{"id":"https://openalex.org/W4403095630","doi":"https://doi.org/10.1109/tim.2024.3472794","title":"A Semi-Supervised Quality Soft Sensing Method Under Multiple Operating Conditions for Complex Product Manufacturing Processes","display_name":"A Semi-Supervised Quality Soft Sensing Method Under Multiple Operating Conditions for Complex Product Manufacturing Processes","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403095630","doi":"https://doi.org/10.1109/tim.2024.3472794"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3472794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3472794","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5016153320","display_name":"Kaixiang Peng","orcid":"https://orcid.org/0000-0001-8314-3047"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaixiang Peng","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8314-3047","affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiahao Wang","orcid":"https://orcid.org/0009-0005-8457-489X"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahao Wang","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-8457-489X","affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103613642","display_name":"Hui Yang","orcid":"https://orcid.org/0009-0004-3665-1785"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hui Yang","raw_affiliation_strings":["Production Department, Hebei Windows Glass Co., Hebei, China"],"raw_orcid":"https://orcid.org/0009-0004-3665-1785","affiliations":[{"raw_affiliation_string":"Production Department, Hebei Windows Glass Co., Hebei, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102246797","display_name":"Xin Qin","orcid":"https://orcid.org/0009-0005-2713-0301"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Qin","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-2713-0301","affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2515,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88968512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9649999737739563,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9649999737739563,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9153000116348267,"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/quality","display_name":"Quality (philosophy)","score":0.6761165857315063},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5911415815353394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5043879747390747},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.48612165451049805},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4366382360458374},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3708460032939911},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34286952018737793},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12679451704025269}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6761165857315063},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5911415815353394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5043879747390747},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.48612165451049805},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4366382360458374},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3708460032939911},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34286952018737793},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12679451704025269},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3472794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3472794","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6063935857","display_name":null,"funder_award_id":"62373040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1983597155","https://openalex.org/W2034485410","https://openalex.org/W2062789613","https://openalex.org/W2064507803","https://openalex.org/W2094298886","https://openalex.org/W2201252546","https://openalex.org/W2788805965","https://openalex.org/W2810016643","https://openalex.org/W2886613299","https://openalex.org/W3004005358","https://openalex.org/W3010725993","https://openalex.org/W3036543470","https://openalex.org/W3037453076","https://openalex.org/W3075234101","https://openalex.org/W3080801349","https://openalex.org/W3082433520","https://openalex.org/W3094704314","https://openalex.org/W3121112409","https://openalex.org/W3135396474","https://openalex.org/W3162141030","https://openalex.org/W4210702525","https://openalex.org/W4283837614","https://openalex.org/W4287180559","https://openalex.org/W4310349994","https://openalex.org/W4318040941","https://openalex.org/W4318472634","https://openalex.org/W4360980906","https://openalex.org/W4365808243","https://openalex.org/W4366829341","https://openalex.org/W4376868912","https://openalex.org/W4377000498","https://openalex.org/W4383505621","https://openalex.org/W4386590701","https://openalex.org/W4388520081"],"related_works":["https://openalex.org/W4376453582","https://openalex.org/W3147033875","https://openalex.org/W1568390478","https://openalex.org/W2764722704","https://openalex.org/W318913410","https://openalex.org/W2084978036","https://openalex.org/W2390631662","https://openalex.org/W4240703725","https://openalex.org/W381496026","https://openalex.org/W4399634508"],"abstract_inverted_index":{"The":[0],"accurate":[1,51],"perception":[2,52,116],"of":[3,27,47,53,98,108,138,167,207],"key":[4],"quality":[5,55,63],"variables":[6],"in":[7,170],"complex":[8,36,72],"manufacturing":[9,33,74,216],"processes":[10],"is":[11,90,118,189,211],"a":[12,61,77,95,174,214],"necessary":[13],"prerequisite":[14],"for":[15,71],"achieving":[16],"system":[17],"optimization":[18],"control":[19],"and":[20,24,45,105,144,153,185],"ensuring":[21],"the":[22,28,32,106,128,136,139,148,154,165,201,205,208,218],"safe":[23],"stable":[25],"operation":[26],"system.":[29],"Consider":[30],"that":[31],"process":[34,54],"has":[35],"characteristics,":[37],"such":[38],"as":[39],"multioperating":[40],"conditions,":[41],"time-varying":[42],"behavior,":[43],"nonlinearity,":[44],"scarcity":[46,166],"labeled":[48,168],"samples,":[49],"making":[50],"more":[56],"difficult.":[57],"This":[58,191],"article":[59],"proposes":[60],"semi-supervised":[62],"soft":[64],"sensing":[65],"method":[66,83,179,210],"under":[67],"multiple":[68],"operating":[69,80,103,110,133],"conditions":[70,104],"product":[73],"processes.":[75],"First,":[76],"dual":[78],"k-means":[79],"condition":[81],"identification":[82],"assisted":[84],"by":[85],"deep":[86],"metric":[87],"learning":[88,183],"(DML)":[89],"proposed,":[91],"aiming":[92],"to":[93,131,194,199],"achieve":[94],"fine-grained":[96],"partition":[97],"online":[99,114],"data":[100],"into":[101],"specific":[102],"recognition":[107],"new":[109],"conditions.":[111,134],"Second,":[112],"an":[113,159],"selective":[115],"strategy":[117],"employed,":[119],"wherein":[120],"different":[121],"approaches":[122],"are":[123,150,156],"taken":[124],"based":[125,180],"on":[126,181],"whether":[127],"samples":[129,149,169,198],"belong":[130],"existing":[132],"In":[135],"construction":[137,178],"base":[140],"model,":[141],"both":[142],"spatial":[143],"temporal":[145],"information":[146],"among":[147],"simultaneously":[151],"considered,":[152],"results":[155],"fused":[157],"through":[158,213],"adaptive":[160],"fusion":[161],"strategy.":[162],"Furthermore,":[163],"considering":[164],"real":[171,215],"industrial":[172],"processes,":[173],"high-confidence":[175,196],"pseudolabel":[176,197],"sample":[177],"just-in-time":[182],"(JITL)":[184],"genetic":[186],"algorithms":[187],"(GAs)":[188],"proposed.":[190],"approach":[192],"aims":[193],"obtain":[195],"augment":[200],"modeling":[202],"dataset.":[203],"Finally,":[204],"effectiveness":[206],"proposed":[209],"validated":[212],"process,":[217],"float":[219],"glass":[220],"production":[221],"process.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}