{"id":"https://openalex.org/W4403447101","doi":"https://doi.org/10.1109/etfa61755.2024.10710890","title":"A Formal Model for Artificial Intelligence Applications in Automation Systems","display_name":"A Formal Model for Artificial Intelligence Applications in Automation Systems","publication_year":2024,"publication_date":"2024-09-10","ids":{"openalex":"https://openalex.org/W4403447101","doi":"https://doi.org/10.1109/etfa61755.2024.10710890"},"language":"en","primary_location":{"id":"doi:10.1109/etfa61755.2024.10710890","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa61755.2024.10710890","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)","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/A5092240665","display_name":"Marvin Schieseck","orcid":null},"institutions":[{"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"]},{"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"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marvin Schieseck","raw_affiliation_strings":["Institute of Automation Technology, Helmut-Schmidt-University / University of the Federal Armed Forces,Hamburg,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Automation Technology, Helmut-Schmidt-University / University of the Federal Armed Forces,Hamburg,Germany","institution_ids":["https://openalex.org/I190134885","https://openalex.org/I4210157642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085877932","display_name":"Philip Topalis","orcid":null},"institutions":[{"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":"Philip Topalis","raw_affiliation_strings":["Institute of Automation Technology, Helmut-Schmidt-University / University of the Federal Armed Forces,Hamburg,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Automation Technology, Helmut-Schmidt-University / University of the Federal Armed Forces,Hamburg,Germany","institution_ids":["https://openalex.org/I190134885","https://openalex.org/I4210157642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015932694","display_name":"Lasse Matthias Reinpold","orcid":"https://orcid.org/0000-0002-5294-5618"},"institutions":[{"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":"Lasse Reinpold","raw_affiliation_strings":["Institute of Automation Technology, Helmut-Schmidt-University / University of the Federal Armed Forces,Hamburg,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Automation Technology, Helmut-Schmidt-University / University of the Federal Armed Forces,Hamburg,Germany","institution_ids":["https://openalex.org/I190134885","https://openalex.org/I4210157642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097358255","display_name":"Felix Gehlhoff","orcid":null},"institutions":[{"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":"Felix Gehlhoff","raw_affiliation_strings":["Institute of Automation Technology, Helmut-Schmidt-University / University of the Federal Armed Forces,Hamburg,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Automation Technology, Helmut-Schmidt-University / University of the Federal Armed Forces,Hamburg,Germany","institution_ids":["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":["Ruhr University,Chair of Automation,Bochum,Germany"],"affiliations":[{"raw_affiliation_string":"Ruhr University,Chair of Automation,Bochum,Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5092240665"],"corresponding_institution_ids":["https://openalex.org/I190134885","https://openalex.org/I4210157642"],"apc_list":null,"apc_paid":null,"fwci":0.3701,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6585249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.8763999938964844,"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":0.8763999938964844,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.8277999758720398,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.8119000196456909,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.6961606740951538},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5897977948188782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40762168169021606},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37879228591918945},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3437265157699585},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19094592332839966}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6961606740951538},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5897977948188782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40762168169021606},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37879228591918945},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3437265157699585},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19094592332839966},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa61755.2024.10710890","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa61755.2024.10710890","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W18112494","https://openalex.org/W199607679","https://openalex.org/W224398829","https://openalex.org/W1559146946","https://openalex.org/W2011175518","https://openalex.org/W2132862423","https://openalex.org/W2171477123","https://openalex.org/W2897042519","https://openalex.org/W2974071289","https://openalex.org/W3027703089","https://openalex.org/W3100279624","https://openalex.org/W3104128335","https://openalex.org/W3111221273","https://openalex.org/W3117600974","https://openalex.org/W3130481308","https://openalex.org/W3201300627","https://openalex.org/W4220969192","https://openalex.org/W4241998919","https://openalex.org/W4285545779","https://openalex.org/W4286608200","https://openalex.org/W4287391859","https://openalex.org/W4289753531","https://openalex.org/W4296485209","https://openalex.org/W4386067147","https://openalex.org/W6687241523","https://openalex.org/W6727600010","https://openalex.org/W6749630143"],"related_works":["https://openalex.org/W4391375266","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","https://openalex.org/W4402327032"],"abstract_inverted_index":{"The":[0,73],"integration":[1],"of":[2,27,34,41,67,94,119],"Artificial":[3],"Intelligence":[4],"(AI)":[5],"into":[6],"automation":[7,42,71,81,95],"systems":[8,82,96],"has":[9],"the":[10,24,32,38,105,116],"potential":[11],"to":[12,16,61,88,101],"enhance":[13],"efficiency":[14],"and":[15,48,59,64,90,97,114],"address":[17],"currently":[18],"unsolved":[19],"existing":[20],"technical":[21],"challenges.":[22],"However,":[23],"industry-wide":[25],"adoption":[26],"AI":[28,44,68,98,120],"is":[29],"hindered":[30],"by":[31],"lack":[33],"standardized":[35],"documentation":[36,66,112],"for":[37,77],"complex":[39],"compositions":[40],"systems,":[43],"software,":[45],"production":[46],"hardware,":[47],"their":[49],"interdependencies.":[50],"This":[51],"paper":[52],"proposes":[53],"a":[54,102],"formal":[55],"model":[56,76,106],"using":[57],"standards":[58],"ontologies":[60],"provide":[62],"clear":[63],"structured":[65],"applications":[69],"in":[70,80,110,121],"systems.":[72],"proposed":[74],"information":[75],"artificial":[78],"intelligence":[79],"(AIAS)":[83],"utilizes":[84],"ontology":[85],"design":[86],"patterns":[87],"map":[89],"link":[91],"various":[92],"aspects":[93],"software.":[99],"Applied":[100],"practical":[103],"example,":[104],"demonstrates":[107],"its":[108],"effectiveness":[109],"improving":[111],"practices":[113],"aiding":[115],"sustainable":[117],"implementation":[118],"industrial":[122],"settings.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}