{"id":"https://openalex.org/W7140320281","doi":"https://doi.org/10.1109/tcst.2026.3664927","title":"Fault Isolation for the Ink Deposition Process in High-End Industrial Printers","display_name":"Fault Isolation for the Ink Deposition Process in High-End Industrial Printers","publication_year":2026,"publication_date":"2026-03-25","ids":{"openalex":"https://openalex.org/W7140320281","doi":"https://doi.org/10.1109/tcst.2026.3664927"},"language":null,"primary_location":{"id":"doi:10.1109/tcst.2026.3664927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2026.3664927","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","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/A5115091646","display_name":"Casper van Peijpe","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Casper van Peijpe","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, CN, Netherlands"],"raw_orcid":"https://orcid.org/0009-0002-7211-5272","affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, CN, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041620058","display_name":"Farhad Ghanipoor","orcid":"https://orcid.org/0000-0002-4660-0621"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Farhad Ghanipoor","raw_affiliation_strings":["Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, AZ, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4660-0621","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, AZ, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055221174","display_name":"Youri de Loore","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137410","display_name":"Canon (Netherlands)","ror":"https://ror.org/03nvvdm73","country_code":"NL","type":"company","lineage":["https://openalex.org/I1320697193","https://openalex.org/I4210137410"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Youri de Loore","raw_affiliation_strings":["Canon Production Printing, Venlo, HH, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canon Production Printing, Venlo, HH, The Netherlands","institution_ids":["https://openalex.org/I4210137410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115091647","display_name":"Pim Hacking","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137410","display_name":"Canon (Netherlands)","ror":"https://ror.org/03nvvdm73","country_code":"NL","type":"company","lineage":["https://openalex.org/I1320697193","https://openalex.org/I4210137410"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pim Hacking","raw_affiliation_strings":["Canon Production Printing, Venlo, HH, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canon Production Printing, Venlo, HH, The Netherlands","institution_ids":["https://openalex.org/I4210137410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004028181","display_name":"Nathan van de Wouw","orcid":"https://orcid.org/0000-0002-6745-9137"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nathan van de Wouw","raw_affiliation_strings":["Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, AZ, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-6745-9137","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, AZ, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034611919","display_name":"Peyman Mohajerin Esfahani","orcid":"https://orcid.org/0000-0003-1286-8782"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peyman Mohajerin Esfahani","raw_affiliation_strings":["Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1286-8782","affiliations":[{"raw_affiliation_string":"Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29255638,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":"3","first_page":"1617","last_page":"1624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11523","display_name":"Nanomaterials and Printing Technologies","score":0.2175000011920929,"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/T11523","display_name":"Nanomaterials and Printing Technologies","score":0.2175000011920929,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.11680000275373459,"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/T12224","display_name":"Nanofabrication and Lithography Techniques","score":0.05180000141263008,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/process","display_name":"Process (computing)","score":0.6133000254631042},{"id":"https://openalex.org/keywords/manufacturing-process","display_name":"Manufacturing process","score":0.3865000009536743},{"id":"https://openalex.org/keywords/inkwell","display_name":"Inkwell","score":0.3571000099182129},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.35580000281333923},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.3504999876022339},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.3353999853134155}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6133000254631042},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4277999997138977},{"id":"https://openalex.org/C2987875673","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing process","level":2,"score":0.3865000009536743},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3684000074863434},{"id":"https://openalex.org/C109693293","wikidata":"https://www.wikidata.org/wiki/Q1496072","display_name":"Inkwell","level":2,"score":0.3571000099182129},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.35580000281333923},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.3504999876022339},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3492000102996826},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.34040001034736633},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.3353999853134155},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.3278000056743622},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32199999690055847},{"id":"https://openalex.org/C64297162","wikidata":"https://www.wikidata.org/wiki/Q1987070","display_name":"Deposition (geology)","level":3,"score":0.29660001397132874},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2703999876976013},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.26660001277923584},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.26460000872612}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcst.2026.3664927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2026.3664927","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4150388836860657,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"brief":[1],"presents":[2],"a":[3,30,70,99,119,131],"mathematical":[4],"framework":[5],"for":[6,60,66],"modeling":[7],"the":[8,20,54,89,93,103,115,138,167,173],"dynamic":[9],"effects":[10],"of":[11,23,157,164],"three":[12],"fault":[13,17,83,141,148],"categories":[14],"and":[15,36,41,65,143,150],"six":[16],"variants":[18],"in":[19,49,172,186],"ink":[21,63,174],"channels":[22],"high-end":[24],"industrial":[25],"printers.":[26],"It":[27],"also":[28],"introduces":[29],"hybrid":[31,147],"approach":[32,135],"that":[33,53],"combines":[34],"model-based":[35,158],"data-based":[37],"methods":[38,159,185],"to":[39,97,136,181,200],"detect":[40],"isolate":[42],"these":[43,50],"faults":[44,165],"effectively.":[45],"A":[46],"key":[47],"challenge":[48,105],"systems":[51],"is":[52,58,73,78,110,124,179,191],"same":[55,168],"piezo":[56,94],"device":[57],"used":[59],"actuation":[61],"(generating":[62],"droplets)":[64],"sensing,":[67],"and,":[68],"as":[69,112],"consequence,":[71],"sensing":[72],"only":[74],"available":[75],"when":[76,189],"there":[77],"no":[79],"actuation.":[80],"The":[81,108,145],"proposed":[82],"detection":[84,149],"(FD)":[85],"filter,":[86],"based":[87],"on":[88],"healthy":[90],"model,":[91],"uses":[92],"self-sensing":[95],"signal":[96],"generate":[98],"residual,":[100],"while":[101],"taking":[102],"above":[104],"into":[106],"account.":[107],"system":[109],"flagged":[111],"faulty":[113],"if":[114],"residual":[116],"energy":[117],"exceeds":[118],"threshold.":[120],"Fault":[121],"isolation":[122,151],"(FI)":[123],"achieved":[125],"through":[126],"linear":[127],"regression":[128],"(LR)":[129],"or":[130],"k-nearest":[132],"neighbors":[133],"(KNN)":[134],"identify":[137],"most":[139],"likely":[140],"category":[142],"variant.":[144],"resulting":[146],"(FDI)":[152],"method":[153],"overcomes":[154],"traditional":[155],"limitations":[156],"by":[160],"isolating":[161],"different":[162],"types":[163],"affecting":[166],"entries":[169],"(i.e.,":[170],"equations)":[171],"channel":[175],"dynamics.":[176],"Moreover,":[177],"it":[178],"shown":[180],"outperform":[182],"purely":[183],"data-driven":[184],"FI,":[187],"especially":[188],"data":[190],"scarce.":[192],"Experimental":[193],"validation":[194],"demonstrates":[195],"superior":[196],"FDI":[197],"performance":[198],"compared":[199],"state-of-the-art":[201],"methods.":[202]},"counts_by_year":[],"updated_date":"2026-05-09T06:09:20.037420","created_date":"2026-03-26T00:00:00"}
