{"id":"https://openalex.org/W4401879373","doi":"https://doi.org/10.1109/tim.2024.3450101","title":"Fault Diagnosis of Ultra-Supercritical Thermal Power Units Based on Improved ICEEMDAN and LeNet-5","display_name":"Fault Diagnosis of Ultra-Supercritical Thermal Power Units Based on Improved ICEEMDAN and LeNet-5","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401879373","doi":"https://doi.org/10.1109/tim.2024.3450101"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3450101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3450101","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/A5031070086","display_name":"Chun Wei","orcid":"https://orcid.org/0000-0002-9689-3442"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Wei","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-9689-3442","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043608187","display_name":"Xingfan Zhang","orcid":"https://orcid.org/0000-0003-0852-4194"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingfan Zhang","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-0852-4194","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102448018","display_name":"Cheng Zhang","orcid":"https://orcid.org/0009-0004-9223-5751"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Zhang","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0004-9223-5751","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048733958","display_name":"Zhihuan Song","orcid":"https://orcid.org/0000-0003-4098-6479"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhihuan Song","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-4098-6479","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3577,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80843268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9944000244140625,"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":0.9944000244140625,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9929999709129333,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9578999876976013,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/supercritical-fluid","display_name":"Supercritical fluid","score":0.7048293948173523},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5040642023086548},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4729870557785034},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.43439966440200806},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4084518849849701},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32305780053138733},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2304583489894867},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18862184882164001},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.10295096039772034}],"concepts":[{"id":"https://openalex.org/C118419359","wikidata":"https://www.wikidata.org/wiki/Q682585","display_name":"Supercritical fluid","level":2,"score":0.7048293948173523},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5040642023086548},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4729870557785034},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.43439966440200806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4084518849849701},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32305780053138733},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2304583489894867},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18862184882164001},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.10295096039772034},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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:10.1109/tim.2024.3450101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3450101","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":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G7011090614","display_name":null,"funder_award_id":"2022C01206","funder_id":"https://openalex.org/F4320327780","funder_display_name":"Key Research and Development Program of Jiangxi Province"}],"funders":[{"id":"https://openalex.org/F4320327780","display_name":"Key Research and Development Program of Jiangxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2023534760","https://openalex.org/W2051044060","https://openalex.org/W2404692435","https://openalex.org/W2461729787","https://openalex.org/W2533840422","https://openalex.org/W2536676124","https://openalex.org/W2593976926","https://openalex.org/W2768753204","https://openalex.org/W2800911105","https://openalex.org/W2911725274","https://openalex.org/W2912073957","https://openalex.org/W2922660557","https://openalex.org/W2954097683","https://openalex.org/W2959154058","https://openalex.org/W2989818023","https://openalex.org/W3085394167","https://openalex.org/W3090213729","https://openalex.org/W3092507840","https://openalex.org/W3120487494","https://openalex.org/W3162621823","https://openalex.org/W3169477952","https://openalex.org/W3204767606","https://openalex.org/W3209564648","https://openalex.org/W4207016703","https://openalex.org/W4213193991","https://openalex.org/W4220793893","https://openalex.org/W4226495041","https://openalex.org/W4285225889","https://openalex.org/W4292969030","https://openalex.org/W4293193615","https://openalex.org/W4313490686","https://openalex.org/W4322706764","https://openalex.org/W4324031104","https://openalex.org/W4360597135","https://openalex.org/W4365801643","https://openalex.org/W4378450588","https://openalex.org/W4385209701","https://openalex.org/W4385296955","https://openalex.org/W4386874352","https://openalex.org/W4387568437"],"related_works":["https://openalex.org/W3196163622","https://openalex.org/W2370685986","https://openalex.org/W2040168466","https://openalex.org/W4388805554","https://openalex.org/W2371292460","https://openalex.org/W2130313128","https://openalex.org/W7632529","https://openalex.org/W2382967792","https://openalex.org/W2316032560","https://openalex.org/W2097734592"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,44,68,82,90,95,99,122,137],"problems":[3],"of":[4,21,110,130],"massive,":[5],"high-dimensional,":[6],"nonlinear,":[7],"and":[8,40,67,93,148],"strong":[9],"noise":[10,38,96],"data":[11,46,70,91],"during":[12],"operation,":[13],"this":[14],"article":[15],"proposes":[16],"a":[17,74,111],"fault":[18,108,128],"diagnosis":[19,109],"method":[20,64,104,124],"ultra-supercritical":[22],"(USC)":[23],"thermal":[24,114,132],"power":[25,115,133],"units":[26,134],"based":[27],"on":[28],"dual":[29],"improved":[30,41,101],"complete":[31],"ensemble":[32],"empirical":[33],"mode":[34,52],"decomposition":[35],"with":[36,136],"adaptive":[37],"(IICEEMDAN)":[39],"LeNet-5.":[42],"First,":[43],"raw":[45],"are":[47,71],"decomposed":[48],"into":[49,73],"multiple":[50],"intrinsic":[51],"functions":[53],"(IMFs)":[54],"by":[55],"using":[56],"ICEEMDAN.":[57],"Second,":[58],"an":[59,79],"effective":[60],"IMF":[61],"selective":[62],"reconstruction":[63],"is":[65,86,105],"proposed,":[66],"reconstructed":[69],"converted":[72],"2-D":[75],"grayscale":[76],"image":[77],"as":[78],"input":[80],"to":[81,88],"diagnostic":[83],"model,":[84],"which":[85],"able":[87],"improve":[89],"stability":[92],"reduce":[94],"interference.":[97],"Finally,":[98],"proposed":[100,123],"deep":[102],"learning":[103],"used":[106],"for":[107],"1000-MW":[112],"USC":[113,131],"unit.":[116],"The":[117],"experimental":[118],"results":[119],"indicate":[120],"that":[121],"has":[125],"superiority":[126],"in":[127],"identification":[129],"compared":[135],"traditional":[138],"LeNet-5":[139],"network,":[140],"1-D":[141],"convolutional":[142],"neural":[143],"network":[144],"(1-D":[145],"CNN),":[146],"BP,":[147],"SVM":[149],"algorithms.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}