{"id":"https://openalex.org/W4408520964","doi":"https://doi.org/10.1109/icei63732.2024.10917045","title":"Voiceprint Recognition-based Power Transformer Fault Detection for Enhancing Safety Maintenance of Electrical Systems","display_name":"Voiceprint Recognition-based Power Transformer Fault Detection for Enhancing Safety Maintenance of Electrical Systems","publication_year":2024,"publication_date":"2024-11-01","ids":{"openalex":"https://openalex.org/W4408520964","doi":"https://doi.org/10.1109/icei63732.2024.10917045"},"language":"en","primary_location":{"id":"doi:10.1109/icei63732.2024.10917045","doi":"https://doi.org/10.1109/icei63732.2024.10917045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icei63732.2024.10917045","pdf_url":null,"source":{"id":"https://openalex.org/S4306498496","display_name":"IEEE International Conference on Energy Internet (ICEI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Energy Internet (ICEI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5100315836","display_name":"Xinyu Li","orcid":"https://orcid.org/0009-0007-5575-8221","observed_orcids":["https://orcid.org/0009-0007-5575-8221"]},"institutions":[{"id":"https://openalex.org/I4405280778","display_name":"State Grid Liaoning Electric Power Company (China)","ror":"https://ror.org/03e9tzd10","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442","https://openalex.org/I4405280778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Li","raw_affiliation_strings":["State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China","institution_ids":["https://openalex.org/I4405280778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002538303","display_name":"Yingming Wu","orcid":"https://orcid.org/0009-0001-3284-2830","observed_orcids":["https://orcid.org/0009-0001-3284-2830"]},"institutions":[{"id":"https://openalex.org/I4405280778","display_name":"State Grid Liaoning Electric Power Company (China)","ror":"https://ror.org/03e9tzd10","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442","https://openalex.org/I4405280778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingming Wu","raw_affiliation_strings":["State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China","institution_ids":["https://openalex.org/I4405280778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100631722","display_name":"Chenyang Liu","orcid":"https://orcid.org/0000-0001-8791-0872","observed_orcids":["https://orcid.org/0000-0001-8791-0872"]},"institutions":[{"id":"https://openalex.org/I4405280778","display_name":"State Grid Liaoning Electric Power Company (China)","ror":"https://ror.org/03e9tzd10","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442","https://openalex.org/I4405280778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Liu","raw_affiliation_strings":["State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China","institution_ids":["https://openalex.org/I4405280778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091766919","display_name":"Zaiming Yu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405280778","display_name":"State Grid Liaoning Electric Power Company (China)","ror":"https://ror.org/03e9tzd10","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442","https://openalex.org/I4405280778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaiming Yu","raw_affiliation_strings":["State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China","institution_ids":["https://openalex.org/I4405280778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001077766","display_name":"Wenhao He","orcid":"https://orcid.org/0000-0003-3281-3295","observed_orcids":["https://orcid.org/0000-0003-3281-3295"]},"institutions":[{"id":"https://openalex.org/I4405280778","display_name":"State Grid Liaoning Electric Power Company (China)","ror":"https://ror.org/03e9tzd10","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442","https://openalex.org/I4405280778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao He","raw_affiliation_strings":["State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Liaoning Electric Power Co., Ltd,Fushun Power Supply Company,Fushun,China","institution_ids":["https://openalex.org/I4405280778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050766297","display_name":"Minzhen Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minzhen Wang","raw_affiliation_strings":["Ningbo University,College of Science and Technology,Ningbo,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ningbo University,College of Science and Technology,Ningbo,China","institution_ids":["https://openalex.org/I109935558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.612,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84861618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"355","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.5835000276565552,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.5835000276565552,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.38449999690055847,"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/T12737","display_name":"Electrical Fault Detection and Protection","score":0.009600000455975533,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/power-transformer-fault-detection","display_name":"power transformer fault detection","score":0.9890000224113464},{"id":"https://openalex.org/keywords/voiceprint-recognition","display_name":"voiceprint recognition","score":0.9520000219345093},{"id":"https://openalex.org/keywords/acoustic-signal-analysis","display_name":"acoustic signal analysis","score":0.8460000157356262},{"id":"https://openalex.org/keywords/x-vector","display_name":"x-vector","score":0.8880000114440918},{"id":"https://openalex.org/keywords/time-delay-neural-networks","display_name":"time-delay neural networks","score":0.9580000042915344},{"id":"https://openalex.org/keywords/ultrasonic-signals","display_name":"ultrasonic signals","score":0.7910000085830688},{"id":"https://openalex.org/keywords/transformer-condition-monitoring","display_name":"transformer condition monitoring","score":0.8050000071525574},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.375},{"id":"https://openalex.org/keywords/power-system-safety","display_name":"power system safety","score":0.5609999895095825}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.570354700088501},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5669214129447937},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5490808486938477},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4801449477672577},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.44217610359191895},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2927964925765991},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.262391597032547},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2516345977783203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20220860838890076},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.1292138397693634},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.06825309991836548},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icei63732.2024.10917045","doi":"https://doi.org/10.1109/icei63732.2024.10917045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icei63732.2024.10917045","pdf_url":null,"source":{"id":"https://openalex.org/S4306498496","display_name":"IEEE International Conference on Energy Internet (ICEI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Energy Internet (ICEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.8970999717712402},{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.75}],"sustainable_development_goals_aurora":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5899999737739563}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335967","display_name":"Science and Technology Project of State Grid","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2073652841","https://openalex.org/W2608887242","https://openalex.org/W2824069844","https://openalex.org/W2890964092","https://openalex.org/W2954616559","https://openalex.org/W3003212371","https://openalex.org/W3089140114","https://openalex.org/W3135733163","https://openalex.org/W3135991175","https://openalex.org/W4205532383","https://openalex.org/W4223528404","https://openalex.org/W4288679912","https://openalex.org/W4321599279","https://openalex.org/W4394002442","https://openalex.org/W4400241524"],"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/W2155742919","https://openalex.org/W2532099551","https://openalex.org/W1914681266"],"abstract_inverted_index":{"Power":[0],"transformers":[1],"play":[2],"a":[3,23,44,66,109],"crucial":[4],"role":[5],"in":[6],"maintaining":[7],"the":[8,72,88,121],"stability":[9],"and":[10,22,29,35,56,79,98,112,124],"security":[11],"of":[12,25,126],"power":[13,127],"systems.":[14,129],"Traditional":[15],"fault":[16,50,103],"detection":[17,104],"methods":[18,93],"suffer":[19],"from":[20],"subjectivity":[21],"lack":[24],"sensitivity":[26],"to":[27,120],"subtle":[28],"ultrasonic":[30],"signals,":[31],"limiting":[32],"their":[33],"accuracy":[34],"efficiency.":[36],"To":[37],"address":[38],"these":[39],"challenges,":[40],"this":[41],"paper":[42],"proposes":[43],"voiceprint":[45],"recognition-based":[46],"method":[47,74,107],"for":[48,115],"transformer":[49,81,117],"detection.":[51],"By":[52],"analyzing":[53],"acoustic":[54],"signals":[55],"leveraging":[57],"deep":[58],"learning,":[59],"specifically":[60],"an":[61],"x-vector":[62],"model":[63],"combined":[64],"with":[65],"Time":[67],"Delay":[68],"Neural":[69],"Network":[70],"(TDNN),":[71],"proposed":[73],"effectively":[75],"distinguishes":[76],"between":[77],"normal":[78],"abnormal":[80],"operating":[82],"conditions.":[83],"Experimental":[84],"results":[85],"demonstrated":[86],"that":[87],"x-vector-based":[89],"approach":[90],"outperformed":[91],"existing":[92],"such":[94],"as":[95],"i-vector,":[96],"ResNet+self-attention,":[97],"d-vector":[99],"models,":[100],"achieving":[101],"superior":[102],"accuracy.":[105],"This":[106],"provides":[108],"more":[110],"robust":[111],"efficient":[113],"solution":[114],"real-time":[116],"monitoring,":[118],"contributing":[119],"enhanced":[122],"safety":[123],"reliability":[125],"supply":[128]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2025-10-10T00:00:00"}