{"id":"https://openalex.org/W4385575387","doi":"https://doi.org/10.3233/jifs-233009","title":"A probabilistic neural network with adaptive capability to optimize fault trees for the intelligent fault diagnosis of rapier loom throughout its operating cycle1","display_name":"A probabilistic neural network with adaptive capability to optimize fault trees for the intelligent fault diagnosis of rapier loom throughout its operating cycle1","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385575387","doi":"https://doi.org/10.3233/jifs-233009"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-233009","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-233009","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5078883262","display_name":"Yanjun Xiao","orcid":"https://orcid.org/0000-0003-3299-9069"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjun Xiao","raw_affiliation_strings":["Career Leader Intelligent Control Automation Company, Suqian, Jiangsu Province, China","School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","Tianjin Key Lab Power Transmiss & Safety Technol, Dept State Key Lab Reliabil & Intellectual Elect, Tianjin, Peoples R China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Career Leader Intelligent Control Automation Company, Suqian, Jiangsu Province, China","institution_ids":[]},{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Tianjin Key Lab Power Transmiss & Safety Technol, Dept State Key Lab Reliabil & Intellectual Elect, Tianjin, Peoples R China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100919859","display_name":"Yue Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhao","raw_affiliation_strings":["Career Leader Intelligent Control Automation Company, Suqian, Jiangsu Province, China","School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Career Leader Intelligent Control Automation Company, Suqian, Jiangsu Province, China","institution_ids":[]},{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053086655","display_name":"Han Fu-rong","orcid":"https://orcid.org/0000-0002-9475-9485"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Furong Han","raw_affiliation_strings":["School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076612564","display_name":"Kai Peng","orcid":"https://orcid.org/0009-0006-8157-0831"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Peng","raw_affiliation_strings":["School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101839393","display_name":"Feng Wan","orcid":"https://orcid.org/0000-0002-0190-7144"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Wan","raw_affiliation_strings":["School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101839393"],"corresponding_institution_ids":["https://openalex.org/I184843921"],"apc_list":null,"apc_paid":null,"fwci":0.1747,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45456342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"45","issue":"5","first_page":"7237","last_page":"7257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9972000122070312,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9972000122070312,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10876","display_name":"Fault Detection and Control Systems","score":0.978600025177002,"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/loom","display_name":"LOOM","score":0.7729975581169128},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.7388733625411987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6511441469192505},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5627451539039612},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5282340049743652},{"id":"https://openalex.org/keywords/fault-tree-analysis","display_name":"Fault tree analysis","score":0.48136812448501587},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4467323124408722},{"id":"https://openalex.org/keywords/fault-indicator","display_name":"Fault indicator","score":0.41582727432250977},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36373740434646606},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.33799368143081665},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.3138718605041504},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1922074556350708}],"concepts":[{"id":"https://openalex.org/C2778584943","wikidata":"https://www.wikidata.org/wiki/Q6459541","display_name":"LOOM","level":2,"score":0.7729975581169128},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.7388733625411987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6511441469192505},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5627451539039612},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5282340049743652},{"id":"https://openalex.org/C107094494","wikidata":"https://www.wikidata.org/wiki/Q428453","display_name":"Fault tree analysis","level":2,"score":0.48136812448501587},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4467323124408722},{"id":"https://openalex.org/C21267803","wikidata":"https://www.wikidata.org/wiki/Q5438159","display_name":"Fault indicator","level":4,"score":0.41582727432250977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36373740434646606},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.33799368143081665},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.3138718605041504},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1922074556350708},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-233009","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-233009","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1054161788","https://openalex.org/W1980930436","https://openalex.org/W2081462710","https://openalex.org/W2492155158","https://openalex.org/W2763128055","https://openalex.org/W2942682738","https://openalex.org/W2998506103","https://openalex.org/W3034195175","https://openalex.org/W3036280041","https://openalex.org/W3117574384","https://openalex.org/W3136177132","https://openalex.org/W3177190944","https://openalex.org/W4200507480","https://openalex.org/W4322740197","https://openalex.org/W6762326078"],"related_works":["https://openalex.org/W438422761","https://openalex.org/W569395298","https://openalex.org/W2367230280","https://openalex.org/W2387643047","https://openalex.org/W2363650331","https://openalex.org/W2383621684","https://openalex.org/W2391287690","https://openalex.org/W2363863410","https://openalex.org/W2047869714","https://openalex.org/W2351300336"],"abstract_inverted_index":{"The":[0,82,152],"mechanical":[1],"structures":[2],"of":[3,41,46,95,99,118,128,131,159,188,191,209,226],"the":[4,42,47,96,100,113,116,125,155,166,180,186,189,192,198,207],"rapier":[5,48,74,132,216],"loom":[6,49,133],"are":[7,14,35],"strongly":[8],"coupled,":[9],"resulting":[10],"in":[11,206,215],"faults":[12],"that":[13],"characterized":[15],"by":[16],"strong":[17,85],"coupling,":[18],"hierarchy,":[19],"phase":[20],"dynamics,":[21],"and":[22,76,88,110,149,163,184,211,223],"a":[23,32,56,68,203],"transient":[24],"nature.":[25],"However,":[26],"current":[27],"fault":[28,39,57,70,86,101,104,108,137,161,170,181,213],"diagnosis":[29,40,59,71,80,114,119,187],"methods":[30],"using":[31],"single":[33],"approach":[34],"not":[36],"satisfactory.":[37],"Additionally,":[38],"entire":[43],"operation":[44],"cycle":[45],"equipment":[50],"is":[51,134,140,176],"lacking.":[52],"This":[53,218],"paper":[54],"proposes":[55],"tree":[58,138],"method":[60,83,200],"with":[61],"probabilistic":[62,173],"neural":[63,174],"network":[64,175],"optimization":[65],"to":[66,178,195],"build":[67],"complete":[69,185],"system":[72],"for":[73,92,142,169,221],"looms":[75],"improve":[77],"their":[78],"intelligent":[79],"capability.":[81],"has":[84,201],"tolerance":[87],"self-adaptive":[89],"capability,":[90],"allowing":[91],"accurate":[93,222],"location":[94],"root":[97],"cause":[98,190],"from":[102],"multiple":[103],"sources.":[105],"By":[106],"accumulating":[107],"samples":[109],"continuously":[111],"improving":[112],"network,":[115],"accuracy":[117],"can":[120],"be":[121],"further":[122],"enhanced.":[123],"Initially,":[124],"failure":[126],"mechanism":[127],"key":[129],"subsystems":[130],"analyzed.":[135],"A":[136,172],"model":[139,153],"established":[141],"each":[143],"subsystem":[144],"based":[145],"on":[146],"expert":[147],"experience":[148],"historical":[150],"data.":[151],"identifies":[154],"characteristic":[156],"sign":[157],"quantities":[158],"typical":[160],"types":[162],"serves":[164],"as":[165],"basic":[167],"input":[168],"identification.":[171],"used":[177],"train":[179],"sample":[182],"set":[183],"fault.":[193],"According":[194],"field":[196],"experiments,":[197],"proposed":[199],"demonstrated":[202],"significant":[204],"improvement":[205,219],"efficiency":[208],"locating":[210],"identifying":[212],"signs":[214],"looms.":[217],"allows":[220],"quick":[224],"identification":[225],"faults.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}