{"id":"https://openalex.org/W4408792499","doi":"https://doi.org/10.1109/tim.2025.3554291","title":"A Flexible Winding Identification Method Utilizing Self-Attention and DNN for the Double-Suction Centrifugal Pump","display_name":"A Flexible Winding Identification Method Utilizing Self-Attention and DNN for the Double-Suction Centrifugal Pump","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408792499","doi":"https://doi.org/10.1109/tim.2025.3554291"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3554291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3554291","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/A5086608652","display_name":"Zhiyuan Wang","orcid":"https://orcid.org/0000-0001-5108-7108"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiyuan Wang","raw_affiliation_strings":["State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027713862","display_name":"Ruitong Xie","orcid":"https://orcid.org/0009-0007-5996-2350"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruitong Xie","raw_affiliation_strings":["Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, the School of Mechanical Engineering, and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education (Tianjin University of Technology), Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, the School of Mechanical Engineering, and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education (Tianjin University of Technology), Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027855067","display_name":"Jiwei Chen","orcid":"https://orcid.org/0009-0003-1478-7182"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiwei Chen","raw_affiliation_strings":["Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, the School of Mechanical Engineering, and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education (Tianjin University of Technology), Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, the School of Mechanical Engineering, and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education (Tianjin University of Technology), Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083971760","display_name":"Tianbo Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianbo Kang","raw_affiliation_strings":["Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, the School of Mechanical Engineering, and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education (Tianjin University of Technology), Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, the School of Mechanical Engineering, and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education (Tianjin University of Technology), Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100708733","display_name":"Mian Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mian Zhang","raw_affiliation_strings":["Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, the School of Mechanical Engineering, and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education (Tianjin University of Technology), Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, the School of Mechanical Engineering, and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering and the National Demonstration Center for Experimental Mechanical and Electrical Engineering Education (Tianjin University of Technology), Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086608652"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":0.6796,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64231941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11202","display_name":"Cavitation Phenomena in Pumps","score":0.9975000023841858,"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/T13644","display_name":"Control Systems in Engineering","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/centrifugal-pump","display_name":"Centrifugal pump","score":0.7637448906898499},{"id":"https://openalex.org/keywords/suction","display_name":"Suction","score":0.6275072693824768},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.46802932024002075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44982853531837463},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.36599472165107727},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.36499616503715515},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.32642555236816406},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3166187107563019},{"id":"https://openalex.org/keywords/impeller","display_name":"Impeller","score":0.256633460521698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23304980993270874}],"concepts":[{"id":"https://openalex.org/C166675230","wikidata":"https://www.wikidata.org/wiki/Q627111","display_name":"Centrifugal pump","level":3,"score":0.7637448906898499},{"id":"https://openalex.org/C23795335","wikidata":"https://www.wikidata.org/wiki/Q1790295","display_name":"Suction","level":2,"score":0.6275072693824768},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.46802932024002075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44982853531837463},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.36599472165107727},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36499616503715515},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.32642555236816406},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3166187107563019},{"id":"https://openalex.org/C153005164","wikidata":"https://www.wikidata.org/wiki/Q1698700","display_name":"Impeller","level":2,"score":0.256633460521698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23304980993270874},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3554291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3554291","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":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.75}],"awards":[{"id":"https://openalex.org/G1132732204","display_name":null,"funder_award_id":"52475120","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2949326572","display_name":null,"funder_award_id":"2022CFB305","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G861758774","display_name":null,"funder_award_id":"52005370","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/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2060666563","https://openalex.org/W2065494753","https://openalex.org/W2583612411","https://openalex.org/W2589138705","https://openalex.org/W2783074568","https://openalex.org/W2886428688","https://openalex.org/W2906256948","https://openalex.org/W2907271793","https://openalex.org/W2989658562","https://openalex.org/W3015947038","https://openalex.org/W3021972511","https://openalex.org/W3025853527","https://openalex.org/W3035232338","https://openalex.org/W3090238656","https://openalex.org/W3135267216","https://openalex.org/W3153655623","https://openalex.org/W3163781022","https://openalex.org/W3190991989","https://openalex.org/W3213330948","https://openalex.org/W4205244318","https://openalex.org/W4206195980","https://openalex.org/W4308480314","https://openalex.org/W4324290422","https://openalex.org/W4360609772","https://openalex.org/W4388505396","https://openalex.org/W4389252426","https://openalex.org/W4391640632","https://openalex.org/W6760385162"],"related_works":["https://openalex.org/W2766846343","https://openalex.org/W2115271088","https://openalex.org/W1824940765","https://openalex.org/W2352227416","https://openalex.org/W4246442256","https://openalex.org/W2352827052","https://openalex.org/W3008031106","https://openalex.org/W2356130522","https://openalex.org/W2945083772","https://openalex.org/W3022724071"],"abstract_inverted_index":{"Double-suction":[0],"centrifugal":[1],"pumps":[2],"(DCPs)":[3],"are":[4,24,176],"extensively":[5],"utilized":[6],"in":[7,52,57,118],"water":[8,15],"diversion":[9],"projects,":[10],"agricultural":[11],"irrigation,":[12],"and":[13,36,55,74,102,142,186],"urban":[14],"supply.":[16],"Due":[17],"to":[18,86,122],"the":[19,45,48,89,113,119,149,152,179,182,190],"increasing":[20],"river":[21],"pollution,":[22],"they":[23],"facing":[25],"a":[26,94],"crisis":[27],"of":[28,47,99,115,165,189,193],"entanglement":[29],"by":[30],"flexible":[31,49,90],"materials":[32],"such":[33],"as":[34],"plastics":[35],"aquatic":[37],"plants.":[38],"However,":[39],"there":[40],"is":[41],"limited":[42],"research":[43],"on":[44,156],"identification":[46,154],"winding":[50,65,91,143,157],"fault":[51,92],"these":[53],"pumps,":[54],"variations":[56],"working":[58],"flow":[59,107,137],"rates":[60,138],"present":[61],"challenges":[62],"for":[63,139,184],"accurate":[64],"identification.":[66],"This":[67],"article":[68],"proposes":[69],"an":[70],"integrated":[71],"self-attention":[72,81,120],"mechanism":[73,82,121],"dense":[75],"neural":[76],"network":[77],"(DNN)":[78],"model,":[79],"namely,":[80],"with":[83],"DNN":[84],"(SDNN),":[85],"effectively":[87],"identify":[88],"using":[93],"small":[95],"training":[96],"sample":[97,171],"size":[98],"pulsation":[100],"signals":[101,104],"head":[103],"across":[105],"various":[106],"rates.":[108],"The":[109,145],"proposed":[110],"model":[111],"leverages":[112],"idea":[114],"weight":[116],"allocation":[117],"achieve":[123],"key":[124],"information":[125],"extraction":[126],"from":[127],"multidimensional":[128],"signal":[129],"inputs.":[130],"Experimental":[131],"studies":[132],"were":[133],"conducted":[134],"under":[135],"different":[136],"both":[140],"normal":[141],"scenarios.":[144],"results":[146],"demonstrate":[147],"that":[148],"SDNN":[150,180],"achieves":[151],"best":[153],"capability":[155],"faults":[158],"than":[159],"other":[160],"deep":[161],"learning":[162],"models,":[163],"regardless":[164],"whether":[166],"conventional":[167],"data":[168],"inputs,":[169],"imbalanced":[170],"sizes,":[172],"or":[173],"noisy":[174],"environments":[175],"considered.":[177],"Consequently,":[178],"shows":[181],"potential":[183],"effective":[185],"timely":[187],"monitoring":[188],"health":[191],"status":[192],"DCPs.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}