{"id":"https://openalex.org/W4403242615","doi":"https://doi.org/10.1515/auto-2023-0224","title":"Timed Automata und zeitliche Anomalien in Wissensgraphen von automatisierten Produktionsanlagen","display_name":"Timed Automata und zeitliche Anomalien in Wissensgraphen von automatisierten Produktionsanlagen","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403242615","doi":"https://doi.org/10.1515/auto-2023-0224"},"language":"de","primary_location":{"id":"doi:10.1515/auto-2023-0224","is_oa":false,"landing_page_url":"https://doi.org/10.1515/auto-2023-0224","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-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/A5078130599","display_name":"Tom Westermann","orcid":null},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I190134885","display_name":"Helmut Schmidt University","ror":"https://ror.org/04e8jbs38","country_code":"DE","type":"education","lineage":["https://openalex.org/I190134885"]},{"id":"https://openalex.org/I4210157642","display_name":"Institute of Automation","ror":"https://ror.org/056qj1t15","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210157642","https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tom Westermann","raw_affiliation_strings":["Institut f\u00fcr Automatisierungstechnik , Helmut-Schmidt-Universit\u00e4t , Hamburg , Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Automatisierungstechnik , Helmut-Schmidt-Universit\u00e4t , Hamburg , Deutschland","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I190134885","https://openalex.org/I4210157642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085879703","display_name":"Milapji Singh Gill","orcid":"https://orcid.org/0009-0001-9022-8943"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I190134885","display_name":"Helmut Schmidt University","ror":"https://ror.org/04e8jbs38","country_code":"DE","type":"education","lineage":["https://openalex.org/I190134885"]},{"id":"https://openalex.org/I4210157642","display_name":"Institute of Automation","ror":"https://ror.org/056qj1t15","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210157642","https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Milapji Singh Gill","raw_affiliation_strings":["Institut f\u00fcr Automatisierungstechnik , Helmut-Schmidt-Universit\u00e4t , Hamburg , Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Automatisierungstechnik , Helmut-Schmidt-Universit\u00e4t , Hamburg , Deutschland","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I190134885","https://openalex.org/I4210157642"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016841027","display_name":"Alexander Fay","orcid":"https://orcid.org/0000-0002-1922-654X"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Fay","raw_affiliation_strings":["Lehrstuhl f\u00fcr Automatisierungstechnik , Ruhr-Universit\u00e4t Bochum , Bochum , Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lehrstuhl f\u00fcr Automatisierungstechnik , Ruhr-Universit\u00e4t Bochum , Bochum , Deutschland","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078130599"],"corresponding_institution_ids":["https://openalex.org/I159176309","https://openalex.org/I190134885","https://openalex.org/I4210157642"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21716016,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"72","issue":"10","first_page":"896","last_page":"905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9876999855041504,"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"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9872000217437744,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.5160038471221924},{"id":"https://openalex.org/keywords/gynecology","display_name":"Gynecology","score":0.4830206334590912},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.38913410902023315},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12173864245414734}],"concepts":[{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5160038471221924},{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.4830206334590912},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.38913410902023315},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12173864245414734}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/auto-2023-0224","is_oa":false,"landing_page_url":"https://doi.org/10.1515/auto-2023-0224","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2020851875","https://openalex.org/W2101508170","https://openalex.org/W2147941026","https://openalex.org/W2169239645","https://openalex.org/W2215414066","https://openalex.org/W2295890767","https://openalex.org/W2299775049","https://openalex.org/W2403264072","https://openalex.org/W2406562161","https://openalex.org/W2497722157","https://openalex.org/W2889161681","https://openalex.org/W2904078839","https://openalex.org/W2904495338","https://openalex.org/W2907996754","https://openalex.org/W3027703089","https://openalex.org/W3047585594","https://openalex.org/W3049725509","https://openalex.org/W3091798334","https://openalex.org/W3099478832","https://openalex.org/W3195113251","https://openalex.org/W4307539665","https://openalex.org/W4312699559","https://openalex.org/W4387583537","https://openalex.org/W4391930230"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2912137438","https://openalex.org/W2803307177","https://openalex.org/W1494974852","https://openalex.org/W1608536533","https://openalex.org/W1030430500","https://openalex.org/W2346533055","https://openalex.org/W3214635344","https://openalex.org/W3166162583"],"abstract_inverted_index":{"Zusammenfassung":[0],"Die":[1,52],"modellbasierte":[2,74],"Identifikation":[3],"von":[4],"Anomalien":[5,103,123,154],"ist":[6,33],"ein":[7,29],"weit":[8],"verbreiteter":[9],"Ansatz,":[10],"um":[11,112],"Abweichungen":[12],"vom":[13],"erwarteten":[14],"Verhalten":[15],"eines":[16],"Cyber-Physical":[17],"Production":[18],"Systems":[19],"(CPPS)":[20],"zu":[21,39,78,124],"erkennen.":[22],"Da":[23],"die":[24,73,101,129,151],"manuelle":[25],"Erstellung":[26],"dieser":[27],"Modelle":[28],"zeitaufw\u00e4ndiger":[30],"Prozess":[31],"ist,":[32],"es":[34],"vorteilhaft,":[35],"sie":[36],"aus":[37],"Daten":[38],"lernen":[40],"und":[41,56,120,136,155],"in":[42,76,107],"einem":[43,86],"generischen":[44],"Formalismus":[45],"wie":[46],"z.":[47],"B.":[48],"Timed":[49,83],"Automata":[50],"darzustellen.":[51],"Interpretation":[53,117],"solcher":[54],"Modelle,":[55],"somit":[57],"auch":[58,100],"der":[59,81,121,133,153],"identifizierten":[60,102,122],"Anomalien,":[61],"wird":[62],"jedoch":[63],"aufgrund":[64],"fehlender":[65],"Kontextinformationen":[66],"erschwert.":[67],"Dieser":[68],"Beitrag":[69],"zielt":[70],"darauf":[71],"ab,":[72],"Anomalieerkennung":[75],"CPPS":[77],"verbessern,":[79],"indem":[80],"gelernte":[82],"Automaton":[84],"mit":[85,104],"formalen":[87],"Wissensgraphen":[88,161],"\u00fcber":[89],"das":[90,97],"System":[91],"kombiniert":[92],"wird.":[93],"Hierdurch":[94],"werden":[95,163],"sowohl":[96],"Modell":[98],"als":[99],"eindeutiger":[105],"Semantik":[106],"einer":[108,142],"gemeinsamen":[109],"Wissensbasis":[110],"beschrieben,":[111],"den":[113,159],"Anlagenbetreibern":[114],"eine":[115,131],"einfachere":[116],"des":[118,156],"Modells":[119],"erm\u00f6glichen.":[125],"Dar\u00fcber":[126],"hinaus":[127],"pr\u00e4sentieren":[128],"Autoren":[130],"Ontologie":[132],"erforderlichen":[134],"Konzepte":[135],"Beziehungen.":[137],"Der":[138],"Ansatz":[139],"wurde":[140],"an":[141],"prozesstechnischen":[143],"Mischanlage":[144],"validiert.":[145],"Es":[146],"konnte":[147],"gezeigt":[148],"werden,":[149],"dass":[150],"Interpretierbarkeit":[152],"Automatenmodells":[157],"durch":[158],"generierten":[160],"gesteigert":[162],"konnte.":[164]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}