also environmental ones that can be obtained.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Universidade Estadual Paulista (UNESP) Faculdade de Engenharia, Av. Eng. Luiz Edmundo C. Coube, 14-01Universidade Estadual Paulista (UNESP) Faculdade de Ciências, Av. Eng. Luiz Edmundo C. Coube, 14-01Universidade Estadual Paulista (UNESP) Faculdade de Engenharia, Av. Eng. Luiz Edmundo C. Coube, 14-01Universidade Estadual Paulista (UNESP) Faculdade de Ciências, Av. Eng. Luiz Edmundo C. Coube, 14-01FAPESP: 2015/03066-8Universidade Estadual Paulista (Unesp)Santoro, E. [UNESP]Soler, E. M. [UNESP]Cherri, A. C. [UNESP]2018-12-11T16:48:32Z2018-12-11T16:48:32Z2017-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/other140-146application/pdfhttp://dx.doi.org/10.1016/j.compag.2017.07.013Computers and Electronics in Agriculture, v. 141, p. 140-146.0168-1699http://hdl.handle.net/11449/16997210.1016/j.compag.2017.07.0132-s2.0-850263884812-s2.0-85026388481.pdf1965031529508280000-0002-7615-5768Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengComputers and Electronics in Agriculture0,814info:eu-repo/semantics/openAccess2023-11-10T06:11:24Zoai:repositorio.unesp.br:11449/169972Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462023-11-10T06:11:24Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Route optimization in mechanized sugarcane harvesting |
title |
Route optimization in mechanized sugarcane harvesting |
spellingShingle |
Route optimization in mechanized sugarcane harvesting Santoro, E. [UNESP] Harvest route Harvesting machine Mathematical model Mechanization Sugarcane |
title_short |
Route optimization in mechanized sugarcane harvesting |
title_full |
Route optimization in mechanized sugarcane harvesting |
title_fullStr |
Route optimization in mechanized sugarcane harvesting |
title_full_unstemmed |
Route optimization in mechanized sugarcane harvesting |
title_sort |
Route optimization in mechanized sugarcane harvesting |
author |
Santoro, E. [UNESP] |
author_facet |
Santoro, E. [UNESP] Soler, E. M. [UNESP] Cherri, A. C. [UNESP] |
author_role |
author |
author2 |
Soler, E. M. [UNESP] Cherri, A. C. [UNESP] |
author2_role |
author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
Santoro, E. [UNESP] Soler, E. M. [UNESP] Cherri, A. C. [UNESP] |
dc.subject.por.fl_str_mv |
Harvest route Harvesting machine Mathematical model Mechanization Sugarcane |
topic |
Harvest route Harvesting machine Mathematical model Mechanization Sugarcane |
description |
Sugarcane cultivation is important for the economy of many countries, particularly for Brazil. This plant has been used to produce sugar, ethanol, second generation ethanol, fertilizers, as well as bioelectricity. Due to production growth and the establishment of mechanized sugarcane harvesting, this process needs to be optimized. High costs are linked to mechanized harvesting, which affect the total cost of production. One of the costs of harvesting is related to the long time the sugarcane harvesting machine takes to change the crop row to be cut. To help reduce costs, this work proposes a mathematical model to the Route Planning Problem for Mechanized Harvesting. This mathematical model minimizes the time of maneuvering the harvesting machine and, consequently, reduces fuel and labor costs, among others. Computer tests were performed using data supplied by a company from the sugarcane energy sector located in the state of São Paulo, Brazil. The results were compared to the traditional routes used by the company and proved the efficiency of the mathematical model in supplying solutions that minimize the time of harvesting machine maneuvers. Not only are there economic benefits, but also environmental ones that can be obtained. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017-09-01 2018-12-11T16:48:32Z 2018-12-11T16:48:32Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/other |
format |
other |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1016/j.compag.2017.07.013 Computers and Electronics in Agriculture, v. 141, p. 140-146. 0168-1699 http://hdl.handle.net/11449/169972 10.1016/j.compag.2017.07.013 2-s2.0-85026388481 2-s2.0-85026388481.pdf 196503152950828 0000-0002-7615-5768 |
url |
http://dx.doi.org/10.1016/j.compag.2017.07.013 http://hdl.handle.net/11449/169972 |
identifier_str_mv |
Computers and Electronics in Agriculture, v. 141, p. 140-146. 0168-1699 10.1016/j.compag.2017.07.013 2-s2.0-85026388481 2-s2.0-85026388481.pdf 196503152950828 0000-0002-7615-5768 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Computers and Electronics in Agriculture 0,814 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
140-146 application/pdf |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
repositoriounesp@unesp.br |
_version_ |
1834484278957703168 |