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Control and management of water quality for Nile tilapia fish in net tanks based on fuzzy modeling

dc.contributor.authorMastelini, Vinícius [UNESP]
dc.contributor.authorRamos Queiroz, Timóteo [UNESP]
dc.contributor.authorAlmeida Gabriel Filho, Luís Roberto [UNESP]
dc.contributor.authorMollo Neto, Mario [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.contributor.institutionUniversity Center of Adamantina – UNIFAI
dc.date.accessioned2025-04-29T20:11:38Z
dc.date.issued2023-02-16
dc.description.abstractBeing classified as one of the most important species for fish farming, the Nile tilapia has seen a huge increase in breeding worldwide. As in any cultural medium, dealing with the quality of the medium in which it is grown guarantees a large part of the success of the process, being of equal importance, in this case, the quality of the water. Taking advantage of existing mathematical models, humans were able to measure and design best practices in virtually all areas, pointing to its great functionality, this article used the Fuzzy logic mathematical model together with Mamdani inference to analyze water quality scenarios and their consequences, various environments, variables, capable of directly affecting fish farming. The purpose was to use the MatLab scientific software to cross these variables with the possible output scenarios, facilitating the producer's decision-making. As a result of the research, it was possible to develop an algorithm to be embedded in a mobile application in the future with fuzzy mathematical modeling, with a Mamdani inference system for management and control of water quality in Nile Tilapia fish farming. The same will be made available to these breeders, since it has a structure of rules, aiming at the delivery of scientific information that collaborates with the best cultivation practices, improving production and profitability, through decision support to fish farmers.en
dc.description.affiliationGraduate Program in Agribusiness and Development School of Science and Engineering São Paulo State University-UNESP, SP
dc.description.affiliationDepartment of Biosystems Engineering School of Science and Engineering São Paulo State University-UNESP, SP
dc.description.affiliationUniversity Center of Adamantina – UNIFAI, SP
dc.description.affiliationDepartment of Management Development and Technology School of Science and Engineering São Paulo State University-UNESP, SP
dc.description.affiliationUnespGraduate Program in Agribusiness and Development School of Science and Engineering São Paulo State University-UNESP, SP
dc.description.affiliationUnespDepartment of Biosystems Engineering School of Science and Engineering São Paulo State University-UNESP, SP
dc.description.affiliationUnespDepartment of Management Development and Technology School of Science and Engineering São Paulo State University-UNESP, SP
dc.description.sponsorshipUniversidade Estadual Paulista
dc.description.sponsorshipConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.description.sponsorshipIdCNPq: 313339/2019-8
dc.description.sponsorshipIdCNPq: 315228/2020-2
dc.identifierhttp://dx.doi.org/10.18011/bioeng.2023.v17.1197
dc.identifier.citationBrazilian Journal of Biosystems Engineering, v. 17.
dc.identifier.doi10.18011/bioeng.2023.v17.1197
dc.identifier.issn2359-6724
dc.identifier.issn1981-7061
dc.identifier.scopus2-s2.0-85199254330
dc.identifier.urihttps://hdl.handle.net/11449/308238
dc.language.isoeng
dc.relation.ispartofBrazilian Journal of Biosystems Engineering
dc.sourceScopus
dc.subjectDecision Making
dc.subjectDesign
dc.subjectMathematical Models
dc.subjectMatLab
dc.subjectMeasure
dc.titleControl and management of water quality for Nile tilapia fish in net tanks based on fuzzy modelingen
dc.typeArtigopt
dspace.entity.typePublication
unesp.author.orcid0000-0002-1009-4501[1]
unesp.author.orcid0000-0001-9327-4462[2]
unesp.author.orcid0000-0002-7269-2806[3]
unesp.author.orcid0000-0002-8341-4190[4]

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