{"id":"https://openalex.org/W4415400065","doi":"https://doi.org/10.1109/etfa65518.2025.11205586","title":"A human-centric drift controller framework for adaptive and explainable quality control in manufacturing","display_name":"A human-centric drift controller framework for adaptive and explainable quality control in manufacturing","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4415400065","doi":"https://doi.org/10.1109/etfa65518.2025.11205586"},"language":null,"primary_location":{"id":"doi:10.1109/etfa65518.2025.11205586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa65518.2025.11205586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-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/A5004843473","display_name":"Paolo Catti","orcid":"https://orcid.org/0009-0003-0610-5938"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Paolo Catti","raw_affiliation_strings":["University of Patras,Laboratory for Manufacturing Systems &#x0026; Automation,Department of Mechanical Engineering and Aeronautics,Rio, Patras,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Laboratory for Manufacturing Systems &#x0026; Automation,Department of Mechanical Engineering and Aeronautics,Rio, Patras,Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054530935","display_name":"Nikolaos Nikolakis","orcid":"https://orcid.org/0000-0002-4563-714X"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Nikolakis","raw_affiliation_strings":["University of Patras,Laboratory for Manufacturing Systems &#x0026; Automation,Department of Mechanical Engineering and Aeronautics,Rio, Patras,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Laboratory for Manufacturing Systems &#x0026; Automation,Department of Mechanical Engineering and Aeronautics,Rio, Patras,Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084613538","display_name":"Kosmas Alexopoulos","orcid":"https://orcid.org/0000-0002-3658-6838"},"institutions":[{"id":"https://openalex.org/I4210135765","display_name":"Frontier Science Foundation-Hellas","ror":"https://ror.org/03m2f4c21","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210135765"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kosmas Alexopoulos","raw_affiliation_strings":["National and Kapodistrian University of Athens Psachna,Department of Digital Industry Technologies,Euboea,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens Psachna,Department of Digital Industry Technologies,Euboea,Greece","institution_ids":["https://openalex.org/I4210135765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.3832334,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9492999911308289,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9492999911308289,"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":0.9327999949455261,"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"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9036999940872192,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5557000041007996},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.5457000136375427},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5375000238418579},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4839000105857849},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.48080000281333923},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42250001430511475},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.4162999987602234},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.4092000126838684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6531000137329102},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5557000041007996},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.5457000136375427},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5375000238418579},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4839000105857849},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.48080000281333923},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42250001430511475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41670000553131104},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.4162999987602234},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.4092000126838684},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3944999873638153},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.38519999384880066},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3714999854564667},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3684999942779541},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3467999994754791},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.34139999747276306},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3319999873638153},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.3239000141620636},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2825999855995178},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2752000093460083},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa65518.2025.11205586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa65518.2025.11205586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Modern":[0],"manufacturing":[1,120],"increasingly":[2],"depends":[3],"on":[4],"AI-driven":[5],"predictive":[6,95],"models":[7,14],"for":[8],"proactive":[9],"quality":[10],"control.":[11],"However,":[12],"these":[13],"are":[15],"vulnerable":[16],"to":[17,21,73,81,92,134],"performance":[18,132],"degradation":[19],"due":[20],"concept":[22],"drift,":[23],"where":[24],"the":[25,106],"statistical":[26],"properties":[27],"of":[28,126],"input":[29],"data":[30,76],"change":[31],"over":[32],"time.":[33],"Addressing":[34],"this":[35],"challenge,":[36],"we":[37],"propose":[38],"a":[39,44,47,67,78,88,117],"unified":[40],"framework":[41,65,113],"that":[42],"introduces":[43],"Drift":[45],"Controller:":[46],"novel":[48],"architecture":[49],"combining":[50],"generative":[51],"drift":[52,85],"detection,":[53],"explainable":[54],"root":[55],"cause":[56],"analysis,":[57],"adaptive":[58,142],"model":[59,131],"updating,":[60],"and":[61,83,87,137],"human-in-the-loop":[62],"oversight.":[63],"The":[64,112],"leverages":[66],"Generative":[68],"Adversarial":[69],"Network":[70],"(GAN)-based":[71],"module":[72],"detect":[74],"evolving":[75],"patterns,":[77],"decision-tree-based":[79],"explainer":[80],"interpret":[82],"contextualise":[84],"causes,":[86],"modular":[89],"adaptation":[90,136],"engine":[91],"dynamically":[93],"recalibrate":[94],"models.":[96],"Embedded":[97],"Explainable":[98],"Artificial":[99],"Intelligence":[100],"(XAI)":[101],"components":[102],"provide":[103],"transparency":[104],"throughout":[105],"loop,":[107],"enabling":[108],"effective":[109],"human-AI":[110],"collaboration.":[111],"is":[114],"evaluated":[115],"in":[116,130,141],"real-world":[118],"steel":[119],"use":[121],"case,":[122],"demonstrating":[123],"an":[124],"improvement":[125],"more":[127],"than":[128],"25%":[129],"compared":[133],"pre-model":[135],"enhanced":[138],"operator":[139],"trust":[140],"AI":[143],"systems.":[144]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-22T00:00:00"}
