{"id":"https://openalex.org/W7166737573","doi":"https://doi.org/10.7148/2026-0039","title":"Process mining-enabled digital twins: a systematic literature review of techniques, simulation methods, and supply chain 5.0 implications","display_name":"Process mining-enabled digital twins: a systematic literature review of techniques, simulation methods, and supply chain 5.0 implications","publication_year":2026,"publication_date":"2026-06-23","ids":{"openalex":"https://openalex.org/W7166737573","doi":"https://doi.org/10.7148/2026-0039"},"language":null,"primary_location":{"id":"doi:10.7148/2026-0039","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2026-0039","pdf_url":"https://doi.org/10.7148/2026-0039","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2026 Proceedings edited by Filippo Sanfilippo, Florenc Demrozi, Fabio Sgarbossa, Mohammad Poursina","raw_type":"proceedings-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.7148/2026-0039","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002303509","display_name":"Sara Antomarioni","orcid":"https://orcid.org/0000-0001-8584-7814"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sara Antomarioni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084924575","display_name":"Virginia Fani","orcid":"https://orcid.org/0000-0003-3668-7011"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Virginia Fani","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034904796","display_name":"Laura Lucantoni","orcid":"https://orcid.org/0000-0002-1354-8310"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laura Lucantoni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095870063","display_name":"Ilaria Bucci","orcid":"https://orcid.org/0009-0003-7753-6831"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ilaria Bucci","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047834203","display_name":"Romeo Bandinelli","orcid":"https://orcid.org/0000-0002-5547-4225"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Romeo Bandinelli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5139701084","display_name":"Maurizio Bevilacqua","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maurizio Bevilacqua","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71232877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"39","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.678600013256073,"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/T10763","display_name":"Digital Transformation in Industry","score":0.678600013256073,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.19269999861717224,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.023800000548362732,"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/supply-chain","display_name":"Supply chain","score":0.7340999841690063},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6790000200271606},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5946000218391418},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5860000252723694},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5597000122070312},{"id":"https://openalex.org/keywords/petri-net","display_name":"Petri net","score":0.46799999475479126},{"id":"https://openalex.org/keywords/conformance-checking","display_name":"Conformance checking","score":0.45570001006126404},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.42649999260902405}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7340999841690063},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6790000200271606},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5946000218391418},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5860000252723694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5687000155448914},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5597000122070312},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4778999984264374},{"id":"https://openalex.org/C38677869","wikidata":"https://www.wikidata.org/wiki/Q724168","display_name":"Petri net","level":2,"score":0.46799999475479126},{"id":"https://openalex.org/C2775948798","wikidata":"https://www.wikidata.org/wiki/Q5160261","display_name":"Conformance checking","level":5,"score":0.45570001006126404},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.42649999260902405},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3865000009536743},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.36959999799728394},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.3540000021457672},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.353300005197525},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.34470000863075256},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.33079999685287476},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3253999948501587},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3116999864578247},{"id":"https://openalex.org/C44030460","wikidata":"https://www.wikidata.org/wiki/Q7663784","display_name":"Systematic process","level":3,"score":0.27630001306533813},{"id":"https://openalex.org/C199185054","wikidata":"https://www.wikidata.org/wiki/Q552299","display_name":"Chain (unit)","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C2778791037","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstract process","level":3,"score":0.2606000006198883},{"id":"https://openalex.org/C2987875673","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing process","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2551000118255615},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7148/2026-0039","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2026-0039","pdf_url":"https://doi.org/10.7148/2026-0039","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2026 Proceedings edited by Filippo Sanfilippo, Florenc Demrozi, Fabio Sgarbossa, Mohammad Poursina","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.7148/2026-0039","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2026-0039","pdf_url":"https://doi.org/10.7148/2026-0039","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2026 Proceedings edited by Filippo Sanfilippo, Florenc Demrozi, Fabio Sgarbossa, Mohammad Poursina","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6114519834518433,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166737573.pdf","grobid_xml":"https://content.openalex.org/works/W7166737573.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Digital":[0],"Twins":[1],"(DTs)":[2],"enable":[3],"real-time":[4],"monitoring":[5],"and":[6,40,65,112,124,142],"adaptive":[7],"decision-making,":[8],"yet":[9],"they":[10],"are":[11],"often":[12],"developed":[13],"through":[14],"expert-driven":[15],"approaches":[16,68],"that":[17],"only":[18],"partially":[19],"reflect":[20],"real":[21],"operations.":[22],"Process":[23,86],"Mining":[24],"(PM)":[25],"offers":[26],"an":[27],"alternative":[28],"by":[29,107],"extracting":[30],"process":[31],"knowledge":[32],"from":[33],"event":[34],"logs,":[35],"supporting":[36],"DT":[37],"creation,":[38],"validation,":[39],"continuous":[41],"updating.":[42],"Despite":[43],"growing":[44],"interest,":[45],"PM-DT":[46,126,147],"research":[47,141],"remains":[48],"fragmented.":[49],"This":[50],"Systematic":[51],"Literature":[52],"Review":[53],"(2020-2026)":[54],"examines":[55],"sectors":[56],"adopting":[57],"PM":[58,62],"for":[59,139],"DTs,":[60],"the":[61,66,74,82,89,102,131],"techniques":[63],"used,":[64],"modelling":[67,104],"combined":[69],"with":[70,79],"them.":[71],"Results":[72],"show":[73],"prevalence":[75],"of":[76,133,145],"generic":[77],"frameworks,":[78],"manufacturing":[80],"as":[81],"most":[83],"mature":[84],"field;":[85],"Discovery":[87],"is":[88,95,101],"dominating":[90],"technique,":[91],"while":[92],"Conformance":[93],"Checking":[94],"less":[96],"explored.":[97],"Discrete":[98],"Event":[99],"Simulation":[100],"main":[103],"approach,":[105],"complemented":[106],"Agent-Based":[108],"Modelling,":[109],"Petri":[110],"Nets,":[111],"System":[113],"Dynamics.":[114],"The":[115],"review":[116],"also":[117],"focuses":[118],"on":[119],"limited":[120],"supply":[121],"chain":[122],"applications":[123],"frames":[125],"contributions":[127],"in":[128],"relation":[129],"to":[130],"pillars":[132],"Supply":[134],"Chain":[135],"5.0,":[136],"highlighting":[137],"directions":[138],"future":[140],"practical":[143],"development":[144],"data-driven":[146],"integrated":[148],"systems.":[149]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-01T00:00:00"}
