Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpy

Detalhes bibliográficos
Autor(a) principal: Balthazar, Glauber da Rocha
Data de Publicação: 2024
Outros Autores: Silveira, Robson Mateus Freitas, Silva, Iran José Oliveira da
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Journal of Animal Behaviour and Biometeorology
Texto Completo: https://malque.pub/ojs/index.php/jabb/article/view/2234
Resumo: The intensive production system for broilers requires the availability of an environment (aviary) that promotes an artificial microclimate that favors both animal well-being and productive performance; therefore, monitoring this environment is critical for production success, especially in tropical countries. This criticality opens up a range of research opportunities for monitoring because of the currently available technologies, especially in the areas of the Internet of Things and Expert Systems. Thus, this study presents a proposal for the environmental monitoring of an aviary using an Internet of Things technological apparatus combined with multi-agent systems to monitor climatic variables with the guidance of thermal comfort indicators. The experiment took place in a Cobb broiler aviary located in the countryside of the State of São Paulo, Brazil. With this objective in mind, the production period of Cobb broilers was analyzed through the construction of an Internet of Things system to collect air temperature, relative humidity, and atmospheric pressure variables combined with a data transfer mechanism for cloud recording. These variables were then analyzed by computational agents using the Java programming language with the Jade framework, which generated animal comfort indicators. The results showed that real-time monitoring of environmental variables is possible with the combination of the Internet of Things with agents that can determine animal comfort conditions according to the specific enthalpy of the air through the orchestration of a deliberative agent and with the participation of several reactive agents.
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spelling Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpyPrecision livestock farmingcomputational agentsspecific enthalpy airThe intensive production system for broilers requires the availability of an environment (aviary) that promotes an artificial microclimate that favors both animal well-being and productive performance; therefore, monitoring this environment is critical for production success, especially in tropical countries. This criticality opens up a range of research opportunities for monitoring because of the currently available technologies, especially in the areas of the Internet of Things and Expert Systems. Thus, this study presents a proposal for the environmental monitoring of an aviary using an Internet of Things technological apparatus combined with multi-agent systems to monitor climatic variables with the guidance of thermal comfort indicators. The experiment took place in a Cobb broiler aviary located in the countryside of the State of São Paulo, Brazil. With this objective in mind, the production period of Cobb broilers was analyzed through the construction of an Internet of Things system to collect air temperature, relative humidity, and atmospheric pressure variables combined with a data transfer mechanism for cloud recording. These variables were then analyzed by computational agents using the Java programming language with the Jade framework, which generated animal comfort indicators. The results showed that real-time monitoring of environmental variables is possible with the combination of the Internet of Things with agents that can determine animal comfort conditions according to the specific enthalpy of the air through the orchestration of a deliberative agent and with the participation of several reactive agents.Malque Publishing2024-05-09info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionResearch Articlesapplication/pdfhttps://malque.pub/ojs/index.php/jabb/article/view/223410.31893/jabb.2024012Journal of Animal Behaviour and Biometeorology; Vol. 12 No. 2 (2024): In progress; 20240122318-12652318-1265reponame:Journal of Animal Behaviour and Biometeorologyinstname:Universidade Federal Rural do Semi-Árido (UFERSA)instacron:UFERSAenghttps://malque.pub/ojs/index.php/jabb/article/view/2234/1517Copyright (c) 2024 Malque Publishinghttps://creativecommons.org/licenses/by-nc-nd/4.0info:eu-repo/semantics/openAccessBalthazar, Glauber da RochaSilveira, Robson Mateus FreitasSilva, Iran José Oliveira da2024-05-09T14:12:09Zoai:ojs2.malque.pub:article/2234Revistahttps://periodicos.ufersa.edu.br/index.php/jabbPUBhttp://periodicos.ufersa.edu.br/revistas/index.php/jabb/oai||souza.jr@ufersa.edu.br2318-12652318-1265opendoar:2024-05-09T14:12:09Journal of Animal Behaviour and Biometeorology - Universidade Federal Rural do Semi-Árido (UFERSA)false
dc.title.none.fl_str_mv Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpy
title Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpy
spellingShingle Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpy
Balthazar, Glauber da Rocha
Precision livestock farming
computational agents
specific enthalpy air
title_short Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpy
title_full Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpy
title_fullStr Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpy
title_full_unstemmed Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpy
title_sort Use of multi-agent systems and the Internet of Things to monitor the environment of commercial broiler poultry houses through specific air enthalpy
author Balthazar, Glauber da Rocha
author_facet Balthazar, Glauber da Rocha
Silveira, Robson Mateus Freitas
Silva, Iran José Oliveira da
author_role author
author2 Silveira, Robson Mateus Freitas
Silva, Iran José Oliveira da
author2_role author
author
dc.contributor.author.fl_str_mv Balthazar, Glauber da Rocha
Silveira, Robson Mateus Freitas
Silva, Iran José Oliveira da
dc.subject.por.fl_str_mv Precision livestock farming
computational agents
specific enthalpy air
topic Precision livestock farming
computational agents
specific enthalpy air
description The intensive production system for broilers requires the availability of an environment (aviary) that promotes an artificial microclimate that favors both animal well-being and productive performance; therefore, monitoring this environment is critical for production success, especially in tropical countries. This criticality opens up a range of research opportunities for monitoring because of the currently available technologies, especially in the areas of the Internet of Things and Expert Systems. Thus, this study presents a proposal for the environmental monitoring of an aviary using an Internet of Things technological apparatus combined with multi-agent systems to monitor climatic variables with the guidance of thermal comfort indicators. The experiment took place in a Cobb broiler aviary located in the countryside of the State of São Paulo, Brazil. With this objective in mind, the production period of Cobb broilers was analyzed through the construction of an Internet of Things system to collect air temperature, relative humidity, and atmospheric pressure variables combined with a data transfer mechanism for cloud recording. These variables were then analyzed by computational agents using the Java programming language with the Jade framework, which generated animal comfort indicators. The results showed that real-time monitoring of environmental variables is possible with the combination of the Internet of Things with agents that can determine animal comfort conditions according to the specific enthalpy of the air through the orchestration of a deliberative agent and with the participation of several reactive agents.
publishDate 2024
dc.date.none.fl_str_mv 2024-05-09
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Research Articles
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://malque.pub/ojs/index.php/jabb/article/view/2234
10.31893/jabb.2024012
url https://malque.pub/ojs/index.php/jabb/article/view/2234
identifier_str_mv 10.31893/jabb.2024012
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://malque.pub/ojs/index.php/jabb/article/view/2234/1517
dc.rights.driver.fl_str_mv Copyright (c) 2024 Malque Publishing
https://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2024 Malque Publishing
https://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 Malque Publishing
publisher.none.fl_str_mv Malque Publishing
dc.source.none.fl_str_mv Journal of Animal Behaviour and Biometeorology; Vol. 12 No. 2 (2024): In progress; 2024012
2318-1265
2318-1265
reponame:Journal of Animal Behaviour and Biometeorology
instname:Universidade Federal Rural do Semi-Árido (UFERSA)
instacron:UFERSA
instname_str Universidade Federal Rural do Semi-Árido (UFERSA)
instacron_str UFERSA
institution UFERSA
reponame_str Journal of Animal Behaviour and Biometeorology
collection Journal of Animal Behaviour and Biometeorology
repository.name.fl_str_mv Journal of Animal Behaviour and Biometeorology - Universidade Federal Rural do Semi-Árido (UFERSA)
repository.mail.fl_str_mv ||souza.jr@ufersa.edu.br
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