{"id":"https://openalex.org/W2055616403","doi":"https://doi.org/10.1109/indin.2012.6301142","title":"Detecting anomalous energy consumptions in distributed manufacturing systems","display_name":"Detecting anomalous energy consumptions in distributed manufacturing systems","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2055616403","doi":"https://doi.org/10.1109/indin.2012.6301142","mag":"2055616403"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2012.6301142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2012.6301142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE 10th International Conference on Industrial Informatics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://publica.fraunhofer.de/documents/N-229169.html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002428405","display_name":"Sebastian Faltinski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sebastian Faltinski","raw_affiliation_strings":["Fraunhofer IOSB-INA, Application Center Industrial Automation"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IOSB-INA, Application Center Industrial Automation","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053753437","display_name":"Holger Flatt","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger Flatt","raw_affiliation_strings":["Fraunhofer IOSB-INA, Application Center Industrial Automation"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IOSB-INA, Application Center Industrial Automation","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086011834","display_name":"Florian Pethig","orcid":"https://orcid.org/0000-0002-6001-2391"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Pethig","raw_affiliation_strings":["Fraunhofer IOSB-INA, Application Center Industrial Automation"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IOSB-INA, Application Center Industrial Automation","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022516346","display_name":"Bj\u00f6rn Kroll","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bjorn Kroll","raw_affiliation_strings":["Fraunhofer IOSB-INA, Application Center Industrial Automation"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IOSB-INA, Application Center Industrial Automation","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035578744","display_name":"Asmir Voden\u010darevi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155382","display_name":"Knowledge Based Systems (United States)","ror":"https://ror.org/04gtf4q04","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155382"]},{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Asmir Vodencarevic","raw_affiliation_strings":["University of Paderborn, Knowledge-Based Systems Research Group"],"affiliations":[{"raw_affiliation_string":"University of Paderborn, Knowledge-Based Systems Research Group","institution_ids":["https://openalex.org/I206945453","https://openalex.org/I4210155382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106789186","display_name":"Alexander G. Maier","orcid":"https://orcid.org/0000-0001-7369-1058"},"institutions":[{"id":"https://openalex.org/I5209920","display_name":"Ostwestfalen-Lippe University of Applied Sciences and Arts","ror":"https://ror.org/04eka8j06","country_code":"DE","type":"education","lineage":["https://openalex.org/I5209920"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Maier","raw_affiliation_strings":["Ostwestfalen-Lippe University of Applied Science, inIT-Institute Industrial IT"],"affiliations":[{"raw_affiliation_string":"Ostwestfalen-Lippe University of Applied Science, inIT-Institute Industrial IT","institution_ids":["https://openalex.org/I5209920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012395966","display_name":"Oliver Niggemann","orcid":"https://orcid.org/0000-0001-8747-3596"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Niggemann","raw_affiliation_strings":["Fraunhofer IOSB-INA, Application Center Industrial Automation"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IOSB-INA, Application Center Industrial Automation","institution_ids":["https://openalex.org/I4210111500"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5002428405"],"corresponding_institution_ids":["https://openalex.org/I4210111500"],"apc_list":null,"apc_paid":null,"fwci":10.272,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.98040406,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"358","last_page":"363"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9980000257492065,"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":0.9980000257492065,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9810000061988831,"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/energy-consumption","display_name":"Energy consumption","score":0.7405078411102295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7332245111465454},{"id":"https://openalex.org/keywords/ethernet","display_name":"Ethernet","score":0.6539744734764099},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.6482160687446594},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6468633413314819},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5741655826568604},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.5613998770713806},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.5138443112373352},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5015020370483398},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49822115898132324},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3668271601200104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20999306440353394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14344224333763123},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.13580206036567688},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1022695004940033},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10163640975952148}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7405078411102295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7332245111465454},{"id":"https://openalex.org/C172173386","wikidata":"https://www.wikidata.org/wiki/Q79984","display_name":"Ethernet","level":2,"score":0.6539744734764099},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.6482160687446594},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6468633413314819},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5741655826568604},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.5613998770713806},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.5138443112373352},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5015020370483398},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49822115898132324},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3668271601200104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20999306440353394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14344224333763123},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.13580206036567688},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1022695004940033},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10163640975952148},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/indin.2012.6301142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2012.6301142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE 10th International Conference on Industrial Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-229169","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-229169.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IOSB","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/377912","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/377912","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:fraunhofer.de:N-229169","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-229169.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IOSB","raw_type":"Conference Paper"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W21954006","https://openalex.org/W1546362318","https://openalex.org/W1683541793","https://openalex.org/W1979769287","https://openalex.org/W1990067914","https://openalex.org/W2044880677","https://openalex.org/W2050240546","https://openalex.org/W2073470720","https://openalex.org/W2082863623","https://openalex.org/W2122834776","https://openalex.org/W2131131861","https://openalex.org/W2140190241","https://openalex.org/W2147941026","https://openalex.org/W2159431956","https://openalex.org/W2163559927","https://openalex.org/W2746505796","https://openalex.org/W4235457221","https://openalex.org/W4298047929","https://openalex.org/W6637288366"],"related_works":["https://openalex.org/W2384486034","https://openalex.org/W2462792858","https://openalex.org/W602415246","https://openalex.org/W2378496626","https://openalex.org/W157609714","https://openalex.org/W2325500789","https://openalex.org/W2332214270","https://openalex.org/W2667477408","https://openalex.org/W2386419339","https://openalex.org/W2386412156"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,83,106],"novel":[4],"model-based":[5],"approach":[6,26],"for":[7],"the":[8,43,54,71],"prediction":[9],"of":[10,33,42,66,89,109,116],"energy":[11,36,68,94,124],"consumption":[12,69],"in":[13,16,51,93],"production":[14,45,72,117],"plants":[15],"order":[17],"to":[18,53,64,131],"detect":[19],"anomalies.":[20],"A":[21],"special":[22],"Ethernet-based":[23],"data":[24,58],"acquisition":[25],"is":[27],"implemented":[28],"that":[29,87],"features":[30],"real-time":[31],"sampling":[32],"process":[34],"and":[35,49,99,122,129],"data.":[37],"Hybrid":[38],"timed":[39],"automaton":[40],"models":[41],"supervised":[44],"plant":[46,73],"are":[47],"generated":[48],"executed":[50],"parallel":[52],"system":[55],"by":[56],"using":[57],"samples":[59],"as":[60],"model":[61],"input.":[62],"According":[63],"comparisons":[65],"predicted":[67],"with":[70,105],"observations,":[74],"anomalies":[75,88],"can":[76,102,119,126],"be":[77,103,120,127],"detected":[78,104,128],"automatically.":[79],"An":[80],"evaluation":[81],"within":[82],"small":[84],"factory":[85],"shows":[86],"10":[90],"%":[91],"differences":[92],"consumption,":[95],"wrong":[96,100],"control":[97],"sequences":[98],"timings":[101],"minimum":[107],"accuracy":[108],"98":[110],"%.":[111],"With":[112],"this":[113],"approach,":[114],"downtimes":[115],"systems":[118],"shortened":[121],"atypical":[123],"consumptions":[125],"adjusted":[130],"optimal":[132],"operation.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}