{"id":"https://openalex.org/W7225344496","doi":"https://doi.org/10.59814/resofro.2026.6(5)1286","title":"Cuando los residuos valen m\u00e1s: inteligencia artificial para transformar desechos petroleros en materias primas de alto valor industrial","display_name":"Cuando los residuos valen m\u00e1s: inteligencia artificial para transformar desechos petroleros en materias primas de alto valor industrial","publication_year":2026,"publication_date":"2026-10-26","ids":{"openalex":"https://openalex.org/W7225344496","doi":"https://doi.org/10.59814/resofro.2026.6(5)1286"},"language":"es","primary_location":{"id":"doi:10.59814/resofro.2026.6(5)1286","doi":"https://doi.org/10.59814/resofro.2026.6(5)1286","is_oa":true,"landing_page_url":"https://doi.org/10.59814/resofro.2026.6(5)1286","pdf_url":null,"source":{"id":"https://openalex.org/S4387290841","display_name":"Revista Social Fronteriza","issn_l":"2806-5913","issn":["2806-5913"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["latindex"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revista Social Fronteriza","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.59814/resofro.2026.6(5)1286","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075168418","display_name":"Jos\u00e9 Luis Castillo G\u00e1mez","orcid":"https://orcid.org/0000-0001-7069-0404","observed_orcids":["https://orcid.org/0000-0001-7069-0404"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Luis Castillo G\u00e1mez","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7069-0404","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5075168418"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11672","display_name":"Recycling and utilization of industrial and municipal waste in materials production","score":0.30640000104904175,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11672","display_name":"Recycling and utilization of industrial and municipal waste in materials production","score":0.30640000104904175,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10088","display_name":"Thermochemical Biomass Conversion Processes","score":0.1080000028014183,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11630","display_name":"Petroleum Processing and Analysis","score":0.09669999778270721,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.7889999747276306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.6259999871253967},{"id":"https://openalex.org/keywords/bio-oil","display_name":"bio-oil","score":0.7570000290870667},{"id":"https://openalex.org/keywords/sludge-pyrolysis","display_name":"sludge pyrolysis","score":0.7689999938011169},{"id":"https://openalex.org/keywords/carbon-adsorbents","display_name":"carbon adsorbents","score":0.9120000004768372},{"id":"https://openalex.org/keywords/metal-recovery","display_name":"metal recovery","score":0.9070000052452087},{"id":"https://openalex.org/keywords/waste-characterization","display_name":"waste characterization","score":0.6420000195503235},{"id":"https://openalex.org/keywords/process-modeling","display_name":"process modeling","score":0.8220000267028809},{"id":"https://openalex.org/keywords/route-choice","display_name":"route choice","score":0.515999972820282},{"id":"https://openalex.org/keywords/environmental-safety","display_name":"environmental safety","score":0.5519999861717224},{"id":"https://openalex.org/keywords/economic-feasibility","display_name":"economic feasibility","score":0.7639999985694885},{"id":"https://openalex.org/keywords/esmeraldas","display_name":"Esmeraldas","score":0.8510000109672546}],"concepts":[{"id":"https://openalex.org/C549774020","wikidata":"https://www.wikidata.org/wiki/Q851147","display_name":"Welfare economics","level":1,"score":0.40689998865127563},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3619000017642975},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3537999987602234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34279999136924744},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3197000026702881},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.2874000072479248},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.2854999899864197},{"id":"https://openalex.org/C2993373340","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Industrial water","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24629999697208405},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.24220000207424164}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.59814/resofro.2026.6(5)1286","doi":"https://doi.org/10.59814/resofro.2026.6(5)1286","is_oa":true,"landing_page_url":"https://doi.org/10.59814/resofro.2026.6(5)1286","pdf_url":null,"source":{"id":"https://openalex.org/S4387290841","display_name":"Revista Social Fronteriza","issn_l":"2806-5913","issn":["2806-5913"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["latindex"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revista Social Fronteriza","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.59814/resofro.2026.6(5)1286","doi":"https://doi.org/10.59814/resofro.2026.6(5)1286","is_oa":true,"landing_page_url":"https://doi.org/10.59814/resofro.2026.6(5)1286","pdf_url":null,"source":{"id":"https://openalex.org/S4387290841","display_name":"Revista Social Fronteriza","issn_l":"2806-5913","issn":["2806-5913"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["latindex"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revista Social Fronteriza","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":1.0,"display_name":"Responsible consumption and production"},{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4403933952","https://openalex.org/W7113041323","https://openalex.org/W7124520969","https://openalex.org/W1951473062","https://openalex.org/W4405446380","https://openalex.org/W3112833301","https://openalex.org/W7207552931","https://openalex.org/W7123241115","https://openalex.org/W7167793515","https://openalex.org/W7216101202"],"abstract_inverted_index":{"La":[0,62],"valorizaci\u00f3n":[1],"de":[2,19,30,42,52,56,74,76,87,94,96,102,106,115,125,140,145,177,183,188],"residuos":[3,49],"petroleros":[4],"exige":[5],"relacionar":[6],"la":[7,12,31,67,78,113,157,162],"composici\u00f3n":[8],"del":[9,14],"desecho":[10],"con":[11],"calidad":[13],"producto":[15],"recuperado,":[16],"los":[17],"costos":[18],"transformaci\u00f3n":[20],"y":[21,58,66,85,100,123,142,151,172],"su":[22],"seguridad":[23],"ambiental.":[24],"Este":[25],"art\u00edculo":[26],"analiza":[27],"el":[28,72,165],"aporte":[29,129],"inteligencia":[32,158],"artificial":[33,159],"a":[34,121],"esa":[35],"relaci\u00f3n":[36],"mediante":[37],"una":[38,180,189],"revisi\u00f3n":[39],"narrativa":[40],"cr\u00edtica":[41],"veinte":[43],"referencias":[44],"seleccionadas:":[45],"doce":[46],"investigaciones":[47],"sobre":[48,112],"petroleros,":[50],"recuperaci\u00f3n":[51,101],"materiales":[53],"o":[54],"modelaci\u00f3n":[55],"procesos,":[57],"ocho":[59],"contribuciones":[60],"metodol\u00f3gicas.":[61],"b\u00fasqueda":[63],"web":[64],"dirigida":[65],"verificaci\u00f3n":[68],"bibliogr\u00e1fica":[69],"se":[70,131],"realizaron":[71],"22":[73],"octubre":[75],"2026;":[77],"s\u00edntesis":[79],"diferenci\u00f3":[80],"evidencia":[81,187],"experimental,":[82],"desempe\u00f1o":[83,149],"predictivo":[84],"propuestas":[86],"aplicaci\u00f3n.":[88],"Los":[89,175],"trabajos":[90],"examinados":[91],"documentan":[92],"obtenci\u00f3n":[93],"aceites":[95],"pir\u00f3lisis,":[97],"adsorbentes":[98],"carbonosos":[99],"metales.":[103],"Dos":[104],"estudios":[105],"aprendizaje":[107],"autom\u00e1tico":[108],"muestran":[109],"capacidad":[110],"predictiva":[111],"pir\u00f3lisis":[114],"lodos,":[116],"aunque":[117],"sus":[118],"m\u00e9tricas":[119],"corresponden":[120],"objetivos":[122],"conjuntos":[124],"evaluaci\u00f3n":[126],"diferentes.":[127],"Como":[128],"conceptual,":[130],"propone":[132],"un":[133],"marco":[134],"que":[135,156],"integra":[136],"caracterizaci\u00f3n,":[137],"predicci\u00f3n,":[138],"selecci\u00f3n":[139],"rutas":[141],"cuatro":[143],"condiciones":[144],"aceptaci\u00f3n:":[146],"calidad,":[147],"seguridad,":[148],"ambiental":[150],"viabilidad":[152],"econ\u00f3mica.":[153],"Se":[154],"concluye":[155],"puede":[160],"orientar":[161],"valorizaci\u00f3n,":[163],"pero":[164],"alto":[166],"valor":[167],"industrial":[168,191],"requiere":[169],"demostraci\u00f3n":[170],"experimental":[171],"comercial":[173],"independiente.":[174],"antecedentes":[176],"Esmeraldas":[178],"justifican":[179],"agenda":[181],"local":[182],"validaci\u00f3n,":[184],"sin":[185],"constituir":[186],"implementaci\u00f3n":[190],"inteligente.":[192]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-11-06T00:00:00"}
