{"id":"https://openalex.org/W3210143287","doi":"https://doi.org/10.1109/isie45552.2021.9576221","title":"Detecting Out-Of-Control Sensor Signals in Sheet Metal Forming using In-Network Computing","display_name":"Detecting Out-Of-Control Sensor Signals in Sheet Metal Forming using In-Network Computing","publication_year":2021,"publication_date":"2021-06-20","ids":{"openalex":"https://openalex.org/W3210143287","doi":"https://doi.org/10.1109/isie45552.2021.9576221","mag":"3210143287"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie45552.2021.9576221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5057626571","display_name":"Ike Kunze","orcid":"https://orcid.org/0000-0001-8609-800X"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ike Kunze","raw_affiliation_strings":["Communication and Distributed Systems","RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Communication and Distributed Systems","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036748417","display_name":"Philipp Niemietz","orcid":"https://orcid.org/0000-0002-3524-3411"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Niemietz","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering (WZL)","RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering (WZL)","institution_ids":[]},{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016687887","display_name":"Liam Tirpitz","orcid":"https://orcid.org/0000-0003-0049-8112"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Liam Tirpitz","raw_affiliation_strings":["Communication and Distributed Systems","RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Communication and Distributed Systems","institution_ids":[]},{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090760294","display_name":"Ren\u00e9 Glebke","orcid":"https://orcid.org/0000-0001-7804-7536"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rene Glebke","raw_affiliation_strings":["Communication and Distributed Systems","RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Communication and Distributed Systems","institution_ids":[]},{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064579710","display_name":"Daniel Trauth","orcid":"https://orcid.org/0000-0002-0139-4908"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Trauth","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering (WZL)","RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering (WZL)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066576243","display_name":"Thomas Bergs","orcid":"https://orcid.org/0000-0003-2754-2689"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Bergs","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering (WZL)","RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering (WZL)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078646305","display_name":"Klaus Wehrle","orcid":"https://orcid.org/0000-0001-7252-4186"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus Wehrle","raw_affiliation_strings":["Communication and Distributed Systems","RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Communication and Distributed Systems","institution_ids":[]},{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.142,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.858241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":92},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9988,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9988,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9978,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.994,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.700217},{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.571456},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.5375597},{"id":"https://openalex.org/keywords/process-state","display_name":"Process state","score":0.4332891},{"id":"https://openalex.org/keywords/production-line","display_name":"Production line","score":0.41163647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.74500906},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.700217},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.571456},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.5375597},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.52261263},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.49853802},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.4934229},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48700482},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.48087648},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.45234835},{"id":"https://openalex.org/C183560197","wikidata":"https://www.wikidata.org/wiki/Q7247302","display_name":"Process state","level":3,"score":0.4332891},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.41163647},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26845437},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15206105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12163788},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11827394},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie45552.2021.9576221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.66,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"grants":[{"funder":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft","award_id":"390621612"}],"datasets":[],"versions":[],"referenced_works_count":24,"referenced_works":["https://openalex.org/W1977579918","https://openalex.org/W1994926493","https://openalex.org/W2070665593","https://openalex.org/W2092335550","https://openalex.org/W2158261671","https://openalex.org/W2604642895","https://openalex.org/W2605945764","https://openalex.org/W2735841055","https://openalex.org/W2759094322","https://openalex.org/W2767086794","https://openalex.org/W2769986458","https://openalex.org/W2811266402","https://openalex.org/W2884301707","https://openalex.org/W2928143941","https://openalex.org/W2953287140","https://openalex.org/W2966267176","https://openalex.org/W2990299590","https://openalex.org/W3028097611","https://openalex.org/W3033481996","https://openalex.org/W3042422805","https://openalex.org/W3049757273","https://openalex.org/W3101335188","https://openalex.org/W3179840815","https://openalex.org/W3180704004"],"related_works":["https://openalex.org/W4200562360","https://openalex.org/W2966450576","https://openalex.org/W2905244172","https://openalex.org/W2594106143","https://openalex.org/W2476704658","https://openalex.org/W2309898439","https://openalex.org/W2262365905","https://openalex.org/W2004186751","https://openalex.org/W1608015747","https://openalex.org/W1485613950"],"abstract_inverted_index":{"The":[0],"ongoing":[1],"digitization":[2],"of":[3,8,11,58,86,110,135,177,185],"production":[4,206],"enables":[5],"the":[6,22,26,69,117,136,142,146,153,157,169,178,183,204],"collection":[7],"increasing":[9],"volumes":[10],"data.":[12,59],"These,":[13],"in":[14,168,203],"turn,":[15],"allow":[16,102],"for":[17,24,53,103,116],"data-driven":[18],"analysis":[19,201],"that":[20,101,112,192],"has":[21],"potential":[23],"deepening":[25],"process":[27,35],"understanding":[28],"by":[29],"discovering":[30],"previously":[31,198],"unknown":[32],"connections":[33],"between":[34],"components":[36],"and":[37,139,174],"parameters.":[38],"With":[39],"these":[40,55],"opportunities,":[41],"however,":[42],"come":[43],"substantial":[44],"challenges":[45],"as":[46,76,78],"current":[47],"industrial":[48,205],"settings":[49],"are":[50,97,164],"inadequately":[51],"equipped":[52],"handling":[54],"large":[56],"amounts":[57],"While":[60],"setting":[61],"up":[62],"a":[63,186],"local":[64],"processing":[65],"infrastructure":[66],"is":[67,95],"challenging,":[68],"limited":[70],"bandwidth":[71],"within":[72],"many":[73],"shop":[74],"floors":[75],"well":[77],"their":[79],"network":[80],"access":[81],"also":[82],"make":[83],"an":[84],"upload":[85],"all":[87],"data":[88,105,109,147,200],"to":[89,126,130,156],"external":[90],"compute":[91],"capacities":[92],"infeasible.":[93],"What":[94],"needed":[96],"local,":[98],"process-aware":[99],"filters":[100],"significant":[104],"reduction":[106],"while":[107,160],"retaining":[108],"value":[111],"can":[113,195],"be":[114],"used":[115],"subsequent":[118],"analysis.":[119],"In":[120],"this":[121],"paper,":[122],"we":[123,189],"thus":[124,171],"propose":[125],"leverage":[127],"In-Network":[128,193],"Computing":[129,194],"dynamically":[131],"detect":[132],"different":[133],"states":[134],"physical":[137],"processes":[138],"then":[140],"filter":[141],"sensor":[143,180],"values":[144],"on":[145],"path.":[148],"Our":[149],"presented":[150],"architecture":[151],"maps":[152],"state":[154],"detection":[155],"switch-local":[158],"controlplane":[159],"fast":[161],"filtering":[162],"decisions":[163],"performed":[165],"at":[166],"line-rate":[167],"dataplane,":[170],"enabling":[172],"flexible":[173],"quick":[175],"adjustments":[176],"chosen":[179],"filtering.":[181],"At":[182],"example":[184],"fine-blanking":[187],"line,":[188],"consequently":[190],"demonstrate":[191],"sensibly":[196],"support":[197],"infeasible":[199],"techniques":[202],"landscape.":[207]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3210143287","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":11},{"year":2020,"cited_by_count":1}],"updated_date":"2024-12-11T14:51:01.220192","created_date":"2021-11-08"}