{"id":"https://openalex.org/W4394581965","doi":"https://doi.org/10.1515/auto-2023-0180","title":"Exploring challenges of alarm root-cause analysis across varying production process types","display_name":"Exploring challenges of alarm root-cause analysis across varying production process types","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4394581965","doi":"https://doi.org/10.1515/auto-2023-0180"},"language":"en","primary_location":{"id":"doi:10.1515/auto-2023-0180","is_oa":true,"landing_page_url":"https://doi.org/10.1515/auto-2023-0180","pdf_url":"https://www.degruyter.com/document/doi/10.1515/auto-2023-0180/pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://www.degruyter.com/document/doi/10.1515/auto-2023-0180/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071323487","display_name":"Birgit Vogel\u2010Heuser","orcid":"https://orcid.org/0000-0003-2785-8819"},"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/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Birgit Vogel-Heuser","raw_affiliation_strings":["Core Member of MDSI and Lead of Sector Work of MIRMI, Technical University of Munich , Munich , Germany","Institute of Automation and Information Systems, Department of Mechanical Engineering, TUM School of Engineering and Design, Technical University of Munich , Boltzmannstr. 15, 85748 Garching , Germany","Munich Institute of Integrated Materials, Energy and Process Engineering, Technical University of Munich , Garching , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Core Member of MDSI and Lead of Sector Work of MIRMI, Technical University of Munich , Munich , Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Institute of Automation and Information Systems, Department of Mechanical Engineering, TUM School of Engineering and Design, Technical University of Munich , Boltzmannstr. 15, 85748 Garching , Germany","institution_ids":["https://openalex.org/I4210157642","https://openalex.org/I62916508"]},{"raw_affiliation_string":"Munich Institute of Integrated Materials, Energy and Process Engineering, Technical University of Munich , Garching , Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","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"]},{"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":"Alexander Fay","raw_affiliation_strings":["Institute of Automation Technology, Helmut Schmidt University , Holstenhofweg 85, 22043 Hamburg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation Technology, Helmut Schmidt University , Holstenhofweg 85, 22043 Hamburg , Germany","institution_ids":["https://openalex.org/I190134885","https://openalex.org/I4210157642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076594099","display_name":"Bernhard Rupprecht","orcid":"https://orcid.org/0000-0002-4042-0726"},"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/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bernhard Rupprecht","raw_affiliation_strings":["Institute of Automation and Information Systems, Department of Mechanical Engineering, TUM School of Engineering and Design, Technical University of Munich , Boltzmannstr. 15, 85748 Garching , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation and Information Systems, Department of Mechanical Engineering, TUM School of Engineering and Design, Technical University of Munich , Boltzmannstr. 15, 85748 Garching , Germany","institution_ids":["https://openalex.org/I4210157642","https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093952790","display_name":"Franz C. Kunze","orcid":"https://orcid.org/0000-0003-4344-224X"},"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":"Franz C. Kunze","raw_affiliation_strings":["Institute of Automation Technology, Helmut Schmidt University , Holstenhofweg 85, 22043 Hamburg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation Technology, Helmut Schmidt University , Holstenhofweg 85, 22043 Hamburg , Germany","institution_ids":["https://openalex.org/I190134885","https://openalex.org/I4210157642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021002854","display_name":"Victoria Hankemeier","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/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Victoria Hankemeier","raw_affiliation_strings":["Institute of Automation and Information Systems, Department of Mechanical Engineering, TUM School of Engineering and Design, Technical University of Munich , Boltzmannstr. 15, 85748 Garching , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation and Information Systems, Department of Mechanical Engineering, TUM School of Engineering and Design, Technical University of Munich , Boltzmannstr. 15, 85748 Garching , Germany","institution_ids":["https://openalex.org/I4210157642","https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078130599","display_name":"Tom Westermann","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":"Tom Westermann","raw_affiliation_strings":["Institute of Automation Technology, Helmut Schmidt University , Holstenhofweg 85, 22043 Hamburg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation Technology, Helmut Schmidt University , Holstenhofweg 85, 22043 Hamburg , Germany","institution_ids":["https://openalex.org/I190134885","https://openalex.org/I4210157642"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043908817","display_name":"Gianluca Manca","orcid":"https://orcid.org/0000-0001-5951-8590"},"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"]},{"id":"https://openalex.org/I4210166982","display_name":"ABB (Germany)","ror":"https://ror.org/05yeg2858","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210166982","https://openalex.org/I885143765"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gianluca Manca","raw_affiliation_strings":["Industrial AI, ABB Corporate Research Center Germany , Wallstadter Stra\u00dfe 59, 68526 Ladenburg , Germany","Institute of Automation Technology, Helmut Schmidt University , Holstenhofweg 85, 22043 Hamburg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial AI, ABB Corporate Research Center Germany , Wallstadter Stra\u00dfe 59, 68526 Ladenburg , Germany","institution_ids":["https://openalex.org/I4210166982"]},{"raw_affiliation_string":"Institute of Automation Technology, Helmut Schmidt University , Holstenhofweg 85, 22043 Hamburg , Germany","institution_ids":["https://openalex.org/I190134885","https://openalex.org/I4210157642"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076594099"],"corresponding_institution_ids":["https://openalex.org/I4210157642","https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":1.8892,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8458147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"72","issue":"4","first_page":"369","last_page":"386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9894999861717224,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.701924204826355},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.6627099514007568},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.6134871244430542},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6042191982269287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5460652112960815},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.5283982157707214},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5150653719902039},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.37634462118148804},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35885733366012573},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3543608486652374},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.24139860272407532},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07877984642982483}],"concepts":[{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.701924204826355},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.6627099514007568},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.6134871244430542},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6042191982269287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5460652112960815},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.5283982157707214},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5150653719902039},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.37634462118148804},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35885733366012573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3543608486652374},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.24139860272407532},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07877984642982483},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/auto-2023-0180","is_oa":true,"landing_page_url":"https://doi.org/10.1515/auto-2023-0180","pdf_url":"https://www.degruyter.com/document/doi/10.1515/auto-2023-0180/pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1515/auto-2023-0180","is_oa":true,"landing_page_url":"https://doi.org/10.1515/auto-2023-0180","pdf_url":"https://www.degruyter.com/document/doi/10.1515/auto-2023-0180/pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3904682437","display_name":"Verbesserte Analyse von Alarmfluten durch Integration zus\u00e4tzlicher Informationsquellen (CausAlITI)","funder_award_id":"455823267","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":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394581965.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W144011136","https://openalex.org/W1587995856","https://openalex.org/W1816940613","https://openalex.org/W1845139905","https://openalex.org/W1957251502","https://openalex.org/W1970201121","https://openalex.org/W1975784802","https://openalex.org/W1989475195","https://openalex.org/W1989610000","https://openalex.org/W1991571741","https://openalex.org/W2010001505","https://openalex.org/W2028680669","https://openalex.org/W2070847340","https://openalex.org/W2073542900","https://openalex.org/W2073916374","https://openalex.org/W2089615003","https://openalex.org/W2114135766","https://openalex.org/W2143288231","https://openalex.org/W2276633702","https://openalex.org/W2366113708","https://openalex.org/W2478642907","https://openalex.org/W2529960481","https://openalex.org/W2614454361","https://openalex.org/W2752198338","https://openalex.org/W2774330721","https://openalex.org/W2775911456","https://openalex.org/W2782068233","https://openalex.org/W2783457203","https://openalex.org/W2801921219","https://openalex.org/W2888382469","https://openalex.org/W2896169774","https://openalex.org/W2945020423","https://openalex.org/W2945100720","https://openalex.org/W2966340545","https://openalex.org/W2970034819","https://openalex.org/W2975551685","https://openalex.org/W3007766188","https://openalex.org/W3091816306","https://openalex.org/W3091938983","https://openalex.org/W3159969058","https://openalex.org/W3197290064","https://openalex.org/W3211432902","https://openalex.org/W3213403834","https://openalex.org/W3215465935","https://openalex.org/W4205908624","https://openalex.org/W4236528348","https://openalex.org/W4242274704","https://openalex.org/W4246666805","https://openalex.org/W4285200766","https://openalex.org/W4285814238","https://openalex.org/W4308042003","https://openalex.org/W4312597329","https://openalex.org/W4366371079","https://openalex.org/W4367280493","https://openalex.org/W4376140059","https://openalex.org/W6926177423"],"related_works":["https://openalex.org/W2030594396","https://openalex.org/W2535098331","https://openalex.org/W3045668461","https://openalex.org/W2202104725","https://openalex.org/W4255366506","https://openalex.org/W2056250485","https://openalex.org/W4280640835","https://openalex.org/W2885334669","https://openalex.org/W2111856191","https://openalex.org/W4230518569"],"abstract_inverted_index":{"Abstract":[0],"Alarm":[1],"management":[2],"systems":[3],"in":[4,23,74],"the":[5,18,27,63,66,71,86],"process":[6],"industry":[7],"use":[8],"root-cause":[9,47,67],"analysis":[10,48],"methods":[11,22],"to":[12,90],"reduce":[13],"alarm":[14,28,73],"logs.":[15],"To":[16],"enable":[17],"application":[19],"of":[20,30],"these":[21],"different":[24,52],"plant":[25,38,53,80],"types,":[26,54],"characteristics":[29],"a":[31,36],"continuous,":[32],"two":[33],"discrete,":[34],"and":[35,85],"hybrid":[37],"are":[39,55,60,93],"examined.":[40],"The":[41],"main":[42],"contribution":[43],"is":[44,68],"threefold.":[45],"First,":[46],"requirements,":[49],"posed":[50],"by":[51],"revealed.":[56],"Next,":[57],"existing":[58],"approaches":[59],"assessed":[61],"against":[62],"requirements.":[64],"Since":[65],"not":[69],"necessarily":[70],"first":[72],"time,":[75],"its":[76],"justification":[77],"requires":[78],"further":[79],"knowledge.":[81],"Thus,":[82],"engineering":[83],"documents":[84],"necessary":[87],"formalized":[88],"knowledge":[89],"justify":[91],"root-causes":[92],"identified.":[94]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}