{"id":"https://openalex.org/W4401879816","doi":"https://doi.org/10.1109/icps59941.2024.10639999","title":"In-Situ Model Validation for Continuous Processes Using In-Network Computing","display_name":"In-Situ Model Validation for Continuous Processes Using In-Network Computing","publication_year":2024,"publication_date":"2024-05-12","ids":{"openalex":"https://openalex.org/W4401879816","doi":"https://doi.org/10.1109/icps59941.2024.10639999"},"language":"en","primary_location":{"id":"doi:10.1109/icps59941.2024.10639999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icps59941.2024.10639999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2505.05184","any_repository_has_fulltext":true},"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":["RWTH Aachen University,Communication and Distributed Systems,Aachen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University,Communication and Distributed Systems,Aachen,Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031001145","display_name":"Dominik Scheurenberg","orcid":"https://orcid.org/0000-0002-1044-5631"},"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":"Dominik Scheurenberg","raw_affiliation_strings":["RWTH Aachen University,Institute of Automatic Control,Aachen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University,Institute of Automatic Control,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":["RWTH Aachen University,Data Stream Management and Analysis,Aachen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University,Data Stream Management and Analysis,Aachen,Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074936377","display_name":"Sandra Geisler","orcid":null},"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":"Sandra Geisler","raw_affiliation_strings":["RWTH Aachen University,Data Stream Management and Analysis,Aachen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University,Data Stream Management and Analysis,Aachen,Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078646305","display_name":"Klaus Wehrle","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":"Klaus Wehrle","raw_affiliation_strings":["RWTH Aachen University,Communication and Distributed Systems,Aachen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University,Communication and Distributed Systems,Aachen,Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9994999766349792,"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":0.9994999766349792,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.991100013256073,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9850999712944031,"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":0.6828282475471497},{"id":"https://openalex.org/keywords/in-situ","display_name":"In situ","score":0.5796395540237427},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.06544187664985657}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6828282475471497},{"id":"https://openalex.org/C2777822432","wikidata":"https://www.wikidata.org/wiki/Q216681","display_name":"In situ","level":2,"score":0.5796395540237427},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.06544187664985657},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icps59941.2024.10639999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icps59941.2024.10639999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2505.05184","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.05184","pdf_url":"https://arxiv.org/pdf/2505.05184","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2505.05184","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.05184","pdf_url":"https://arxiv.org/pdf/2505.05184","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G69884316","display_name":null,"funder_award_id":"EXC-2023","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7300938430","display_name":"EXC 2023: Internet of Production (IoP)","funder_award_id":"390621612","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401879816.pdf","grobid_xml":"https://content.openalex.org/works/W4401879816.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1597576211","https://openalex.org/W2016211524","https://openalex.org/W2063348960","https://openalex.org/W2070665593","https://openalex.org/W2332479033","https://openalex.org/W2884301707","https://openalex.org/W2928143941","https://openalex.org/W2966267176","https://openalex.org/W2997914572","https://openalex.org/W3049757273","https://openalex.org/W3156772560","https://openalex.org/W3179840815","https://openalex.org/W3180704004","https://openalex.org/W3183952427","https://openalex.org/W3184430259","https://openalex.org/W3187862546","https://openalex.org/W3204056227","https://openalex.org/W3210143287","https://openalex.org/W3216009186","https://openalex.org/W4293056248","https://openalex.org/W4367335358","https://openalex.org/W4380925782","https://openalex.org/W6635879531","https://openalex.org/W6702392826","https://openalex.org/W6772619194","https://openalex.org/W6782180079","https://openalex.org/W6797613004","https://openalex.org/W6798712410","https://openalex.org/W6798794015","https://openalex.org/W6802397104","https://openalex.org/W6803028910","https://openalex.org/W6804419637","https://openalex.org/W6842761516","https://openalex.org/W6854123037"],"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],"advancing":[1],"industrial":[2],"digitalization":[3],"enables":[4],"evolved":[5],"process":[6,34,49,66,113,118,129,142],"control":[7,22],"schemes":[8],"that":[9,167,176],"rely":[10],"on":[11,150],"accurate":[12],"models":[13],"learned":[14],"through":[15,120],"data-driven":[16],"approaches.":[17],"While":[18],"they":[19],"provide":[20],"high":[21,172],"performance":[23],"and":[24,63,74,83,115,155,182],"are":[25,180],"robust":[26],"to":[27,46,55,158],"smaller":[28],"deviations,":[29],"a":[30,47,123,145,159,171],"larger":[31],"change":[32],"in":[33,40],"behavior":[35],"can":[36,133,169],"pose":[37],"significant":[38],"challenges,":[39],"the":[41,58,61,64,69,79,127,141],"worst":[42],"case":[43],"even":[44],"leading":[45],"damaged":[48],"plant.":[50,163],"Hence,":[51],"it":[52,157],"is":[53],"important":[54],"frequently":[56],"assess":[57],"fit":[59],"between":[60],"model":[62],"actual":[65],"behavior.":[67,130],"As":[68],"number":[70],"of":[71,104],"controlled":[72],"processes":[73],"associated":[75],"data":[76],"volumes":[77],"increase,":[78],"need":[80],"for":[81,100],"lightweight":[82],"fast":[84],"reacting":[85],"assessment":[86],"solutions":[87],"also":[88],"increases.":[89],"In":[90,108],"this":[91],"paper,":[92],"we":[93,168],"propose":[94],"CIVIC,":[95],"an":[96,151],"in-network":[97],"computing-based":[98],"solution":[99],"Continuous":[101],"In-situ":[102],"Validation":[103],"Industrial":[105],"Control":[106],"models.":[107],"short,":[109],"CIVIC":[110,149],"monitors":[111],"relevant":[112],"variables":[114],"detects":[116],"different":[117],"states":[119],"comparison":[121],"with":[122],"priori":[124],"knowledge":[125],"about":[126],"desired":[128],"This":[131],"detection":[132,173],"then":[134],"be":[135],"leveraged":[136],"to,":[137],"e.g.,":[138],"shut":[139],"down":[140],"or":[143],"trigger":[144],"reconfiguration.":[146],"We":[147],"prototype":[148],"Intel":[152],"Tofino-based":[153],"switch":[154],"apply":[156],"lab-scale":[160],"water":[161],"treatment":[162],"Our":[164],"results":[165],"show":[166],"achieve":[170],"accuracy,":[174],"proving":[175],"such":[177],"monitoring":[178],"systems":[179],"feasible":[181],"sensible.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}