{"id":"https://openalex.org/W2897583893","doi":"https://doi.org/10.1515/auto-2018-0046","title":"Using model differencing to reason about observable behavior changes of manufacturing systems","display_name":"Using model differencing to reason about observable behavior changes of manufacturing systems","publication_year":2018,"publication_date":"2018-10-17","ids":{"openalex":"https://openalex.org/W2897583893","doi":"https://doi.org/10.1515/auto-2018-0046","mag":"2897583893"},"language":"en","primary_location":{"id":"doi:10.1515/auto-2018-0046","is_oa":false,"landing_page_url":"https://doi.org/10.1515/auto-2018-0046","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/A5103162750","display_name":"Christopher Pietsch","orcid":"https://orcid.org/0000-0002-3413-0810"},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christopher Pietsch","raw_affiliation_strings":["Software Engineering Group , University of Siegen , H\u00f6lderlinstra\u00dfe 3 , 57068 Siegen , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Group , University of Siegen , H\u00f6lderlinstra\u00dfe 3 , 57068 Siegen , Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012762940","display_name":"Udo Kelter","orcid":"https://orcid.org/0000-0003-2052-4912"},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Udo Kelter","raw_affiliation_strings":["Software Engineering Group , University of Siegen , H\u00f6lderlinstra\u00dfe 3 , 57068 Siegen , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Group , University of Siegen , H\u00f6lderlinstra\u00dfe 3 , 57068 Siegen , Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029227321","display_name":"Christopher Haubeck","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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christopher Haubeck","raw_affiliation_strings":["Distributed Systems and Information Systems , University of Hamburg , Vogt-K\u00f6lln-Stra\u00dfe 30 , 22527 Hamburg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed Systems and Information Systems , University of Hamburg , Vogt-K\u00f6lln-Stra\u00dfe 30 , 22527 Hamburg , Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087564248","display_name":"Winfried Lamersdorf","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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Winfried Lamersdorf","raw_affiliation_strings":["Distributed Systems and Information Systems , University of Hamburg , Vogt-K\u00f6lln-Stra\u00dfe 30 , 22527 Hamburg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed Systems and Information Systems , University of Hamburg , Vogt-K\u00f6lln-Stra\u00dfe 30 , 22527 Hamburg , Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027723070","display_name":"Abhishek Chakraborty","orcid":"https://orcid.org/0000-0001-9531-6419"},"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Abhishek Chakraborty","raw_affiliation_strings":["Automation Technology Institute , Helmut-Schmidt-University , Holstenhofweg 85 , 22043 Hamburg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automation Technology Institute , Helmut-Schmidt-University , Holstenhofweg 85 , 22043 Hamburg , Germany","institution_ids":["https://openalex.org/I190134885"]}]},{"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/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":"Alexander Fay","raw_affiliation_strings":["Automation Technology Institute , Helmut-Schmidt-University , Holstenhofweg 85 , 22043 Hamburg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automation Technology Institute , Helmut-Schmidt-University , Holstenhofweg 85 , 22043 Hamburg , Germany","institution_ids":["https://openalex.org/I190134885"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016841027"],"corresponding_institution_ids":["https://openalex.org/I190134885"],"apc_list":null,"apc_paid":null,"fwci":0.4866,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72980842,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"66","issue":"10","first_page":"795","last_page":"805"},"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9962999820709229,"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/T11729","display_name":"Product Development and Customization","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/observable","display_name":"Observable","score":0.8080756664276123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5493627190589905},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3687847852706909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3344111144542694},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.32916635274887085},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2542065680027008}],"concepts":[{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.8080756664276123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5493627190589905},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3687847852706909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3344111144542694},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.32916635274887085},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2542065680027008},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/auto-2018-0046","is_oa":false,"landing_page_url":"https://doi.org/10.1515/auto-2018-0046","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":[{"id":"https://openalex.org/G5222677972","display_name":null,"funder_award_id":"FA853/6-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1551783673","https://openalex.org/W1620030439","https://openalex.org/W1640728868","https://openalex.org/W1938547391","https://openalex.org/W1964840232","https://openalex.org/W1995306596","https://openalex.org/W2007820106","https://openalex.org/W2013896466","https://openalex.org/W2027185189","https://openalex.org/W2036417954","https://openalex.org/W2039568215","https://openalex.org/W2069435532","https://openalex.org/W2071476663","https://openalex.org/W2091857039","https://openalex.org/W2104718836","https://openalex.org/W2120256779","https://openalex.org/W2148895804","https://openalex.org/W2269370977","https://openalex.org/W2396381190","https://openalex.org/W2462926658","https://openalex.org/W2749779701","https://openalex.org/W2891611129","https://openalex.org/W4241073061"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1994680671","https://openalex.org/W2000283393","https://openalex.org/W2002320543","https://openalex.org/W2150232912","https://openalex.org/W2054940838","https://openalex.org/W2061947244","https://openalex.org/W4321855183","https://openalex.org/W15793755","https://openalex.org/W3106170641"],"abstract_inverted_index":{"Abstract":[0],"Understanding":[1],"changes":[2,27,42],"in":[3,32,55],"a":[4,19,60],"manufacturing":[5],"system":[6,36],"is":[7],"of":[8,35],"utmost":[9],"importance":[10],"to":[11],"effectively":[12],"manage":[13],"its":[14],"evolution.":[15],"This":[16,53],"article":[17],"proposes":[18],"pattern-based":[20],"approach":[21],"for":[22],"capturing":[23],"and":[24,38],"describing":[25],"behavioral":[26],"by":[28],"integrating":[29],"recent":[30],"advantages":[31],"the":[33],"fields":[34],"monitoring":[37],"model":[39,47,51],"differencing.":[40],"Observed":[41],"are":[43],"described":[44],"as":[45],"lifted":[46],"differences":[48],"between":[49],"two":[50],"versions.":[52],"helps":[54],"explaining":[56],"observable":[57],"evolution":[58],"with":[59],"change-first":[61],"approach.":[62]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}