{"id":"https://openalex.org/W7213433988","doi":"https://doi.org/10.67665/crivum.2antx99o","title":"Nova gera\u00e7\u00e3o de m\u00e1quinas de limpeza de gr\u00e3os: sistema integrado de vis\u00e3o computacional e intelig\u00eancia para opera\u00e7\u00e3o, monitoramento e otimiza\u00e7\u00e3o do processo em limpeza de gr\u00e3os","display_name":"Nova gera\u00e7\u00e3o de m\u00e1quinas de limpeza de gr\u00e3os: sistema integrado de vis\u00e3o computacional e intelig\u00eancia para opera\u00e7\u00e3o, monitoramento e otimiza\u00e7\u00e3o do processo em limpeza de gr\u00e3os","publication_year":2026,"publication_date":"2026-09-05","ids":{"openalex":"https://openalex.org/W7213433988","doi":"https://doi.org/10.67665/crivum.2antx99o"},"language":"pt","primary_location":{"id":"doi:10.67665/crivum.2antx99o","doi":"https://doi.org/10.67665/crivum.2antx99o","is_oa":true,"landing_page_url":"https://doi.org/10.67665/crivum.2antx99o","pdf_url":"https://crivum.org/p/2antx99o/artigo","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"other","is_traditional":false,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://crivum.org/p/2antx99o/artigo","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5151877936","display_name":"Jacson Vargas","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jacson Vargas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5151877936"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.4943999946117401,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.4943999946117401,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12201","display_name":"Agricultural Engineering and Mechanization","score":0.46459999680519104,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.026100000366568565,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cleaning","display_name":"cleaning","score":0.4169999957084656},{"id":"https://openalex.org/keywords/grain-cleaning-machines","display_name":"grain cleaning machines","score":0.9070000052452087},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.7879999876022339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9340000152587891},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.625},{"id":"https://openalex.org/keywords/operational-monitoring","display_name":"operational monitoring","score":0.5270000100135803},{"id":"https://openalex.org/keywords/process-optimization","display_name":"process optimization","score":0.9340000152587891},{"id":"https://openalex.org/keywords/decision-support","display_name":"decision support","score":0.4449999928474426},{"id":"https://openalex.org/keywords/agricultural-machinery","display_name":"agricultural machinery","score":0.36500000953674316},{"id":"https://openalex.org/keywords/grain-impurities","display_name":"grain impurities","score":0.5090000033378601},{"id":"https://openalex.org/keywords/machine-learning-deployment","display_name":"machine learning deployment","score":0.4429999887943268}],"concepts":[{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.6211000084877014},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.24660000205039978},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.21279999613761902},{"id":"https://openalex.org/C180087314","wikidata":"https://www.wikidata.org/wiki/Q2089085","display_name":"Phreatic","level":4,"score":0.14650000631809235},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.14569999277591705},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.1451999992132187},{"id":"https://openalex.org/C65293783","wikidata":"https://www.wikidata.org/wiki/Q776437","display_name":"Archaeomagnetic dating","level":4,"score":0.13830000162124634},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.13760000467300415},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.13109999895095825},{"id":"https://openalex.org/C2910607562","wikidata":"https://www.wikidata.org/wiki/Q3870166","display_name":"Magnetite Nanoparticles","level":4,"score":0.13079999387264252}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.67665/crivum.2antx99o","doi":"https://doi.org/10.67665/crivum.2antx99o","is_oa":true,"landing_page_url":"https://doi.org/10.67665/crivum.2antx99o","pdf_url":"https://crivum.org/p/2antx99o/artigo","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.67665/crivum.2antx99o","doi":"https://doi.org/10.67665/crivum.2antx99o","is_oa":true,"landing_page_url":"https://doi.org/10.67665/crivum.2antx99o","pdf_url":"https://crivum.org/p/2antx99o/artigo","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":0.7811999917030334,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"},{"score":0.5,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7213433988.pdf","grobid_xml":"https://content.openalex.org/works/W7213433988.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7212035605","https://openalex.org/W3106916849","https://openalex.org/W7220554627","https://openalex.org/W2014277194","https://openalex.org/W2957336720","https://openalex.org/W7198529156","https://openalex.org/W4411294590","https://openalex.org/W3107042757","https://openalex.org/W7165143411","https://openalex.org/W1862505359"],"abstract_inverted_index":{"Nova":[0],"gera\u00e7\u00e3o":[1],"de":[2,4,6,10,24,43,48,53,61,63,70,81,85,90,105,120,122,129,134,138,158,167,173,181,195,200,212,219,234,248,256,261,269,275,282,284,286,292,311,331,339,341,344,349,357,363,381,393,396,398,400,403,414,416,425,433,467,487,493,498],"m\u00e1quinas":[3,60,92,121,201],"limpeza":[5,23,62,123,304],"gr\u00e3os:":[7],"sistema":[8],"integrado":[9],"vis\u00e3o":[11,177,249,285,334,372,415],"computacional":[12,178,250,316,373],"e":[13,18,40,56,87,104,118,127,144,179,214,236,243,253,273,277,300,305,314,347,365,374,391,418,436,442,485,496],"intelig\u00eancia":[14,174,375,404],"para":[15,231,267,288,317,421,459,479],"opera\u00e7\u00e3o,":[16],"monitoramento":[17],"otimiza\u00e7\u00e3o":[19,237],"do":[20,102,111,483],"processo":[21,218],"em":[22,33,136,228,297,368,431,456],"gr\u00e3os":[25,44,332,358],"Jacson":[26],"VargasCrivum":[27],"EA69":[28],"\u2022":[29],"DOI":[30],"10.67665/crivum.2antx99o\u2022":[31],"publicada":[32],"05/09/2026":[34],"##":[35],"1.":[36],"Introdu\u00e7\u00e3o":[37],"O":[38],"processamento":[39,126,255,315],"o":[41,94,109,216],"beneficiamento":[42,128],"exigem":[45],"equipamentos":[46,135,160],"capazes":[47],"operar":[49],"sob":[50],"condi\u00e7\u00f5es":[51,84,97,457],"vari\u00e1veis":[52],"produto,":[54],"alimenta\u00e7\u00e3o":[55,86],"ambiente.No":[57],"caso":[58],"das":[59,202,412,453],"gr\u00e3os,":[64,77,293,382,389,426],"essas":[65],"varia\u00e7\u00f5es":[66],"aparecem":[67],"na":[68,72,161,251],"quantidade":[69],"impurezas,":[71],"umidade,":[73],"no":[74,116,151,183,226,254],"tamanho":[75],"dos":[76,186,320,388],"nos":[78,88],"diferentes":[79,337],"tipos":[80],"cereais,":[82],"nas":[83],"par\u00e2metros":[89],"opera\u00e7\u00e3o.Em":[91],"convencionais,":[93],"acompanhamento":[95],"dessas":[96,153],"depende":[98],"significativamente":[99],"da":[100,193,241,290,423,472],"experi\u00eancia":[101,149],"operador":[103],"inspe\u00e7\u00f5es":[106],"realizadas":[107],"durante":[108],"funcionamento":[110],"equipamento.A":[112],"Agria\u00e7o":[113],"Metal\u00fargica":[114],"atua":[115],"desenvolvimento":[117,152],"fabrica\u00e7\u00e3o":[119],"destinadas":[124],"ao":[125],"produtos":[130],"agr\u00edcolas,":[131],"com":[132],"linha":[133,470],"capacidades":[137],"40,":[139],"60,":[140],"120,":[141],"180,":[142],"240":[143],"360":[145],"toneladas":[146],"por":[147,333,474,481],"hora.A":[148],"acumulada":[150],"m\u00e1quinas,":[154],"associada":[155],"\u00e0":[156,171,303,386,451],"comercializa\u00e7\u00e3o":[157],"865":[159],"Am\u00e9rica":[162],"Latina,":[163],"permitiu":[164],"identificar":[165],"oportunidades":[166,397],"evolu\u00e7\u00e3o":[168,411],"tecnol\u00f3gica":[169,245],"relacionadas":[170,302,385],"integra\u00e7\u00e3o":[172],"artificial,":[175],"automa\u00e7\u00e3o,":[176],"uso":[180],"dados":[182,229],"desempenho":[184],"operacional":[185],"equipamentos.O":[187],"projeto":[188],"relatado":[189],"neste":[190],"trabalho":[191,351,446],"nasceu":[192],"necessidade":[194],"aproximar":[196],"a":[197,354,410],"engenharia":[198],"tradicional":[199],"tecnologias":[203],"digitais.A":[204],"proposta":[205],"central":[206],"foi":[207],"desenvolver":[208],"uma":[209,326],"m\u00e1quina":[210,287,417],"capaz":[211],"observar":[213],"interpretar":[215],"pr\u00f3prio":[217],"limpeza,":[220],"transformando":[221],"informa\u00e7\u00f5es":[222],"visuais":[223],"obtidas":[224],"diretamente":[225],"equipamento":[227],"\u00fateis":[230],"acompanhamento,":[232],"tomada":[233],"decis\u00e3o":[235],"operacional.##":[238],"2.":[239],"Estado":[240],"arte":[242],"lacuna":[244],"A":[246],"aplica\u00e7\u00e3o":[247],"agricultura":[252],"alimentos":[257],"n\u00e3o":[258],"\u00e9":[259],"nova.Sistemas":[260],"machine":[262,494],"vision":[263],"v\u00eam":[264],"sendo":[265],"pesquisados":[266],"avalia\u00e7\u00e3o":[268,289],"qualidade,":[270],"identifica\u00e7\u00e3o,":[271,298],"classifica\u00e7\u00e3o":[272,299,330,355,468,480],"separa\u00e7\u00e3o":[274],"gr\u00e3os.Vithu":[276],"Moses":[278],"(2016)":[279],"revisaram":[280],"aplica\u00e7\u00f5es":[281,384,413,460],"sistemas":[283,307],"qualidade":[291,387,424],"mostrando":[294],"sua":[295],"utiliza\u00e7\u00e3o":[296,399],"opera\u00e7\u00f5es":[301],"separa\u00e7\u00e3o.Esses":[306],"normalmente":[308],"combinam":[309],"aquisi\u00e7\u00e3o":[310,340],"imagens,":[312,342],"ilumina\u00e7\u00e3o":[313],"extrair":[318],"caracter\u00edsticas":[319,432,482],"produtos.Velesaca":[321],"et":[322],"al.":[323],"(2021)":[324],"apresentaram":[325],"revis\u00e3o":[327,369],"abrangente":[328],"sobre":[329,371],"computacional,":[335],"abrangendo":[336],"estrat\u00e9gias":[338],"forma\u00e7\u00e3o":[343],"ground":[345],"truth":[346],"t\u00e9cnicas":[348,401,428],"classifica\u00e7\u00e3o.O":[350],"demonstra":[352],"que":[353],"visual":[356],"constitui":[359],"um":[360],"campo":[361],"consolidado":[362],"pesquisa.Patr\u00edcio":[364],"Rieder":[366],"(2018),":[367],"sistem\u00e1tica":[370],"artificial":[376],"aplicada":[377],"\u00e0s":[378],"principais":[379],"culturas":[380],"identificaram":[383],"fenotipagem":[390],"detec\u00e7\u00e3o":[392],"doen\u00e7as,":[394],"al\u00e9m":[395],"avan\u00e7adas":[402],"artificial.Mais":[405],"recentemente,":[406],"Wang":[407],"(2026)":[408],"analisou":[409],"deep":[419],"learning":[420,495],"inspe\u00e7\u00e3o":[422,477],"desde":[427],"tradicionais":[429],"baseadas":[430],"cor,":[434],"morfologia":[435],"textura":[437],"at\u00e9":[438],"redes":[439],"neurais":[440],"convolucionais":[441],"arquiteturas":[443],"mais":[444],"recentes.O":[445],"tamb\u00e9m":[447],"aponta":[448],"desafios":[449],"relacionados":[450],"transfer\u00eancia":[452],"solu\u00e7\u00f5es":[454,464],"desenvolvidas":[455],"controladas":[458],"industriais":[461],"reais.Existem":[462],"igualmente":[463],"comerciais":[465],"consolidadas":[466],"\u00f3ptica.A":[469],"SORTEX,":[471],"B\u00fchler,":[473],"exemplo,":[475],"utiliza":[476],"\u00f3ptica":[478],"produto":[484],"remo\u00e7\u00e3o":[486],"materiais":[488],"indesej\u00e1veis,":[489],"podendo":[490],"empregar":[491],"recursos":[492],"rastreamento":[497],"produto.":[499]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-09-17T00:00:00"}