Evaluation of a dynamic simulation model for milk production systems

Detalhes bibliográficos
Autor(a) principal: Cunha, Daniel de Noronha Figueiredo Vieira da
Data de Publicação: 2008
Outros Autores: Pereira, José Carlos, Campos, Oriel Fajardo de, Braga, José Luis, Silva, Fabyano Fonseca e, Martuscello, Janaina Azevedo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: LOCUS Repositório Institucional da UFV
Texto Completo: http://dx.doi.org/10.1590/S1516-35982010000400027
http://www.locus.ufv.br/handle/123456789/15029
Resumo: The objective of this study was to develop and to evaluate a dynamic simulation model, with stochastic components in order to assess milk production systems. The simulation model was developed by using STELLA 9.0, ZooCalc 1.0 and electronic data sheets. The physical structure of the herd was divided into 15 interlinked modules that represented categories or subdivisions of categories. Mathematical models obtained from the literature were used to simulate the body weight of growing and lactating animals and milk production and milk composition. Electronic data sheets were used to calculate the nutritional requirements and dietary balance. After cost minimization, each feed was evaluated by using ZooCalc 1.0. Some average responses of farm size, zootechnical and economic index, the change in the area used for com silage production, the calving interval and age at first insemination were obtained to evaluate whether the simulation model was working consistently with the expected. To assess the capacity of the model to gene rate simulated values that approach reality, the degree of linear association was measured between the values generated by the model and the values observed in practice. Sensitivity analyses showed that the values produced by the simulation model were in agreement with the expected results, in response to changes in the area of com crop used for com silage production, the calving interval and the age at first insemination. There was correlation between the values generated by the simulation model and the values observed in practice and the degree of linear association for the variables could be considered high.
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spelling Evaluation of a dynamic simulation model for milk production systemsDairy cattleModelingThe objective of this study was to develop and to evaluate a dynamic simulation model, with stochastic components in order to assess milk production systems. The simulation model was developed by using STELLA 9.0, ZooCalc 1.0 and electronic data sheets. The physical structure of the herd was divided into 15 interlinked modules that represented categories or subdivisions of categories. Mathematical models obtained from the literature were used to simulate the body weight of growing and lactating animals and milk production and milk composition. Electronic data sheets were used to calculate the nutritional requirements and dietary balance. After cost minimization, each feed was evaluated by using ZooCalc 1.0. Some average responses of farm size, zootechnical and economic index, the change in the area used for com silage production, the calving interval and age at first insemination were obtained to evaluate whether the simulation model was working consistently with the expected. To assess the capacity of the model to gene rate simulated values that approach reality, the degree of linear association was measured between the values generated by the model and the values observed in practice. Sensitivity analyses showed that the values produced by the simulation model were in agreement with the expected results, in response to changes in the area of com crop used for com silage production, the calving interval and the age at first insemination. There was correlation between the values generated by the simulation model and the values observed in practice and the degree of linear association for the variables could be considered high.Objetivou-se desenvolver e avaliar um modelo dinâmico de simulação com componentes estocásticos para avaliação de sistemas de produção de leite. O modelo de simulação foi desenvolvido utilizando-se os programas STELLA 9.0, ZooCalc 1.0 e planilhas eletrónicas. A estrutura física do rebanho foi dividida em 15 módulos interligados, que representam categorias ou subdivisões de categorias. Para simulação do peso corporal dos animals em crescimento e em lactação, assim como da produção e composição do leite, foram utilizados modelos matemáticos obtidos na literatura e, para cálculo de exigências nutricionais e balanceamento das dietas dos animals, planilhas eletrónicas. Após a redução do custo, cada ração foi avaliada pelo programa ZooCalc 1.0. Para avaliar se o modelo de simulação estaria funcionando de forma coerente com o esperado, foram obtidas as respostas médias de alguns indicadores de tamanho, de indicadores zootécnicos e económicos e a variação da área utilizada para produção de milho para silagem, do intervalo de partos e da idade à primeira inseminação. Para avaliar a capacidade do modelo em gerar valores simulados que se aproximem da realidade, foi medido o grau de associação linear entre os valores gerados pelo modelo e observados em situação prática. As análises de sensibilidade comprovaram que os valores produzidos pelo modelo de simulação se comportam de acordo com o esperado, em resposta às variações da área utilizada para produção de milho para silagem, do intervalo de partos e da idade à primeira inseminação. Existe correlação entre os valores gerados pelo modelo de simulação e os observados na prática, e o grau de associação linear pode ser considerado elevado.Revista Brasileira de Zootecnia2017-12-14T10:40:59Z2017-12-14T10:40:59Z2008-11-06info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlepdfapplication/pdf1806-9290http://dx.doi.org/10.1590/S1516-35982010000400027http://www.locus.ufv.br/handle/123456789/15029engvol. 39, n. 4, p. 903-912, April 2010Cunha, Daniel de Noronha Figueiredo Vieira daPereira, José CarlosCampos, Oriel Fajardo deBraga, José LuisSilva, Fabyano Fonseca eMartuscello, Janaina Azevedoinfo:eu-repo/semantics/openAccessreponame:LOCUS Repositório Institucional da UFVinstname:Universidade Federal de Viçosa (UFV)instacron:UFV2024-07-12T08:05:29Zoai:locus.ufv.br:123456789/15029Repositório InstitucionalPUBhttps://www.locus.ufv.br/oai/requestfabiojreis@ufv.bropendoar:21452024-07-12T08:05:29LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)false
dc.title.none.fl_str_mv Evaluation of a dynamic simulation model for milk production systems
title Evaluation of a dynamic simulation model for milk production systems
spellingShingle Evaluation of a dynamic simulation model for milk production systems
Cunha, Daniel de Noronha Figueiredo Vieira da
Dairy cattle
Modeling
title_short Evaluation of a dynamic simulation model for milk production systems
title_full Evaluation of a dynamic simulation model for milk production systems
title_fullStr Evaluation of a dynamic simulation model for milk production systems
title_full_unstemmed Evaluation of a dynamic simulation model for milk production systems
title_sort Evaluation of a dynamic simulation model for milk production systems
author Cunha, Daniel de Noronha Figueiredo Vieira da
author_facet Cunha, Daniel de Noronha Figueiredo Vieira da
Pereira, José Carlos
Campos, Oriel Fajardo de
Braga, José Luis
Silva, Fabyano Fonseca e
Martuscello, Janaina Azevedo
author_role author
author2 Pereira, José Carlos
Campos, Oriel Fajardo de
Braga, José Luis
Silva, Fabyano Fonseca e
Martuscello, Janaina Azevedo
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Cunha, Daniel de Noronha Figueiredo Vieira da
Pereira, José Carlos
Campos, Oriel Fajardo de
Braga, José Luis
Silva, Fabyano Fonseca e
Martuscello, Janaina Azevedo
dc.subject.por.fl_str_mv Dairy cattle
Modeling
topic Dairy cattle
Modeling
description The objective of this study was to develop and to evaluate a dynamic simulation model, with stochastic components in order to assess milk production systems. The simulation model was developed by using STELLA 9.0, ZooCalc 1.0 and electronic data sheets. The physical structure of the herd was divided into 15 interlinked modules that represented categories or subdivisions of categories. Mathematical models obtained from the literature were used to simulate the body weight of growing and lactating animals and milk production and milk composition. Electronic data sheets were used to calculate the nutritional requirements and dietary balance. After cost minimization, each feed was evaluated by using ZooCalc 1.0. Some average responses of farm size, zootechnical and economic index, the change in the area used for com silage production, the calving interval and age at first insemination were obtained to evaluate whether the simulation model was working consistently with the expected. To assess the capacity of the model to gene rate simulated values that approach reality, the degree of linear association was measured between the values generated by the model and the values observed in practice. Sensitivity analyses showed that the values produced by the simulation model were in agreement with the expected results, in response to changes in the area of com crop used for com silage production, the calving interval and the age at first insemination. There was correlation between the values generated by the simulation model and the values observed in practice and the degree of linear association for the variables could be considered high.
publishDate 2008
dc.date.none.fl_str_mv 2008-11-06
2017-12-14T10:40:59Z
2017-12-14T10:40:59Z
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 1806-9290
http://dx.doi.org/10.1590/S1516-35982010000400027
http://www.locus.ufv.br/handle/123456789/15029
identifier_str_mv 1806-9290
url http://dx.doi.org/10.1590/S1516-35982010000400027
http://www.locus.ufv.br/handle/123456789/15029
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv vol. 39, n. 4, p. 903-912, April 2010
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv pdf
application/pdf
dc.publisher.none.fl_str_mv Revista Brasileira de Zootecnia
publisher.none.fl_str_mv Revista Brasileira de Zootecnia
dc.source.none.fl_str_mv reponame:LOCUS Repositório Institucional da UFV
instname:Universidade Federal de Viçosa (UFV)
instacron:UFV
instname_str Universidade Federal de Viçosa (UFV)
instacron_str UFV
institution UFV
reponame_str LOCUS Repositório Institucional da UFV
collection LOCUS Repositório Institucional da UFV
repository.name.fl_str_mv LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)
repository.mail.fl_str_mv fabiojreis@ufv.br
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