{"id":"https://openalex.org/W3014038380","doi":"https://doi.org/10.31577/cai_2020_1-2_246","title":"Adaptive Fault Diagnosis of Motors Using Comprehensive Learning Particle Swarm Optimizer with Fuzzy Petri Net","display_name":"Adaptive Fault Diagnosis of Motors Using Comprehensive Learning Particle Swarm Optimizer with Fuzzy Petri Net","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014038380","doi":"https://doi.org/10.31577/cai_2020_1-2_246","mag":"3014038380"},"language":"en","primary_location":{"id":"doi:10.31577/cai_2020_1-2_246","is_oa":true,"landing_page_url":"https://doi.org/10.31577/cai_2020_1-2_246","pdf_url":"http://www.cai.sk/ojs/index.php/cai/article/download/2020_1-2_246/1013","source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.cai.sk/ojs/index.php/cai/article/download/2020_1-2_246/1013","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039592777","display_name":"Xuezhen Cheng","orcid":"https://orcid.org/0000-0001-7313-4307"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuezhen Cheng","raw_affiliation_strings":["College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645728","display_name":"Changan Wang","orcid":"https://orcid.org/0000-0001-8262-9491"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changan Wang","raw_affiliation_strings":["College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100679841","display_name":"Jiming Li","orcid":"https://orcid.org/0000-0002-5570-9952"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiming Li","raw_affiliation_strings":["College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038097199","display_name":"Xingzhen Bai","orcid":"https://orcid.org/0000-0001-6754-8490"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingzhen Bai","raw_affiliation_strings":["College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":null,"apc_paid":null,"fwci":1.0427,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75918381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"39","issue":"1-2","first_page":"246","last_page":"263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9864000082015991,"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":0.9864000082015991,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9462000131607056,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.9271000027656555,"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":0.6999979615211487},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6575173735618591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5987159609794617},{"id":"https://openalex.org/keywords/petri-net","display_name":"Petri net","score":0.5603417158126831},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5381340384483337},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4589470624923706},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35626792907714844},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.34706562757492065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3466246724128723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2580551207065582}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6999979615211487},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6575173735618591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5987159609794617},{"id":"https://openalex.org/C38677869","wikidata":"https://www.wikidata.org/wiki/Q724168","display_name":"Petri net","level":2,"score":0.5603417158126831},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5381340384483337},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4589470624923706},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35626792907714844},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.34706562757492065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3466246724128723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2580551207065582},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31577/cai_2020_1-2_246","is_oa":true,"landing_page_url":"https://doi.org/10.31577/cai_2020_1-2_246","pdf_url":"http://www.cai.sk/ojs/index.php/cai/article/download/2020_1-2_246/1013","source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31577/cai_2020_1-2_246","is_oa":true,"landing_page_url":"https://doi.org/10.31577/cai_2020_1-2_246","pdf_url":"http://www.cai.sk/ojs/index.php/cai/article/download/2020_1-2_246/1013","source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014038380.pdf","grobid_xml":"https://content.openalex.org/works/W3014038380.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1179686678","https://openalex.org/W1995988665","https://openalex.org/W2054475422","https://openalex.org/W2139972316","https://openalex.org/W2221161303","https://openalex.org/W2378934329","https://openalex.org/W2383429333","https://openalex.org/W2734998407","https://openalex.org/W2767574195","https://openalex.org/W2770344288","https://openalex.org/W2781934572","https://openalex.org/W2783144021","https://openalex.org/W2790906574","https://openalex.org/W2791426204","https://openalex.org/W2799501716","https://openalex.org/W2896163871","https://openalex.org/W2903554972","https://openalex.org/W2906443054","https://openalex.org/W2909443287","https://openalex.org/W2911890521","https://openalex.org/W2913222812","https://openalex.org/W2945842432"],"related_works":["https://openalex.org/W2606003501","https://openalex.org/W2150529903","https://openalex.org/W1963804032","https://openalex.org/W2092837029","https://openalex.org/W2387583926","https://openalex.org/W2361592933","https://openalex.org/W1973450428","https://openalex.org/W2063663749","https://openalex.org/W2350459918","https://openalex.org/W2353523221"],"abstract_inverted_index":{"This":[0,111],"study":[1,112],"proposes":[2],"and":[3,24,85,101,106,137,159,167],"applies":[4],"a":[5,31,41,59,70,117],"comprehensive":[6],"learning":[7],"particle":[8],"swarm":[9],"optimization":[10],"(CLPSO)":[11],"fuzzy":[12],"Petri":[13,56],"net":[14,57],"(FPN)":[15],"algorithm,":[16],"which":[17],"is":[18,38,62,77,91],"based":[19,79],"on":[20,80],"the":[21,27,35,47,55,66,81,95,104,114,125,141,147,150,164],"CLPSO":[22,89],"algorithm":[23,90,127],"FPN,":[25],"to":[26,44,54,64,93,102],"fault":[28,50,75,86,99,109,151,165],"diagnosis":[29,76,100],"of":[30,49,108,116,154,170],"complex":[32],"motor.":[33,120],"First,":[34],"transition":[36],"confidence":[37],"replaced":[39],"by":[40],"Gaussian":[42],"function":[43],"deal":[45],"with":[46,134,140],"uncertainty":[48],"propagation.":[51],"Then,":[52],"according":[53],"principle,":[58],"competition":[60],"operator":[61],"introduced":[63],"improve":[65,103],"matrix":[67],"reasoning.":[68],"Finally,":[69],"CLPSO-FPN":[71],"model":[72],"for":[73,98],"motor":[74,82,133],"established":[78],"failure":[83],"mechanism":[84],"characteristics.":[87],"The":[88,121],"used":[92],"generate":[94],"system":[96,148],"parameters":[97],"adaptability":[105,136],"accuracy":[107,138],"diagnosis.":[110],"considers":[113],"example":[115],"three-phase":[118],"asynchronous":[119],"results":[122],"show":[123],"that":[124],"proposed":[126],"can":[128,156],"diagnose":[129],"faults":[130],"in":[131],"this":[132],"satisfactory":[135],"compared":[139],"traditional":[142],"FPN":[143],"algorithm.":[144],"By":[145],"establishing":[146],"model,":[149],"propagation":[152],"process":[153],"motors":[155],"be":[157],"accurately":[158],"intuitively":[160],"expressed,":[161],"thus":[162],"improving":[163],"treatment":[166],"equipment":[168],"maintenance":[169],"motors.":[171]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
