{"id":"https://openalex.org/W3004341893","doi":"https://doi.org/10.1109/indin41052.2019.8972017","title":"Virtual Sensor Development Based on Reduced Order Models of CFD Data","display_name":"Virtual Sensor Development Based on Reduced Order Models of CFD Data","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3004341893","doi":"https://doi.org/10.1109/indin41052.2019.8972017","mag":"3004341893"},"language":"en","primary_location":{"id":"doi:10.1109/indin41052.2019.8972017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin41052.2019.8972017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 17th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042395986","display_name":"Cristina Bengoechea-Cuadrado","orcid":"https://orcid.org/0000-0001-7307-0956"},"institutions":[{"id":"https://openalex.org/I4210150815","display_name":"Instituto Tecnol\u00f3gico de Arag\u00f3n","ror":"https://ror.org/05sep9w93","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210150815"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Cristina Bengoechea-Cuadrado","raw_affiliation_strings":["Instituto Tecnol&#x00F3;gico de Arag&#x00F3;n ITAINNOVA,Zaragoza,Spain","Instituto Tecnol\u00f3gico de Arag\u00f3n ITAINNOVA, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol&#x00F3;gico de Arag&#x00F3;n ITAINNOVA,Zaragoza,Spain","institution_ids":["https://openalex.org/I4210150815"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Arag\u00f3n ITAINNOVA, Zaragoza, Spain","institution_ids":["https://openalex.org/I4210150815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077223694","display_name":"M. Garc\u00eda-Camprub\u00ed","orcid":"https://orcid.org/0000-0001-5413-2605"},"institutions":[{"id":"https://openalex.org/I4210150815","display_name":"Instituto Tecnol\u00f3gico de Arag\u00f3n","ror":"https://ror.org/05sep9w93","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210150815"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Garc\u00eda-Camprub\u00ed","raw_affiliation_strings":["Instituto Tecnol&#x00F3;gico de Arag&#x00F3;n ITAINNOVA,Zaragoza,Spain","Instituto Tecnol\u00f3gico de Arag\u00f3n ITAINNOVA, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol&#x00F3;gico de Arag&#x00F3;n ITAINNOVA,Zaragoza,Spain","institution_ids":["https://openalex.org/I4210150815"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Arag\u00f3n ITAINNOVA, Zaragoza, Spain","institution_ids":["https://openalex.org/I4210150815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013946204","display_name":"V. Zambrano","orcid":"https://orcid.org/0000-0001-6213-8126"},"institutions":[{"id":"https://openalex.org/I4210150815","display_name":"Instituto Tecnol\u00f3gico de Arag\u00f3n","ror":"https://ror.org/05sep9w93","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210150815"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Valentina Zambrano","raw_affiliation_strings":["Instituto Tecnol&#x00F3;gico de Arag&#x00F3;n ITAINNOVA,Zaragoza,Spain","Instituto Tecnol\u00f3gico de Arag\u00f3n ITAINNOVA, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol&#x00F3;gico de Arag&#x00F3;n ITAINNOVA,Zaragoza,Spain","institution_ids":["https://openalex.org/I4210150815"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Arag\u00f3n ITAINNOVA, Zaragoza, Spain","institution_ids":["https://openalex.org/I4210150815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089728824","display_name":"Fran\u00e7ois Mazuel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133574","display_name":"Elveflow (France)","ror":"https://ror.org/03cgw6h63","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210133574"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Francois Mazuel","raw_affiliation_strings":["Elvesys,Paris,France","Elvesys, Paris, France"],"affiliations":[{"raw_affiliation_string":"Elvesys,Paris,France","institution_ids":["https://openalex.org/I4210133574"]},{"raw_affiliation_string":"Elvesys, Paris, France","institution_ids":["https://openalex.org/I4210133574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030652889","display_name":"Salvador Izquierdo","orcid":"https://orcid.org/0000-0001-6906-9143"},"institutions":[{"id":"https://openalex.org/I4210150815","display_name":"Instituto Tecnol\u00f3gico de Arag\u00f3n","ror":"https://ror.org/05sep9w93","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210150815"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Salvador Izquierdo","raw_affiliation_strings":["Instituto Tecnol&#x00F3;gico de Arag&#x00F3;n ITAINNOVA,Zaragoza,Spain","Instituto Tecnol\u00f3gico de Arag\u00f3n ITAINNOVA, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol&#x00F3;gico de Arag&#x00F3;n ITAINNOVA,Zaragoza,Spain","institution_ids":["https://openalex.org/I4210150815"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Arag\u00f3n ITAINNOVA, Zaragoza, Spain","institution_ids":["https://openalex.org/I4210150815"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042395986"],"corresponding_institution_ids":["https://openalex.org/I4210150815"],"apc_list":null,"apc_paid":null,"fwci":0.0978,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.46028239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1644","last_page":"1648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10412","display_name":"Microfluidic and Capillary Electrophoresis Applications","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10412","display_name":"Microfluidic and Capillary Electrophoresis Applications","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10998","display_name":"Heat Transfer and Optimization","score":0.9799000024795532,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6430867910385132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.640681266784668},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5980719327926636},{"id":"https://openalex.org/keywords/virtual-prototyping","display_name":"Virtual prototyping","score":0.5557924509048462},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5262008309364319},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4809652864933014},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.46029457449913025},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.4145733714103699},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3500986695289612},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.34549444913864136},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3253780007362366},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2797507047653198},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.15218672156333923}],"concepts":[{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6430867910385132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.640681266784668},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5980719327926636},{"id":"https://openalex.org/C2780991453","wikidata":"https://www.wikidata.org/wiki/Q3408177","display_name":"Virtual prototyping","level":2,"score":0.5557924509048462},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5262008309364319},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4809652864933014},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.46029457449913025},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.4145733714103699},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3500986695289612},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.34549444913864136},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3253780007362366},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2797507047653198},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.15218672156333923},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin41052.2019.8972017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin41052.2019.8972017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 17th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W55912154","https://openalex.org/W2003645150","https://openalex.org/W2079518405","https://openalex.org/W2159109921","https://openalex.org/W2168464387","https://openalex.org/W2540224322","https://openalex.org/W2782697805","https://openalex.org/W2788805965","https://openalex.org/W2801934051","https://openalex.org/W2808353230","https://openalex.org/W2891488123","https://openalex.org/W2905077510","https://openalex.org/W2909659494","https://openalex.org/W2939398318","https://openalex.org/W6761571702"],"related_works":["https://openalex.org/W2108595774","https://openalex.org/W1518989650","https://openalex.org/W2374116733","https://openalex.org/W1506282065","https://openalex.org/W87991986","https://openalex.org/W2366230866","https://openalex.org/W3023139091","https://openalex.org/W3021312532","https://openalex.org/W4205315295","https://openalex.org/W2115743045"],"abstract_inverted_index":{"Manufacturing":[0],"industry":[1],"is":[2,28,52,85,113,166,172,227],"facing":[3],"the":[4,10,15,20,32,69,90,94,121,125,137,150,154,161,169,176,195,205,209,215,224,233],"challenge":[5],"to":[6,43,67,152,231],"cope":[7],"simultaneously":[8],"with":[9],"high":[11,21],"demanding":[12],"trends":[13],"of":[14,29,34,71,89,96,149,199,228,237],"market":[16],"(i.e.":[17],"personalization)":[18],"and":[19,40,46,105,141,157,197,235],"quality":[22],"standards.":[23],"In":[24,56,75],"this":[25,76],"context,":[26],"it":[27],"utmost":[30],"importance":[31],"implementation":[33],"zero-defect":[35],"strategies":[36],"relying":[37],"on":[38,93,208],"sensing":[39,51],"control":[41,73,126,156,234],"systems":[42],"improve":[44,153,232],"automation":[45],"minimize":[47],"failures.":[48],"Non-invasive":[49],"physical":[50,142],"not":[53],"always":[54],"feasible.":[55],"those":[57],"cases,":[58],"virtual":[59,83,140,170,189,225],"sensors":[60,84,143],"may":[61],"stand":[62],"for":[63,81],"a":[64,78,114,146,163,183,200,239],"great":[65,229],"tool":[66],"support":[68],"development":[70],"enhanced":[72],"systems.":[74],"work,":[77],"new":[79],"methodology":[80,91],"building":[82],"presented.":[86],"The":[87,111,187,218],"novelty":[88],"relies":[92],"coupling":[95,138],"two":[97],"modeling":[98],"techniques:":[99],"detailed":[100],"computer-aided":[101],"engineering":[102],"(CAE)":[103],"simulations":[104],"model":[106,117],"order":[107],"reduction":[108],"(MOR)":[109],"techniques.":[110],"result":[112],"realtime":[115],"simulation":[116],"that":[118],"can":[119,144,191],"provide":[120,145],"variables":[122],"required":[123],"by":[124,223],"system,":[127],"using":[128],"other":[129],"available":[130],"data":[131],"(physically":[132],"sensed)":[133],"as":[134],"input.":[135],"Hence,":[136],"between":[139],"richer":[147],"description":[148],"process":[151,155],"performance.":[158],"To":[159],"demonstrate":[160],"methodology,":[162],"case":[164],"study":[165],"presented,":[167],"where":[168],"sensor":[171,190,226],"aimed":[173],"at":[174,214],"defining":[175],"flow":[177,211],"pattern":[178],"(fluid":[179],"interface":[180,203,219],"position)":[181],"within":[182],"flow-focusing":[184],"microfluidic":[185,240],"device.":[186],"resulting":[188],"predict":[192],"in":[193],"real-time":[194],"shape":[196],"location":[198],"multiphase":[201],"fluid":[202],"inside":[204],"microchip,":[206],"based":[207],"volumetric":[210],"rates":[212],"measured":[213],"chip":[216],"inlets.":[217],"position":[220],"monitoring":[221],"provided":[222],"relevance":[230],"performance":[236],"such":[238],"system.":[241]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
