{"id":"https://openalex.org/W4404627990","doi":"https://doi.org/10.1109/access.2024.3504724","title":"Food Cooking Process Modeling With Neural Networks","display_name":"Food Cooking Process Modeling With Neural Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404627990","doi":"https://doi.org/10.1109/access.2024.3504724"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3504724","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3504724","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3504724","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114754679","display_name":"Javier Fa\u00f1an\u00e1s-Anaya","orcid":"https://orcid.org/0009-0001-9216-869X"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Fa\u00f1an\u00e1s-Anaya","raw_affiliation_strings":["Instituto de Investigaci&#x00F3;n en Ingenier&#x00ED;a de Arag&#x00F3;n (I3A), Universidad de Zaragoza, Zaragoza, Spain"],"raw_orcid":"https://orcid.org/0009-0001-9216-869X","affiliations":[{"raw_affiliation_string":"Instituto de Investigaci&#x00F3;n en Ingenier&#x00ED;a de Arag&#x00F3;n (I3A), Universidad de Zaragoza, Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077412220","display_name":"Gonzalo L\u00f3pez\u2010Nicol\u00e1s","orcid":"https://orcid.org/0000-0001-9347-5969"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gonzalo L\u00f3pez-Nicol\u00e1s","raw_affiliation_strings":["Instituto de Investigaci&#x00F3;n en Ingenier&#x00ED;a de Arag&#x00F3;n (I3A), Universidad de Zaragoza, Zaragoza, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9347-5969","affiliations":[{"raw_affiliation_string":"Instituto de Investigaci&#x00F3;n en Ingenier&#x00ED;a de Arag&#x00F3;n (I3A), Universidad de Zaragoza, Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052842220","display_name":"Carlos Sag\u00fc\u00e9s","orcid":"https://orcid.org/0000-0002-3032-954X"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Sag\u00fc\u00e9s","raw_affiliation_strings":["Instituto de Investigaci&#x00F3;n en Ingenier&#x00ED;a de Arag&#x00F3;n (I3A), Universidad de Zaragoza, Zaragoza, Spain"],"raw_orcid":"https://orcid.org/0000-0002-3032-954X","affiliations":[{"raw_affiliation_string":"Instituto de Investigaci&#x00F3;n en Ingenier&#x00ED;a de Arag&#x00F3;n (I3A), Universidad de Zaragoza, Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031968717","display_name":"Sergio Llorente","orcid":"https://orcid.org/0000-0003-4609-1254"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sergio Llorente","raw_affiliation_strings":["Research and Development Department, Induction Technology, Product Division Cookers, BSH Home Appliances Group, Zaragoza, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4609-1254","affiliations":[{"raw_affiliation_string":"Research and Development Department, Induction Technology, Product Division Cookers, BSH Home Appliances Group, Zaragoza, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.823,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74640635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"175866","last_page":"175881"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14010","display_name":"Food Industry and Aquatic Biology","score":0.40299999713897705,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T14010","display_name":"Food Industry and Aquatic Biology","score":0.40299999713897705,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T12486","display_name":"Food Supply Chain Traceability","score":0.3564000129699707,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6508582830429077},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6331783533096313},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5865640044212341},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3227168917655945}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6508582830429077},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6331783533096313},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5865640044212341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3227168917655945},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2024.3504724","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3504724","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:zaguan.unizar.es:148069","is_oa":true,"landing_page_url":"http://zaguan.unizar.es/record/148069","pdf_url":"https://zaguan.unizar.es/record/148069/files/texto_completo.pdf","source":{"id":"https://openalex.org/S4306401812","display_name":"Zaguan (University of Zaragoza Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I255234318","host_organization_name":"Universidad de Zaragoza","host_organization_lineage":["https://openalex.org/I255234318"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:90bb185b379b408dab14a625c509f705","is_oa":true,"landing_page_url":"https://doaj.org/article/90bb185b379b408dab14a625c509f705","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,"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":"IEEE Access, Vol 12, Pp 175866-175881 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3504724","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3504724","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.7799999713897705}],"awards":[{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5781010941","display_name":null,"funder_award_id":"TED2021-130224B-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5910309283","display_name":null,"funder_award_id":"CPP2021-008938","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8787781750","display_name":null,"funder_award_id":"PID2021-124137OB-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1069370512","https://openalex.org/W2014381539","https://openalex.org/W2016589492","https://openalex.org/W2075187807","https://openalex.org/W2103452139","https://openalex.org/W2138484437","https://openalex.org/W2148093601","https://openalex.org/W2171800554","https://openalex.org/W2281096776","https://openalex.org/W2290365611","https://openalex.org/W2526364282","https://openalex.org/W2905671087","https://openalex.org/W2963121266","https://openalex.org/W2963753542","https://openalex.org/W2971724044","https://openalex.org/W2995010463","https://openalex.org/W2998993395","https://openalex.org/W3012070559","https://openalex.org/W3040211378","https://openalex.org/W3045666197","https://openalex.org/W3049575128","https://openalex.org/W3090417167","https://openalex.org/W3093838722","https://openalex.org/W3107035921","https://openalex.org/W3111121254","https://openalex.org/W3155907534","https://openalex.org/W3196222124","https://openalex.org/W3206306414","https://openalex.org/W3210653644","https://openalex.org/W4210725949","https://openalex.org/W4221107806","https://openalex.org/W4254751698","https://openalex.org/W4282918125","https://openalex.org/W4295136072","https://openalex.org/W4296112396","https://openalex.org/W4304693425","https://openalex.org/W4312567818","https://openalex.org/W4312959094","https://openalex.org/W4312974793","https://openalex.org/W4367666470","https://openalex.org/W4383199543","https://openalex.org/W4385972718","https://openalex.org/W4386569785","https://openalex.org/W4391019936","https://openalex.org/W6631190155","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Food":[0],"cooking":[1,175,220],"process":[2],"are":[3],"complex":[4],"dynamical":[5,87,227],"systems":[6,228],"to":[7,82,96,102,160,171,214,225],"model.":[8,109,164],"In":[9],"the":[10,13,83,103,106,114,126,130,135,145,161,166,173,177,184],"state":[11],"of":[12,22,85,105,121,142,154,157,176,186,217],"art":[14],"we":[15,49,59,75],"find":[16],"that":[17,74],"a":[18,35,61,77,90,93,98,152,180],"good":[19],"solution":[20],"consists":[21],"physics-based":[23],"finite":[24],"element":[25],"models":[26],"(FEM).":[27],"FEM":[28,56,108,163],"models,":[29],"although":[30],"being":[31],"very":[32],"accurate,":[33],"have":[34],"high":[36],"computational":[37],"cost":[38],"making":[39],"them":[40],"unfeasible":[41],"for":[42],"real-time":[43,86],"applications.":[44],"To":[45],"solve":[46],"this":[47],"problem,":[48],"consider":[50],"neural":[51],"networks":[52],"(NN)":[53],"trained":[54,112,133],"from":[55],"simulations.":[57],"Specifically,":[58],"propose":[60],"Nonlinear":[62],"AutoRegressive":[63],"with":[64,92,113,134,199,202],"eXogenous":[65],"inputs":[66],"Neural":[67],"Network":[68],"(NARX-NN).":[69],"The":[70,110,148,204],"main":[71],"novelty":[72],"is":[73,169,207],"define":[76],"novel":[78],"training":[79,116,137],"algorithm":[80,117,138],"adapted":[81,213],"modeling":[84],"systems,":[88],"allowing":[89],"NARX-NN":[91,111,132,150],"simple":[94],"structure":[95],"obtain":[97],"negligible":[99],"error":[100],"compared":[101,159],"results":[104],"original":[107,162],"proposed":[115,149],"obtains":[118,139],"an":[119,140],"R-squared":[120,141],"more":[122],"than":[123],"0.99":[124],"in":[125,144,179,196,229],"test":[127],"simulations,":[128],"while":[129],"same":[131,146],"standard":[136],"0.78":[143],"tests.":[147],"achieves":[151],"speedup":[153],"8":[155],"orders":[156],"magnitude":[158],"Moreover,":[165],"developed":[167],"NN":[168],"able":[170],"predict":[172],"complete":[174],"food":[178,218],"few":[181],"milliseconds":[182],"without":[183],"need":[185],"external":[187],"sensors.":[188,203],"Alternatively,":[189],"our":[190],"approach":[191],"can":[192],"also":[193],"be":[194,212],"used":[195],"real":[197],"time":[198],"information":[200],"captured":[201],"presented":[205],"methodology":[206],"highly":[208],"scalable":[209],"and":[210,219],"could":[211],"different":[215],"types":[216],"processes,":[221],"as":[222,224],"well":[223],"other":[226],"general.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
