{"id":"https://openalex.org/W4379983503","doi":"https://doi.org/10.1109/icit58465.2023.10143087","title":"Artificial Intelligence Data-Driven Petri nets Approach for Virtualizing Digital Twins","display_name":"Artificial Intelligence Data-Driven Petri nets Approach for Virtualizing Digital Twins","publication_year":2023,"publication_date":"2023-04-04","ids":{"openalex":"https://openalex.org/W4379983503","doi":"https://doi.org/10.1109/icit58465.2023.10143087"},"language":"en","primary_location":{"id":"doi:10.1109/icit58465.2023.10143087","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icit58465.2023.10143087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Technology (ICIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10198/29146","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032357840","display_name":"Alexandre O. J\u00fanior","orcid":"https://orcid.org/0000-0002-7009-3965"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alexandre Oliveira J\u00fanior","raw_affiliation_strings":["Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Politécnico de Bragança,Bragança,Portugal,5300-253"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Politécnico de Bragança,Bragança,Portugal,5300-253","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088415997","display_name":"Jos\u00e9 Luis Calvo\u2010Rolle","orcid":"https://orcid.org/0000-0002-2333-8405"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9-Luis Calvo-Rolle","raw_affiliation_strings":["University of A Coruña,Department of Industrial Engineering,Ferrol,A Coru\u00f1a,Spain,15405"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of A Coruña,Department of Industrial Engineering,Ferrol,A Coru\u00f1a,Spain,15405","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090724883","display_name":"Paulo Leit\u00e3o","orcid":"https://orcid.org/0000-0002-2151-7944"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paulo Leit\u00e3o","raw_affiliation_strings":["Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Politécnico de Bragança,Bragança,Portugal,5300-253"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Politécnico de Bragança,Bragança,Portugal,5300-253","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5643,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7202781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T11125","display_name":"Petri Nets in System Modeling","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8234316110610962},{"id":"https://openalex.org/keywords/petri-net","display_name":"Petri net","score":0.6697058081626892},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.444114089012146},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.44295579195022583},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.401826947927475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38348934054374695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32707273960113525},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.23584699630737305}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8234316110610962},{"id":"https://openalex.org/C38677869","wikidata":"https://www.wikidata.org/wiki/Q724168","display_name":"Petri net","level":2,"score":0.6697058081626892},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.444114089012146},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.44295579195022583},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.401826947927475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38348934054374695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32707273960113525},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.23584699630737305},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icit58465.2023.10143087","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icit58465.2023.10143087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Technology (ICIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:bibliotecadigital.ipb.pt:10198/29146","is_oa":true,"landing_page_url":"http://hdl.handle.net/10198/29146","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:bibliotecadigital.ipb.pt:10198/29146","is_oa":true,"landing_page_url":"http://hdl.handle.net/10198/29146","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6499999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1996109622","https://openalex.org/W2027703660","https://openalex.org/W2140695109","https://openalex.org/W2158814988","https://openalex.org/W2474294994","https://openalex.org/W2482127302","https://openalex.org/W2571119887","https://openalex.org/W2761114781","https://openalex.org/W2793445666","https://openalex.org/W2945896936","https://openalex.org/W2953574276","https://openalex.org/W3003709482","https://openalex.org/W3089161682","https://openalex.org/W3108299203","https://openalex.org/W3173460341","https://openalex.org/W4200612054","https://openalex.org/W4285098908","https://openalex.org/W4285814173","https://openalex.org/W4292862923","https://openalex.org/W4306835686","https://openalex.org/W6631898500","https://openalex.org/W6960082568"],"related_works":["https://openalex.org/W1551257573","https://openalex.org/W4230983483","https://openalex.org/W1980200158","https://openalex.org/W2154794415","https://openalex.org/W2132799268","https://openalex.org/W2285033125","https://openalex.org/W2124901174","https://openalex.org/W2119655921","https://openalex.org/W2109094990","https://openalex.org/W1776999661"],"abstract_inverted_index":{"Virtualization":[0],"is":[1,48],"one":[2],"key":[3],"design":[4],"principle":[5],"in":[6,21,60,79,117,129,141],"Industry":[7],"4.0,":[8],"with":[9],"the":[10,15,22,33,56,61,100,106,123,126,130,134,142],"modeling":[11],"and":[12,54,110,133],"simulation":[13,104],"of":[14,71,102,136],"physical":[16,57,143],"assets":[17],"playing":[18],"crucial":[19],"roles":[20],"Digital":[23,62,131],"Twin":[24,132],"context.":[25],"Different":[26],"approaches":[27],"can":[28],"be":[29,139],"used":[30],"to":[31,41,52,95,98,138,145],"implement":[32],"virtual":[34],"asset":[35,58,144],"models,":[36],"ranging":[37],"from":[38],"simple":[39],"equations":[40],"complex":[42],"mathematical":[43,75],"models.":[44],"Petri":[45,85],"nets":[46,86],"formalism":[47],"a":[49,84],"suitable":[50],"approach":[51,114],"model":[53],"simulate":[55],"operation":[59],"context,":[63],"particularly":[64],"those":[65],"that":[66],"are":[67],"event-driven,":[68],"taking":[69],"advantage":[70],"its":[72,147],"inherent":[73],"robust":[74],"foundation.":[76],"Having":[77],"this":[78,81],"mind,":[80],"paper":[82],"proposes":[83],"approach,":[87],"which":[88],"considers":[89],"Artificial":[90],"Intelligent":[91],"data-driven":[92],"analytics":[93],"associated":[94],"timed":[96],"transitions":[97],"support":[99],"execution":[101],"what-if":[103],"aiming":[105],"monitoring,":[107],"diagnosis,":[108],"prediction,":[109],"optimization.":[111],"The":[112],"proposed":[113],"was":[115],"tested":[116],"an":[118],"experimental":[119],"punching":[120],"machine,":[121],"allowing":[122],"early":[124],"identification":[125],"performance":[127],"degradation":[128],"selection":[135],"actions":[137],"implemented":[140],"improve":[146],"operation.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}