Monitoring shrimp growth with control charts in aquaculture
Descripción del Articulo
The data used in this work was provided by the Ecosac fish farm. The authors wish to express their appreciation for this and for all the support throughout the investigation, especially to the production engineer Grover Cedillo. This research has received financial support from the government of Per...
| Autores: | , |
|---|---|
| Formato: | artículo |
| Fecha de Publicación: | 2021 |
| Institución: | Consejo Nacional de Ciencia Tecnología e Innovación |
| Repositorio: | CONCYTEC-Institucional |
| Lenguaje: | inglés |
| OAI Identifier: | oai:repositorio.concytec.gob.pe:20.500.12390/2937 |
| Enlace del recurso: | https://hdl.handle.net/20.500.12390/2937 https://doi.org/10.1016/j.aquaeng.2021.102180 |
| Nivel de acceso: | acceso abierto |
| Materia: | Statistical process control Aquaculture Control charts Fish farm Shrimp growth https://purl.org/pe-repo/ocde/ford#4.02.02 |
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CONC_5ae7e4216bcd0aaaf51814a5ea13cd38 |
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CONCYTEC-Institucional |
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| dc.title.none.fl_str_mv |
Monitoring shrimp growth with control charts in aquaculture |
| title |
Monitoring shrimp growth with control charts in aquaculture |
| spellingShingle |
Monitoring shrimp growth with control charts in aquaculture Sanchez, Ismael Statistical process control Aquaculture Aquaculture Control charts Fish farm Shrimp growth https://purl.org/pe-repo/ocde/ford#4.02.02 |
| title_short |
Monitoring shrimp growth with control charts in aquaculture |
| title_full |
Monitoring shrimp growth with control charts in aquaculture |
| title_fullStr |
Monitoring shrimp growth with control charts in aquaculture |
| title_full_unstemmed |
Monitoring shrimp growth with control charts in aquaculture |
| title_sort |
Monitoring shrimp growth with control charts in aquaculture |
| author |
Sanchez, Ismael |
| author_facet |
Sanchez, Ismael Gonzalez, Isabel |
| author_role |
author |
| author2 |
Gonzalez, Isabel |
| author2_role |
author |
| dc.contributor.author.fl_str_mv |
Sanchez, Ismael Gonzalez, Isabel |
| dc.subject.none.fl_str_mv |
Statistical process control |
| topic |
Statistical process control Aquaculture Aquaculture Control charts Fish farm Shrimp growth https://purl.org/pe-repo/ocde/ford#4.02.02 |
| dc.subject.es_PE.fl_str_mv |
Aquaculture Aquaculture Control charts Fish farm Shrimp growth |
| dc.subject.ocde.none.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#4.02.02 |
| description |
The data used in this work was provided by the Ecosac fish farm. The authors wish to express their appreciation for this and for all the support throughout the investigation, especially to the production engineer Grover Cedillo. This research has received financial support from the government of Peru, under contract 49-2018 of the project Proyecto de Mejoramiento y Ampliacion de los Servicios del Sistema Nacional de Ciencia, Tecnologia e Innovacion Tecnologica 8682PE, of the CON-CYTEC/FONDECYT/World Bank Group. |
| publishDate |
2021 |
| dc.date.accessioned.none.fl_str_mv |
2024-05-30T23:13:38Z |
| dc.date.available.none.fl_str_mv |
2024-05-30T23:13:38Z |
| dc.date.issued.fl_str_mv |
2021 |
| dc.type.none.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12390/2937 |
| dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.1016/j.aquaeng.2021.102180 |
| url |
https://hdl.handle.net/20.500.12390/2937 https://doi.org/10.1016/j.aquaeng.2021.102180 |
| dc.language.iso.none.fl_str_mv |
eng |
| language |
eng |
| dc.relation.ispartof.none.fl_str_mv |
AQUACULTURAL ENGINEERING |
| dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
| eu_rights_str_mv |
openAccess |
| dc.publisher.none.fl_str_mv |
Elsevier Ltd |
| publisher.none.fl_str_mv |
Elsevier Ltd |
| dc.source.none.fl_str_mv |
reponame:CONCYTEC-Institucional instname:Consejo Nacional de Ciencia Tecnología e Innovación instacron:CONCYTEC |
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Consejo Nacional de Ciencia Tecnología e Innovación |
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CONCYTEC |
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CONCYTEC |
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CONCYTEC-Institucional |
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CONCYTEC-Institucional |
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Repositorio Institucional CONCYTEC |
| repository.mail.fl_str_mv |
repositorio@concytec.gob.pe |
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1844883067139784704 |
| spelling |
Publicationrp07608600rp08253600Sanchez, IsmaelGonzalez, Isabel2024-05-30T23:13:38Z2024-05-30T23:13:38Z2021https://hdl.handle.net/20.500.12390/2937https://doi.org/10.1016/j.aquaeng.2021.102180The data used in this work was provided by the Ecosac fish farm. The authors wish to express their appreciation for this and for all the support throughout the investigation, especially to the production engineer Grover Cedillo. This research has received financial support from the government of Peru, under contract 49-2018 of the project Proyecto de Mejoramiento y Ampliacion de los Servicios del Sistema Nacional de Ciencia, Tecnologia e Innovacion Tecnologica 8682PE, of the CON-CYTEC/FONDECYT/World Bank Group.This work proposes a method for the statistical monitoring of the weekly weight of shrimp in a fish farm. The design of control charts for shrimp growth presents several challenges, the main ones being the presence of trend and autocorrelation. Several control charts are proposed, the most efficient being a chart based on the residuals of a second order autoregression whose parameters vary with the week. A control chart with less computational complexity is also provided. It is simply based on growth rates and works well at detecting negative weight changes. Real data from a large shrimp farm has been used for both the design and the evaluation.Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica - ConcytecengElsevier LtdAQUACULTURAL ENGINEERINGinfo:eu-repo/semantics/openAccessStatistical process controlAquaculture-1Aquaculture-1Control charts-1Fish farm-1Shrimp growth-1https://purl.org/pe-repo/ocde/ford#4.02.02-1Monitoring shrimp growth with control charts in aquacultureinfo:eu-repo/semantics/articlereponame:CONCYTEC-Institucionalinstname:Consejo Nacional de Ciencia Tecnología e Innovacióninstacron:CONCYTEC20.500.12390/2937oai:repositorio.concytec.gob.pe:20.500.12390/29372024-05-30 16:12:17.467http://purl.org/coar/access_right/c_14cbinfo:eu-repo/semantics/closedAccessmetadata only accesshttps://repositorio.concytec.gob.peRepositorio Institucional CONCYTECrepositorio@concytec.gob.pe#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#<Publication xmlns="https://www.openaire.eu/cerif-profile/1.1/" id="26a1b5f7-5044-46cc-bed0-b434e396deeb"> <Type xmlns="https://www.openaire.eu/cerif-profile/vocab/COAR_Publication_Types">http://purl.org/coar/resource_type/c_1843</Type> <Language>eng</Language> <Title>Monitoring shrimp growth with control charts in aquaculture</Title> <PublishedIn> <Publication> <Title>AQUACULTURAL ENGINEERING</Title> </Publication> </PublishedIn> <PublicationDate>2021</PublicationDate> <DOI>https://doi.org/10.1016/j.aquaeng.2021.102180</DOI> <Authors> <Author> <DisplayName>Sanchez, Ismael</DisplayName> <Person id="rp07608" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Gonzalez, Isabel</DisplayName> <Person id="rp08253" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> </Authors> <Editors> </Editors> <Publishers> <Publisher> <DisplayName>Elsevier Ltd</DisplayName> <OrgUnit /> </Publisher> </Publishers> <Keyword>Statistical process control</Keyword> <Keyword>Aquaculture</Keyword> <Keyword>Aquaculture</Keyword> <Keyword>Control charts</Keyword> <Keyword>Fish farm</Keyword> <Keyword>Shrimp growth</Keyword> <Abstract>This work proposes a method for the statistical monitoring of the weekly weight of shrimp in a fish farm. The design of control charts for shrimp growth presents several challenges, the main ones being the presence of trend and autocorrelation. Several control charts are proposed, the most efficient being a chart based on the residuals of a second order autoregression whose parameters vary with the week. A control chart with less computational complexity is also provided. It is simply based on growth rates and works well at detecting negative weight changes. Real data from a large shrimp farm has been used for both the design and the evaluation.</Abstract> <Access xmlns="http://purl.org/coar/access_right" > </Access> </Publication> -1 |
| score |
13.361153 |
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
