{"id":"https://openalex.org/W4389609885","doi":"https://doi.org/10.1109/tase.2023.3338744","title":"APFC: Adaptive Particle Filter for Change Point Detection of Profile Data in Manufacturing Systems","display_name":"APFC: Adaptive Particle Filter for Change Point Detection of Profile Data in Manufacturing Systems","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W4389609885","doi":"https://doi.org/10.1109/tase.2023.3338744"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2023.3338744","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2023.3338744","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","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/A5101670755","display_name":"Yukun Xie","orcid":"https://orcid.org/0000-0003-4576-8403"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yukun Xie","raw_affiliation_strings":["Smart Manufacturing Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4576-8403","affiliations":[{"raw_affiliation_string":"Smart Manufacturing Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016799067","display_name":"Juan Du","orcid":"https://orcid.org/0000-0002-6018-2972"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I4210159029","display_name":"Guangzhou HKUST Fok Ying Tung Research Institute","ror":"https://ror.org/05cvbj479","country_code":"CN","type":"facility","lineage":["https://openalex.org/I200769079","https://openalex.org/I4210159029"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Juan Du","raw_affiliation_strings":["Smart Manufacturing Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China","Guangzhou HKUST Fok Ying Tung Research Institute, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6018-2972","affiliations":[{"raw_affiliation_string":"Smart Manufacturing Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Guangzhou HKUST Fok Ying Tung Research Institute, Guangzhou, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I4210159029"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jianguo Wu","orcid":"https://orcid.org/0000-0002-2885-8725"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianguo Wu","raw_affiliation_strings":["Department of Industrial Engineering and Management, College of Engineering, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2885-8725","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.347,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53892361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"21","issue":"4","first_page":"7143","last_page":"7157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9977999925613403,"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":0.9977999925613403,"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/T11236","display_name":"Control Systems and Identification","score":0.965499997138977,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9605000019073486,"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/particle-filter","display_name":"Particle filter","score":0.7339491844177246},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.5967994332313538},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5179333090782166},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5137358903884888},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.421017050743103},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.340969979763031},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2287394404411316},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18976086378097534},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.11284559965133667}],"concepts":[{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.7339491844177246},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.5967994332313538},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5179333090782166},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5137358903884888},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.421017050743103},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.340969979763031},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2287394404411316},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18976086378097534},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11284559965133667}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tase.2023.3338744","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2023.3338744","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-136135","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-136135","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G3577786629","display_name":null,"funder_award_id":"2023A1515011656","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G4274628098","display_name":"\u57fa\u4e8e\u7a00\u758f\u5b66\u4e60\u7684\u9ad8\u5bc6\u5ea63D\u70b9\u4e91\u6570\u636e\u5efa\u6a21\u4e0e\u751f\u4ea7\u8fc7\u7a0b\u5728\u7ebf\u76d1\u63a7\u7814\u7a76","funder_award_id":"72001139","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5863916264","display_name":null,"funder_award_id":"72371219","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"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1607198972","https://openalex.org/W1972344181","https://openalex.org/W1992332533","https://openalex.org/W2028469661","https://openalex.org/W2032309405","https://openalex.org/W2055895056","https://openalex.org/W2070378465","https://openalex.org/W2098613108","https://openalex.org/W2098875425","https://openalex.org/W2101407763","https://openalex.org/W2127664252","https://openalex.org/W2131969788","https://openalex.org/W2138928008","https://openalex.org/W2316241185","https://openalex.org/W2329412707","https://openalex.org/W2341285855","https://openalex.org/W2524302570","https://openalex.org/W2624168583","https://openalex.org/W2770385712","https://openalex.org/W2796034401","https://openalex.org/W2808098392","https://openalex.org/W2888565963","https://openalex.org/W2903067091","https://openalex.org/W2944632087","https://openalex.org/W3037600398","https://openalex.org/W3163061712","https://openalex.org/W4206802753","https://openalex.org/W4231786831","https://openalex.org/W4233290410","https://openalex.org/W4249487941","https://openalex.org/W4251232855","https://openalex.org/W4251960031","https://openalex.org/W4253863202","https://openalex.org/W4292018661","https://openalex.org/W6636452984","https://openalex.org/W6676780147","https://openalex.org/W6678636561"],"related_works":["https://openalex.org/W2568858292","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W3181296946","https://openalex.org/W2376528221","https://openalex.org/W2015530857","https://openalex.org/W2359428812","https://openalex.org/W196800607"],"abstract_inverted_index":{"Change":[0],"point":[1,55,72,144,161,238,285],"detection":[2,73,145,162,208,242,286],"is":[3,44,99,125,183,209,261],"critical":[4],"in":[5,10,37,74,149,176,272,281],"quality":[6],"inspection":[7],"and":[8,105,113,168],"assessment":[9],"manufacturing":[11,39,115,150,259,293],"systems.":[12],"As":[13],"one":[14],"of":[15,34,81,109,146,154,206,258,290],"the":[16,31,78,84,128,131,142,155,185,199,204,222,227,236,241,252,256,270,273,282,291,300],"most":[17],"popular":[18],"Bayesian":[19],"inference":[20],"techniques,":[21],"particle":[22,42,65,85,132,156,170,193,200,223,231,245],"filter":[23,43,66,133,157],"algorithm":[24,67],"has":[25],"been":[26],"successfully":[27],"applied":[28],"to":[29,120,197,220,225,239,249,296],"estimate":[30],"change":[32,54,71,82,143,160,207,237,284],"points":[33],"profile":[35,147],"data":[36,148],"various":[38],"processes.":[40,151],"However,":[41,195],"computationally":[45],"expensive,":[46],"which":[47,174],"hinders":[48],"its":[49],"wide":[50],"application":[51],"for":[52,69,90,141,159,172,268,299],"online":[53,70],"detection.":[56],"To":[57,211,276],"overcome":[58],"this":[59,75,213],"challenge,":[60,214],"we":[61,215],"propose":[62],"an":[63,217],"adaptive":[64,218],"(APFC)":[68],"paper.":[76],"With":[77],"full":[79],"consideration":[80],"mechanism,":[83],"sizes":[86,201,224,232,246],"are":[87,233,247],"adaptively":[88],"selected":[89],"parameter":[91],"estimation":[92,253],"as":[93],"time":[94],"evolves.":[95],"The":[96,181],"proposed":[97],"method":[98,280],"validated":[100],"through":[101],"extensive":[102],"simulation":[103],"studies":[104],"two":[106],"real":[107],"cases":[108],"pipe":[110],"tightening":[111],"process":[112,254],"nano":[114],"process.":[116],"<italic":[117],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[118],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Note":[119],"Practitioners</i>":[121],"\u2014":[122],"This":[123],"article":[124],"motivated":[126],"by":[127],"problem":[129],"that":[130,184],"algorithms":[134,158],"have":[135],"large":[136,169,178],"computational":[137,179,186],"costs":[138,187],"when":[139,255],"applying":[140],"Existing":[152],"implementations":[153],"problems":[163],"usually":[164],"use":[165],"a":[166,177],"fixed":[167],"size":[171],"estimations,":[173],"results":[175],"cost.":[180],"fact":[182],"can":[188],"be":[189,297],"reduced":[190,248],"with":[191],"smaller":[192],"sizes.":[194],"how":[196],"reduce":[198,226],"yet":[202],"keep":[203,240],"accuracy":[205],"challenging.":[210],"address":[212],"develop":[216],"scheme":[219],"select":[221],"computation":[228],"load.":[229],"More":[230],"used":[234],"near":[235],"accuracy,":[243],"while":[244],"speed":[250],"up":[251],"state":[257],"processes":[260,294],"stable.":[262],"We":[263],"also":[264],"provide":[265],"mathematical":[266],"support":[267],"setting":[269],"hyperparameters":[271],"APFC":[274],"framework.":[275],"better":[277],"apply":[278],"our":[279],"general":[283],"problems,":[287],"domain":[288],"knowledge":[289],"corresponding":[292],"needs":[295],"considered":[298],"hyperparameter":[301],"settings.":[302]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}