{"id":"https://openalex.org/W4411280374","doi":"https://doi.org/10.1007/s44196-025-00862-z","title":"Acoustic Fault Diagnosis Method for Rotating Machinery Based on Collaborative Perception Information Aggregation Guidance Network","display_name":"Acoustic Fault Diagnosis Method for Rotating Machinery Based on Collaborative Perception Information Aggregation Guidance Network","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4411280374","doi":"https://doi.org/10.1007/s44196-025-00862-z"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-025-00862-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-00862-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00862-z.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00862-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100617571","display_name":"Chaofan Li","orcid":"https://orcid.org/0000-0002-3041-3004"},"institutions":[{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaofan Li","raw_affiliation_strings":["Tangshan Institute, Southwest Jiaotong University, Tangshan, 063000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tangshan Institute, Southwest Jiaotong University, Tangshan, 063000, China","institution_ids":["https://openalex.org/I154341788","https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100690860","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0002-2058-2373"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["School of Design, Southwest Jiaotong University, Chengdu, 611756, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Design, Southwest Jiaotong University, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101641207","display_name":"Qichen Wang","orcid":"https://orcid.org/0009-0004-1108-426X"},"institutions":[{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qichen Wang","raw_affiliation_strings":["Tangshan Institute, Southwest Jiaotong University, Tangshan, 063000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tangshan Institute, Southwest Jiaotong University, Tangshan, 063000, China","institution_ids":["https://openalex.org/I154341788","https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100882803","display_name":"Yufei Han","orcid":"https://orcid.org/0009-0006-8640-0815"},"institutions":[{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufei Han","raw_affiliation_strings":["Tangshan Institute, Southwest Jiaotong University, Tangshan, 063000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tangshan Institute, Southwest Jiaotong University, Tangshan, 063000, China","institution_ids":["https://openalex.org/I154341788","https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070559820","display_name":"Tianrui Li","orcid":"https://orcid.org/0000-0001-7780-104X"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianrui Li","raw_affiliation_strings":["School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016065545","display_name":"Fei Teng","orcid":"https://orcid.org/0000-0001-9535-7245"},"institutions":[{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Teng","raw_affiliation_strings":["School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China","Tangshan Institute, Southwest Jiaotong University, Tangshan, 063000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"Tangshan Institute, Southwest Jiaotong University, Tangshan, 063000, China","institution_ids":["https://openalex.org/I154341788","https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100611984","display_name":"Cai Yi","orcid":"https://orcid.org/0000-0001-5641-6791"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cai Yi","raw_affiliation_strings":["State Key Laboratory of Rail Transit Vehicle System, Southwest Jiaotong University, Chengdu, 611756, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Rail Transit Vehicle System, Southwest Jiaotong University, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100324098","display_name":"Yu Wu","orcid":"https://orcid.org/0000-0002-1680-8253"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongmeng Wu","raw_affiliation_strings":["School of Design, Southwest Jiaotong University, Chengdu, 611756, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Design, Southwest Jiaotong University, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100690860"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":1.7851,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85063508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9932000041007996,"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":0.9932000041007996,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9736999869346619,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9659000039100647,"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/fault","display_name":"Fault (geology)","score":0.6818751096725464},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6435679793357849},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6089172959327698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3691027760505676},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14121699333190918},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08895757794380188},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.07498800754547119},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06856435537338257}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6818751096725464},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6435679793357849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6089172959327698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3691027760505676},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14121699333190918},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08895757794380188},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.07498800754547119},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06856435537338257}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44196-025-00862-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-00862-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00862-z.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:24ce94af26664714946251bf1987921f","is_oa":true,"landing_page_url":"https://doaj.org/article/24ce94af26664714946251bf1987921f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 18, Iss 1, Pp 1-21 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44196-025-00862-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-00862-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00862-z.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1870504979","display_name":null,"funder_award_id":"52302444","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4407941723","display_name":null,"funder_award_id":"2021YFB3400704-02","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5390292230","display_name":null,"funder_award_id":"2025ZNSFSC1330","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G6820180429","display_name":null,"funder_award_id":"2302444","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7521216369","display_name":null,"funder_award_id":"2024NSFSC0908","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G8284885842","display_name":null,"funder_award_id":"F2022105033","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411280374.pdf","grobid_xml":"https://content.openalex.org/works/W4411280374.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W2509065397","https://openalex.org/W2584994008","https://openalex.org/W2973424371","https://openalex.org/W2976146944","https://openalex.org/W2977117446","https://openalex.org/W2998506103","https://openalex.org/W3002127793","https://openalex.org/W3007888802","https://openalex.org/W3015302980","https://openalex.org/W3024869864","https://openalex.org/W3098357269","https://openalex.org/W3110669294","https://openalex.org/W3158553615","https://openalex.org/W3161353768","https://openalex.org/W3191309868","https://openalex.org/W4213366994","https://openalex.org/W4246863316","https://openalex.org/W4284881463","https://openalex.org/W4310664594","https://openalex.org/W4312208430","https://openalex.org/W4319014671","https://openalex.org/W4372260481","https://openalex.org/W4375869393","https://openalex.org/W4384304864","https://openalex.org/W4384700671","https://openalex.org/W4386798294","https://openalex.org/W4388263211","https://openalex.org/W4388818694","https://openalex.org/W4393022741","https://openalex.org/W4394002442","https://openalex.org/W4399518575","https://openalex.org/W4399557789","https://openalex.org/W4401154904","https://openalex.org/W4401634059","https://openalex.org/W4403123388","https://openalex.org/W4403325164"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,134,176],"non-contact":[1],"and":[2,22,35,94,109,129,141,149,197],"directional":[3],"nature":[4],"of":[5,25,42,102,131,159],"acoustic":[6,77,103,139,187],"fault":[7,14,144,184],"diagnosis":[8],"offers":[9],"a":[10,53,65],"distinct":[11],"advantage":[12],"for":[13],"detection":[15],"in":[16,151,193],"complex":[17,32,106,194],"environments,":[18],"ensuring":[19],"the":[20,40,62,71,80,99,126,157],"safe":[21],"stable":[23],"operation":[24],"rotating":[26],"machinery.":[27],"However,":[28],"challenges":[29],"such":[30],"as":[31],"working":[33,195],"conditions":[34,108,196],"data":[36,153,199],"imbalance":[37],"significantly":[38],"hinder":[39],"effectiveness":[41,158],"acoustic-based":[43],"diagnostic":[44,191],"systems.":[45],"To":[46,155],"address":[47],"these":[48],"issues,":[49],"this":[50],"paper":[51],"proposes":[52],"Collaborative":[54],"Perception":[55],"Information":[56],"Aggregation":[57],"Guidance":[58],"Network":[59],"(CPAGN).":[60],"In":[61],"proposed":[63],"method,":[64],"Stem":[66],"layer":[67,83],"is":[68,118],"utilized":[69],"at":[70,182],"front":[72],"end":[73],"to":[74,120],"extract":[75],"nonlinear":[76],"features.":[78],"Subsequently,":[79],"collaborative":[81],"perception":[82],"integrates":[84],"local":[85],"frequency":[86],"information":[87,92,185],"extraction,":[88],"multi-receptive":[89],"field":[90],"temporal":[91],"fusion,":[93],"redundancy":[95],"reduction,":[96],"thereby":[97],"capturing":[98,183],"time-frequency":[100],"variations":[101],"signals":[104],"under":[105],"operating":[107],"enhancing":[110],"condition":[111],"awareness.":[112],"Finally,":[113],"inter-layer":[114],"feature":[115],"correlation":[116],"computation":[117],"employed":[119],"generate":[121],"global":[122,132],"channel":[123],"guidance,":[124],"facilitating":[125],"effective":[127],"interaction":[128],"fusion":[130],"information.":[133],"CPAGN":[135,180],"successfully":[136],"extracts":[137],"critical":[138],"features":[140],"identifies":[142],"essential":[143],"information,":[145],"demonstrating":[146],"remarkable":[147],"robustness":[148],"generalizability":[150],"handling":[152],"imbalance.":[154],"validate":[156],"CPAGN,":[160],"comparative":[161],"experiments":[162],"were":[163],"conducted":[164],"on":[165],"two":[166],"datasets,":[167],"comparing":[168],"it":[169],"with":[170],"several":[171],"existing":[172],"deep":[173],"learning":[174],"methods.":[175],"results":[177],"indicate":[178],"that":[179],"excels":[181],"from":[186],"signals,":[188],"achieving":[189],"superior":[190],"performance":[192],"imbalanced":[198],"scenarios.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}