MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTS
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1590/1809-4430-Eng.Agric.v35n6p1079-1092/2015 http://hdl.handle.net/11449/161331 |
Resumo: | Statistical process control in mechanized farming is a new way to assess operation quality. In this sense, we aimed to compare three statistical process control tools applied to losses in sugarcane mechanical harvesting to determine the best control chart template for this quality indicator. Losses were daily monitored in farms located within Triangulo Mineiro region, in Minas Gerais state, Brazil. They were carried over a period of 70 days in the 2014 harvest. At the end of the evaluation period, 194 samples were collected in total for each type of loss. The control charts used were individual values chart, moving average and exponentially weighted moving average. The quality indicators assessed during sugarcane harvest were the following loss types: full grinding wheel, stumps, fixed piece, whole cane, chips, loose piece and total losses. The control chart of individual values is the best option for monitoring losses in sugarcane mechanical harvesting, as it is of easier result interpretation, in comparison to the others. |
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MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTSqualityagricultural mechanizationmoving averageEWMAStatistical process control in mechanized farming is a new way to assess operation quality. In this sense, we aimed to compare three statistical process control tools applied to losses in sugarcane mechanical harvesting to determine the best control chart template for this quality indicator. Losses were daily monitored in farms located within Triangulo Mineiro region, in Minas Gerais state, Brazil. They were carried over a period of 70 days in the 2014 harvest. At the end of the evaluation period, 194 samples were collected in total for each type of loss. The control charts used were individual values chart, moving average and exponentially weighted moving average. The quality indicators assessed during sugarcane harvest were the following loss types: full grinding wheel, stumps, fixed piece, whole cane, chips, loose piece and total losses. The control chart of individual values is the best option for monitoring losses in sugarcane mechanical harvesting, as it is of easier result interpretation, in comparison to the others.Univ Estadual Paulista, Agron, Jaboticabal, SP, BrazilUniv Estadual Paulista, Dept Engn Rural, Jaboticabal, SP, BrazilUniv Estadual Paulista, Jaboticabal, SP, BrazilCtr Univ Moura Lacerda, Jaboticabal, SP, BrazilUniv Estadual Paulista, Agron, Jaboticabal, SP, BrazilUniv Estadual Paulista, Dept Engn Rural, Jaboticabal, SP, BrazilUniv Estadual Paulista, Jaboticabal, SP, BrazilSoc Brasil Engenharia AgricolaUniversidade Estadual Paulista (Unesp)Ctr Univ Moura LacerdaVoltarelli, Murilo A. [UNESP]Silva, Rouverson P. da [UNESP]Zerbato, Cristiano [UNESP]Paixao, Carla S. S.Tavares, Tiago de O. [UNESP]2018-11-26T16:28:05Z2018-11-26T16:28:05Z2015-11-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article1079-1092application/pdfhttp://dx.doi.org/10.1590/1809-4430-Eng.Agric.v35n6p1079-1092/2015Engenharia Agricola. Jaboticabal: Soc Brasil Engenharia Agricola, v. 35, n. 6, p. 1079-1092, 2015.0100-6916http://hdl.handle.net/11449/16133110.1590/1809-4430-Eng.Agric.v35n6p1079-1092/2015S0100-69162015000601079WOS:000372361100011S0100-69162015000601079.pdfWeb of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengEngenharia Agricola0,305info:eu-repo/semantics/openAccess2023-11-12T06:11:27Zoai:repositorio.unesp.br:11449/161331Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-11-12T06:11:27Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTS |
title |
MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTS |
spellingShingle |
MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTS Voltarelli, Murilo A. [UNESP] quality agricultural mechanization moving average EWMA |
title_short |
MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTS |
title_full |
MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTS |
title_fullStr |
MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTS |
title_full_unstemmed |
MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTS |
title_sort |
MONITORING OF MECHANICAL SUGARCANE HARVESTING THROUGH CONTROL CHARTS |
author |
Voltarelli, Murilo A. [UNESP] |
author_facet |
Voltarelli, Murilo A. [UNESP] Silva, Rouverson P. da [UNESP] Zerbato, Cristiano [UNESP] Paixao, Carla S. S. Tavares, Tiago de O. [UNESP] |
author_role |
author |
author2 |
Silva, Rouverson P. da [UNESP] Zerbato, Cristiano [UNESP] Paixao, Carla S. S. Tavares, Tiago de O. [UNESP] |
author2_role |
author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) Ctr Univ Moura Lacerda |
dc.contributor.author.fl_str_mv |
Voltarelli, Murilo A. [UNESP] Silva, Rouverson P. da [UNESP] Zerbato, Cristiano [UNESP] Paixao, Carla S. S. Tavares, Tiago de O. [UNESP] |
dc.subject.por.fl_str_mv |
quality agricultural mechanization moving average EWMA |
topic |
quality agricultural mechanization moving average EWMA |
description |
Statistical process control in mechanized farming is a new way to assess operation quality. In this sense, we aimed to compare three statistical process control tools applied to losses in sugarcane mechanical harvesting to determine the best control chart template for this quality indicator. Losses were daily monitored in farms located within Triangulo Mineiro region, in Minas Gerais state, Brazil. They were carried over a period of 70 days in the 2014 harvest. At the end of the evaluation period, 194 samples were collected in total for each type of loss. The control charts used were individual values chart, moving average and exponentially weighted moving average. The quality indicators assessed during sugarcane harvest were the following loss types: full grinding wheel, stumps, fixed piece, whole cane, chips, loose piece and total losses. The control chart of individual values is the best option for monitoring losses in sugarcane mechanical harvesting, as it is of easier result interpretation, in comparison to the others. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015-11-01 2018-11-26T16:28:05Z 2018-11-26T16:28:05Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1590/1809-4430-Eng.Agric.v35n6p1079-1092/2015 Engenharia Agricola. Jaboticabal: Soc Brasil Engenharia Agricola, v. 35, n. 6, p. 1079-1092, 2015. 0100-6916 http://hdl.handle.net/11449/161331 10.1590/1809-4430-Eng.Agric.v35n6p1079-1092/2015 S0100-69162015000601079 WOS:000372361100011 S0100-69162015000601079.pdf |
url |
http://dx.doi.org/10.1590/1809-4430-Eng.Agric.v35n6p1079-1092/2015 http://hdl.handle.net/11449/161331 |
identifier_str_mv |
Engenharia Agricola. Jaboticabal: Soc Brasil Engenharia Agricola, v. 35, n. 6, p. 1079-1092, 2015. 0100-6916 10.1590/1809-4430-Eng.Agric.v35n6p1079-1092/2015 S0100-69162015000601079 WOS:000372361100011 S0100-69162015000601079.pdf |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Engenharia Agricola 0,305 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
1079-1092 application/pdf |
dc.publisher.none.fl_str_mv |
Soc Brasil Engenharia Agricola |
publisher.none.fl_str_mv |
Soc Brasil Engenharia Agricola |
dc.source.none.fl_str_mv |
Web of Science 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 |
|
_version_ |
1799964907867734016 |