Fuzzy modeling applied to the welfare of poultry farms workers

The objective of this work was to develop a fuzzy model to classify the working environment in poultry farms. For this purpose, air temperature, relative humidity, noise level, and ammonia concentration were measured in a broiler house with lateral positive-pressure ventilation. Work days consisting...

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Autores:
Osorio Saraz, Jairo Alexander
Schiassi, Leonardo
Junior, Tadayuki Yanagi
Alves Damasceno, Flávio
Silva Machado, Neiton
Tipo de recurso:
Article of journal
Fecha de publicación:
2012
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/39498
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/39498
http://bdigital.unal.edu.co/29595/
Palabra clave:
62 Ingeniería y operaciones afines / Engineering
mathematical modeling
human environment
poultry house
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Osorio Saraz, Jairo Alexander9490deee-5085-4e8d-b0e9-d4e3ec4dfa6c300Schiassi, Leonardoc318a671-e8ea-46e2-80e5-7155d6a7e8f2300Junior, Tadayuki Yanagi52ddd7cb-2453-4130-ab7e-3daac3497715300Alves Damasceno, Flávioceae60d4-6dea-4824-bbad-8bcaed543d9e300Silva Machado, Neiton0b712d5a-e314-496a-b050-a335520997a53002019-06-28T03:58:12Z2019-06-28T03:58:12Z2012https://repositorio.unal.edu.co/handle/unal/39498http://bdigital.unal.edu.co/29595/The objective of this work was to develop a fuzzy model to classify the working environment in poultry farms. For this purpose, air temperature, relative humidity, noise level, and ammonia concentration were measured in a broiler house with lateral positive-pressure ventilation. Work days consisting of 8 hours were simulated and the results provide support for classifying the level of comfort under different thermal, noise and gas concentration conditions. Therefore, three input variables were used: temperature-humidity index (THI), noise level (dB) and ammonia concentration (ppm), and the output variable was the work environment classification (WEC). Sixty rules were defined based on combinations of THI, noise level and ammonia concentration and each result is a function of the combination of input data. Experimental data was used to test the application of the proposed model. The results indicate that the proposed methodology is promising for determining the worker well-being level, and aid in making decisions regarding the control of the work environment in order to reduce or eliminate sources considered stressful to humans.application/pdfspaUniversidad Nacional de Colombia Sede Medellínhttp://revistas.unal.edu.co/index.php/dyna/article/view/28130Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaDyna; Vol. 79, núm. 174 (2012); 127-135 DYNA; Vol. 79, núm. 174 (2012); 127-135 2346-2183 0012-7353Osorio Saraz, Jairo Alexander and Schiassi, Leonardo and Junior, Tadayuki Yanagi and Alves Damasceno, Flávio and Silva Machado, Neiton (2012) Fuzzy modeling applied to the welfare of poultry farms workers. Dyna; Vol. 79, núm. 174 (2012); 127-135 DYNA; Vol. 79, núm. 174 (2012); 127-135 2346-2183 0012-7353 .62 Ingeniería y operaciones afines / Engineeringmathematical modelinghuman environmentpoultry houseFuzzy modeling applied to the welfare of poultry farms workersArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL28130-135302-1-PB.pdfapplication/pdf1214339https://repositorio.unal.edu.co/bitstream/unal/39498/1/28130-135302-1-PB.pdf5480a77a2a0d8af5340750e7e65325a3MD5128130-197436-1-PB.htmltext/html31955https://repositorio.unal.edu.co/bitstream/unal/39498/2/28130-197436-1-PB.htmldbd54221ced8f7b548096be2a088d948MD52THUMBNAIL28130-135302-1-PB.pdf.jpg28130-135302-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg8656https://repositorio.unal.edu.co/bitstream/unal/39498/3/28130-135302-1-PB.pdf.jpgc820c23f89dc3de997b36c105e8f3b95MD53unal/39498oai:repositorio.unal.edu.co:unal/394982023-01-24 23:03:28.367Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Fuzzy modeling applied to the welfare of poultry farms workers
title Fuzzy modeling applied to the welfare of poultry farms workers
spellingShingle Fuzzy modeling applied to the welfare of poultry farms workers
62 Ingeniería y operaciones afines / Engineering
mathematical modeling
human environment
poultry house
title_short Fuzzy modeling applied to the welfare of poultry farms workers
title_full Fuzzy modeling applied to the welfare of poultry farms workers
title_fullStr Fuzzy modeling applied to the welfare of poultry farms workers
title_full_unstemmed Fuzzy modeling applied to the welfare of poultry farms workers
title_sort Fuzzy modeling applied to the welfare of poultry farms workers
dc.creator.fl_str_mv Osorio Saraz, Jairo Alexander
Schiassi, Leonardo
Junior, Tadayuki Yanagi
Alves Damasceno, Flávio
Silva Machado, Neiton
dc.contributor.author.spa.fl_str_mv Osorio Saraz, Jairo Alexander
Schiassi, Leonardo
Junior, Tadayuki Yanagi
Alves Damasceno, Flávio
Silva Machado, Neiton
dc.subject.ddc.spa.fl_str_mv 62 Ingeniería y operaciones afines / Engineering
topic 62 Ingeniería y operaciones afines / Engineering
mathematical modeling
human environment
poultry house
dc.subject.proposal.spa.fl_str_mv mathematical modeling
human environment
poultry house
description The objective of this work was to develop a fuzzy model to classify the working environment in poultry farms. For this purpose, air temperature, relative humidity, noise level, and ammonia concentration were measured in a broiler house with lateral positive-pressure ventilation. Work days consisting of 8 hours were simulated and the results provide support for classifying the level of comfort under different thermal, noise and gas concentration conditions. Therefore, three input variables were used: temperature-humidity index (THI), noise level (dB) and ammonia concentration (ppm), and the output variable was the work environment classification (WEC). Sixty rules were defined based on combinations of THI, noise level and ammonia concentration and each result is a function of the combination of input data. Experimental data was used to test the application of the proposed model. The results indicate that the proposed methodology is promising for determining the worker well-being level, and aid in making decisions regarding the control of the work environment in order to reduce or eliminate sources considered stressful to humans.
publishDate 2012
dc.date.issued.spa.fl_str_mv 2012
dc.date.accessioned.spa.fl_str_mv 2019-06-28T03:58:12Z
dc.date.available.spa.fl_str_mv 2019-06-28T03:58:12Z
dc.type.spa.fl_str_mv Artículo de revista
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url https://repositorio.unal.edu.co/handle/unal/39498
http://bdigital.unal.edu.co/29595/
dc.language.iso.spa.fl_str_mv spa
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dc.relation.spa.fl_str_mv http://revistas.unal.edu.co/index.php/dyna/article/view/28130
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Dyna
Dyna
dc.relation.ispartofseries.none.fl_str_mv Dyna; Vol. 79, núm. 174 (2012); 127-135 DYNA; Vol. 79, núm. 174 (2012); 127-135 2346-2183 0012-7353
dc.relation.references.spa.fl_str_mv Osorio Saraz, Jairo Alexander and Schiassi, Leonardo and Junior, Tadayuki Yanagi and Alves Damasceno, Flávio and Silva Machado, Neiton (2012) Fuzzy modeling applied to the welfare of poultry farms workers. Dyna; Vol. 79, núm. 174 (2012); 127-135 DYNA; Vol. 79, núm. 174 (2012); 127-135 2346-2183 0012-7353 .
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
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dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
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dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
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dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia Sede Medellín
institution Universidad Nacional de Colombia
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