{"id":"https://openalex.org/W2065200035","doi":"https://doi.org/10.4025/actascitechnol.v31i2.3358","title":"Modelagem do sistema de resfriamento por imers\u00e3o de carca\u00e7as de frangos utilizando redes neurais artificiais","display_name":"Modelagem do sistema de resfriamento por imers\u00e3o de carca\u00e7as de frangos utilizando redes neurais artificiais","publication_year":2009,"publication_date":"2009-06-17","ids":{"openalex":"https://openalex.org/W2065200035","doi":"https://doi.org/10.4025/actascitechnol.v31i2.3358","mag":"2065200035"},"language":"pt","primary_location":{"id":"doi:10.4025/actascitechnol.v31i2.3358","doi":"https://doi.org/10.4025/actascitechnol.v31i2.3358","is_oa":true,"landing_page_url":"https://doi.org/10.4025/actascitechnol.v31i2.3358","pdf_url":"https://periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/download/3358/3358","source":{"id":"https://openalex.org/S107316028","display_name":"Acta Scientiarum. Technology/Acta scientiarum. Technology","issn_l":"1806-2563","issn":["1806-2563","1807-8664"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","latindex","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310312252","host_organization_name":"Editora da Universidade Estadual de Maring\u00e1 (Eduem)","host_organization_lineage":["https://openalex.org/P4310312252"],"host_organization_lineage_names":["Editora da Universidade Estadual de Maring\u00e1 (Eduem)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Acta Scientiarum. Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/download/3358/3358","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089558535","display_name":"T\u00falio Klassen","orcid":"https://orcid.org/0000-0001-7468-4378","observed_orcids":["https://orcid.org/0000-0001-7468-4378"]},"institutions":[{"id":"https://openalex.org/I193876067","display_name":"Universidade Estadual do Oeste do Paran\u00e1","ror":"https://ror.org/05ne20t07","country_code":"BR","type":"education","lineage":["https://openalex.org/I193876067"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"T\u00falio Klassen","raw_affiliation_strings":["UNIOESTE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNIOESTE","institution_ids":["https://openalex.org/I193876067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061361506","display_name":"Tiago Dias Martins","orcid":"https://orcid.org/0000-0002-3452-7033","observed_orcids":["https://orcid.org/0000-0002-3452-7033"]},"institutions":[{"id":"https://openalex.org/I193876067","display_name":"Universidade Estadual do Oeste do Paran\u00e1","ror":"https://ror.org/05ne20t07","country_code":"BR","type":"education","lineage":["https://openalex.org/I193876067"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago Dias Martins","raw_affiliation_strings":["UNIOESTE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNIOESTE","institution_ids":["https://openalex.org/I193876067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035224417","display_name":"L\u00facio Cardozo\u2010Filho","orcid":"https://orcid.org/0000-0002-1764-9979","observed_orcids":["https://orcid.org/0000-0002-1764-9979"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucio Cardozo Filho","raw_affiliation_strings":["UEM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UEM","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010699260","display_name":"Edson Ant\u00f4nio da Silva","orcid":"https://orcid.org/0000-0003-3978-5346","observed_orcids":["https://orcid.org/0000-0003-3978-5346"]},"institutions":[{"id":"https://openalex.org/I193876067","display_name":"Universidade Estadual do Oeste do Paran\u00e1","ror":"https://ror.org/05ne20t07","country_code":"BR","type":"education","lineage":["https://openalex.org/I193876067"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Edson Antonio da Silva","raw_affiliation_strings":["UNIOESTE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNIOESTE","institution_ids":["https://openalex.org/I193876067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8566,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75264715,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"31","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.34200000762939453,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.34200000762939453,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.18119999766349792,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10333","display_name":"Meat and Animal Product Quality","score":0.13779999315738678,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/immersion-cooling","display_name":"immersion cooling","score":0.7870000004768372},{"id":"https://openalex.org/keywords/chillers","display_name":"chillers","score":0.7269999980926514},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9660000205039978},{"id":"https://openalex.org/keywords/neural-network-architecture","display_name":"neural network architecture","score":0.6200000047683716},{"id":"https://openalex.org/keywords/carcass-temperature","display_name":"carcass temperature","score":0.6990000009536743},{"id":"https://openalex.org/keywords/water-flow-rate","display_name":"water flow rate","score":0.6209999918937683},{"id":"https://openalex.org/keywords/ice-water-mixture","display_name":"ice-water mixture","score":0.48100000619888306}],"concepts":[{"id":"https://openalex.org/C4638862","wikidata":"https://www.wikidata.org/wiki/Q1501558","display_name":"Chiller","level":2,"score":0.5081074237823486},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5022885799407959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4402833580970764},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37391310930252075},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.36893177032470703},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.36628973484039307},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3277496099472046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09682279825210571}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.4025/actascitechnol.v31i2.3358","doi":"https://doi.org/10.4025/actascitechnol.v31i2.3358","is_oa":true,"landing_page_url":"https://doi.org/10.4025/actascitechnol.v31i2.3358","pdf_url":"https://periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/download/3358/3358","source":{"id":"https://openalex.org/S107316028","display_name":"Acta Scientiarum. Technology/Acta scientiarum. Technology","issn_l":"1806-2563","issn":["1806-2563","1807-8664"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","latindex","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310312252","host_organization_name":"Editora da Universidade Estadual de Maring\u00e1 (Eduem)","host_organization_lineage":["https://openalex.org/P4310312252"],"host_organization_lineage_names":["Editora da Universidade Estadual de Maring\u00e1 (Eduem)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Acta Scientiarum. Technology","raw_type":"journal-article"},{"id":"pmh:oai:americanae.aecid.es:1981340","doi":null,"is_oa":true,"landing_page_url":"http://americanae.aecid.es/americanae/es/registros/registro.do?tipoRegistro=MTD&idBib=1981340","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Acta Scientiarum. Technology; v. 31, n. 2 (2009); 201-205","raw_type":"<dc:type/><dc:type/><dc:type>info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:0ad3794ef33c431082c336316d62ef80","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/0ad3794ef33c431082c336316d62ef80","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Acta Scientiarum: Technology, Vol 31, Iss 2, Pp 201-205 (2009)","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:588152149da94a319289f19d4e291ca0","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/588152149da94a319289f19d4e291ca0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Acta Scientiarum: Technology, Vol 31, Iss 2, Pp 201-205 (2009)","raw_type":"article"},{"id":"pmh:oai:periodicos.uem.br/ojs:article/3358","doi":null,"is_oa":true,"landing_page_url":"http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/3358","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:UEM","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:redalyc.org:303226524011","doi":null,"is_oa":false,"landing_page_url":"https://www.redalyc.org/articulo.oa?id=303226524011","pdf_url":null,"source":{"id":"https://openalex.org/S4377196100","display_name":"Redalyc (Universidad Aut\u00f3noma del Estado de M\u00e9xico)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I179647637","host_organization_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","host_organization_lineage":["https://openalex.org/I179647637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Acta Scientiarum. Technology (Brasil) Num.2 Vol.31","raw_type":"art\u00edculo cient\u00edfico"}],"best_oa_location":{"id":"doi:10.4025/actascitechnol.v31i2.3358","doi":"https://doi.org/10.4025/actascitechnol.v31i2.3358","is_oa":true,"landing_page_url":"https://doi.org/10.4025/actascitechnol.v31i2.3358","pdf_url":"https://periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/download/3358/3358","source":{"id":"https://openalex.org/S107316028","display_name":"Acta Scientiarum. Technology/Acta scientiarum. Technology","issn_l":"1806-2563","issn":["1806-2563","1807-8664"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","latindex","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310312252","host_organization_name":"Editora da Universidade Estadual de Maring\u00e1 (Eduem)","host_organization_lineage":["https://openalex.org/P4310312252"],"host_organization_lineage_names":["Editora da Universidade Estadual de Maring\u00e1 (Eduem)"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Acta Scientiarum. Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2065200035.pdf","grobid_xml":"https://content.openalex.org/works/W2065200035.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1915819279","https://openalex.org/W1977932221","https://openalex.org/W1989184543","https://openalex.org/W1993884901","https://openalex.org/W2005175563","https://openalex.org/W2038128936","https://openalex.org/W2171074980"],"related_works":["https://openalex.org/W2475048752","https://openalex.org/W4404655572","https://openalex.org/W3192378203","https://openalex.org/W2156775697","https://openalex.org/W2004462255","https://openalex.org/W1876539641","https://openalex.org/W2952571772","https://openalex.org/W7155468891","https://openalex.org/W2246999990","https://openalex.org/W7120438010"],"abstract_inverted_index":{"The":[0,86,133],"process":[1,51],"of":[2,11,48,52,56,65,82,109,126],"cooling":[3,50,116],"chicken":[4,128],"carcasses":[5],"by":[6,26,72],"immersing":[7],"them":[8],"in":[9,43,111,143,149],"mixture":[10],"cold":[12],"water":[13,106,110,115],"and":[14,46,67,80,118,120,147],"ice":[15],"(chillers)":[16],"is":[17,20],"complex.":[18],"It":[19],"very":[21],"difficult":[22],"to":[23],"represent":[24],"it":[25],"a":[27],"transport":[28],"phenomenon":[29],"model.":[30],"In":[31],"this":[32],"work,":[33],"artificial":[34],"neural":[35,58,84],"networks":[36],"were":[37,60,76,93],"used":[38,77],"with":[39,103,140],"an":[40],"intermediary":[41],"layer":[42,146,152],"the":[44,49,57,63,73,83,91,94,124,127,131,138,144,150,155],"description":[45],"modeling":[47],"chickens.":[53],"Different":[54],"architectures":[55],"network":[59,139],"tested,":[61],"altering":[62],"numbers":[64],"input":[66,87,145],"hidden":[68,151],"units.":[69],"Data":[70],"supplied":[71],"Sadia-Toledo":[74],"Company":[75],"for":[78,90],"training":[79],"validation":[81],"networks.":[85],"variables":[88],"selected":[89],"model":[92],"following:":[95],"carcass":[96],"weight,":[97],"initial":[98],"temperature,":[99,119],"propylene":[100],"glycol":[101],"temperature":[102,125],"external":[104],"circulation,":[105],"flow":[107],"rate":[108],"each":[112],"tank,":[113],"renewal":[114],"time":[117],"as":[121],"output":[122],"variable":[123],"when":[129],"exiting":[130],"chiller.":[132],"results":[134],"obtained":[135],"showed":[136],"that":[137],"8":[141],"neurons":[142],"24":[148],"best":[153],"represented":[154],"investigated":[156],"system.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
