{"id":"https://openalex.org/W7153475379","doi":"https://doi.org/10.1145/3779657.3779677","title":"Cross-Process Error Detection in Industrial Screw Driving Operations Using Time Series Classification","display_name":"Cross-Process Error Detection in Industrial Screw Driving Operations Using Time Series Classification","publication_year":2025,"publication_date":"2025-10-24","ids":{"openalex":"https://openalex.org/W7153475379","doi":"https://doi.org/10.1145/3779657.3779677"},"language":null,"primary_location":{"id":"doi:10.1145/3779657.3779677","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3779657.3779677","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 7th World Symposium on Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3779657.3779677","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026780505","display_name":"Nikolai West","orcid":"https://orcid.org/0000-0002-3657-0211"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]},{"id":"https://openalex.org/I4210091896","display_name":"Institut f\u00fcr Forschung und Transfer","ror":"https://ror.org/00dq07t65","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210091896"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nikolai West","raw_affiliation_strings":["Work and Production Systems, RIF Institute for Research and Transfer e.V., Dortmund, Germany and Institute of Production Systems, Technical University Dortmund, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Work and Production Systems, RIF Institute for Research and Transfer e.V., Dortmund, Germany and Institute of Production Systems, Technical University Dortmund, Dortmund, Germany","institution_ids":["https://openalex.org/I4210091896","https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088079925","display_name":"Marco Klute","orcid":"https://orcid.org/0000-0003-1500-6221"},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Klute","raw_affiliation_strings":["Institute of Materials Engineering, University of Kassel, Kassel, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Materials Engineering, University of Kassel, Kassel, Germany","institution_ids":["https://openalex.org/I106157433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123830310","display_name":"Hans-Peter Heim","orcid":null},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans-Peter Heim","raw_affiliation_strings":["Institute of Materials Engineering, University of Kassel, Kassel, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Materials Engineering, University of Kassel, Kassel, Germany","institution_ids":["https://openalex.org/I106157433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015077179","display_name":"Jochen Deuse","orcid":"https://orcid.org/0000-0003-4066-4357"},"institutions":[{"id":"https://openalex.org/I4210091896","display_name":"Institut f\u00fcr Forschung und Transfer","ror":"https://ror.org/00dq07t65","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210091896"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jochen Deuse","raw_affiliation_strings":["Work and Production Systems, RIF Institute for Research and Transfer e.V., Dortmund, Germany and Centre for Advanced Manufacturing, University of Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Work and Production Systems, RIF Institute for Research and Transfer e.V., Dortmund, Germany and Centre for Advanced Manufacturing, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I4210091896"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026780505"],"corresponding_institution_ids":["https://openalex.org/I200332995","https://openalex.org/I4210091896"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74947422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.593500018119812,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.593500018119812,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.11479999870061874,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.04619999974966049,"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/redundancy","display_name":"Redundancy (engineering)","score":0.5288000106811523},{"id":"https://openalex.org/keywords/molding","display_name":"Molding (decorative)","score":0.42579999566078186},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.38749998807907104},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.38089999556541443},{"id":"https://openalex.org/keywords/upstream","display_name":"Upstream (networking)","score":0.37929999828338623},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.36250001192092896},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.35929998755455017},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.35249999165534973},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.3343999981880188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5748000144958496},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5288000106811523},{"id":"https://openalex.org/C67558686","wikidata":"https://www.wikidata.org/wiki/Q1770806","display_name":"Molding (decorative)","level":2,"score":0.42579999566078186},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.38749998807907104},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.38089999556541443},{"id":"https://openalex.org/C191172861","wikidata":"https://www.wikidata.org/wiki/Q7899321","display_name":"Upstream (networking)","level":2,"score":0.37929999828338623},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.36250001192092896},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.35929998755455017},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.35249999165534973},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.349700003862381},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.3343999981880188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3343999981880188},{"id":"https://openalex.org/C151011524","wikidata":"https://www.wikidata.org/wiki/Q11573","display_name":"Metre","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.31040000915527344},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.30730000138282776},{"id":"https://openalex.org/C2776207758","wikidata":"https://www.wikidata.org/wiki/Q5303302","display_name":"Downstream (manufacturing)","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C39847760","wikidata":"https://www.wikidata.org/wiki/Q1385465","display_name":"Extreme point","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C2780566776","wikidata":"https://www.wikidata.org/wiki/Q159341","display_name":"Mold","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C147581598","wikidata":"https://www.wikidata.org/wiki/Q729429","display_name":"Extreme value theory","level":2,"score":0.28220000863075256},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28119999170303345},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.28119999170303345},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.2800000011920929},{"id":"https://openalex.org/C196985124","wikidata":"https://www.wikidata.org/wiki/Q1369242","display_name":"Control chart","level":3,"score":0.2728999853134155},{"id":"https://openalex.org/C95439218","wikidata":"https://www.wikidata.org/wiki/Q1666173","display_name":"Interlacing","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.2581999897956848}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3779657.3779677","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3779657.3779677","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 7th World Symposium on Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3779657.3779677","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3779657.3779677","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 7th World Symposium on Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2952510793","https://openalex.org/W2968672609","https://openalex.org/W2982438846","https://openalex.org/W3146369796","https://openalex.org/W3177929549","https://openalex.org/W4224288360","https://openalex.org/W4312398376","https://openalex.org/W4391071892","https://openalex.org/W4407075081","https://openalex.org/W4413227368","https://openalex.org/W4417300155"],"related_works":[],"abstract_inverted_index":{"Manufacturing":[0],"quality":[1,140],"control":[2,141],"traditionally":[3],"monitors":[4],"individual":[5],"processes":[6,145],"in":[7,28,71,98,102],"isolation,":[8],"preventing":[9],"detection":[10,80,118],"of":[11,21,128],"cross-process":[12],"dependencies.":[13],"This":[14],"paper":[15],"presents":[16],"the":[17,34,126],"first":[18],"systematic":[19],"investigation":[20],"how":[22],"injection":[23,48,61],"molding":[24,49],"parameter":[25,89,117,130],"variations":[26],"manifest":[27],"downstream":[29],"screw":[30],"driving":[31],"operations.":[32],"Using":[33],"PyScrew":[35],"s06":[36],"dataset":[37],"comprising":[38],"3,743":[39],"operations":[40],"across":[41,122],"38":[42],"experimental":[43],"conditions,":[44],"we":[45],"analyze":[46],"five":[47],"parameters:":[50],"cooling":[51],"time,":[52],"mold":[53],"temperature,":[54],"glass":[55,92],"fiber":[56,93],"content,":[57],"switching":[58,107],"point,":[59],"and":[60,68,100],"velocity.":[62],"We":[63],"employ":[64],"Time":[65],"Series":[66],"Forest":[67],"ROCKET":[69],"classifiers":[70],"a":[72,87,138],"four-tier":[73],"classification":[74],"framework":[75],"progressing":[76],"from":[77],"38-class":[78],"comprehensive":[79],"to":[81],"binary":[82,103],"extreme":[83,104,116],"comparisons.":[84],"Results":[85],"demonstrate":[86],"clear":[88],"detectability":[90,111],"hierarchy:":[91],"content":[94],"achieves":[95],"48.37%":[96],"F1-score":[97,121],"multi-class":[99],"85.70%":[101],"classification,":[105],"while":[106,157],"point":[108],"shows":[109],"minimal":[110],"(only":[112],"14.55%":[113],"multi-class).":[114],"Combined":[115],"reaches":[119],"71.04%":[120],"six":[123],"classes,":[124],"establishing":[125],"feasibility":[127],"manufacturing":[129,152],"monitoring":[131],"through":[132],"assembly":[133,144],"signatures.":[134],"Our":[135],"findings":[136],"enable":[137],"new":[139],"paradigm":[142],"where":[143],"serve":[146],"as":[147],"indirect":[148],"sensors":[149],"for":[150],"upstream":[151],"variations,":[153],"reducing":[154],"measurement":[155],"redundancy":[156],"improving":[158],"root":[159],"cause":[160],"analysis":[161],"capabilities.":[162]},"counts_by_year":[],"updated_date":"2026-04-12T06:10:36.643156","created_date":"2026-04-12T00:00:00"}