{"id":"https://openalex.org/W4316035956","doi":"https://doi.org/10.3233/jifs-223443","title":"Fault diagnosis of oil-immersed transformer based on MGTO-BSCN","display_name":"Fault diagnosis of oil-immersed transformer based on MGTO-BSCN","publication_year":2023,"publication_date":"2023-01-13","ids":{"openalex":"https://openalex.org/W4316035956","doi":"https://doi.org/10.3233/jifs-223443"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-223443","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-223443","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5015720249","display_name":"Lingzhi Yi","orcid":"https://orcid.org/0000-0002-3051-3822"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingzhi Yi","raw_affiliation_strings":["College of Automation and Electronic Information, Xiangtan University, Xiangtan, Hunan, P.R. China","Hunan Engineering Research Center of Multi-energy Cooperative Control Technology, Xiangtan, Hunan, China","Hunan Engineering Research Center of Multi-energy Cooperative Control Technology, Xiangtan, Hunan, China; School of Automation and Electronic Information, Xiangtan University, Xiangtan, Hunan, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation and Electronic Information, Xiangtan University, Xiangtan, Hunan, P.R. China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"Hunan Engineering Research Center of Multi-energy Cooperative Control Technology, Xiangtan, Hunan, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Engineering Research Center of Multi-energy Cooperative Control Technology, Xiangtan, Hunan, China; School of Automation and Electronic Information, Xiangtan University, Xiangtan, Hunan, P.R. China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101306303","display_name":"Long Jiao","orcid":"https://orcid.org/0009-0008-1367-5249"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiao Long","raw_affiliation_strings":["College of Automation and Electronic Information, Xiangtan University, Xiangtan, Hunan, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation and Electronic Information, Xiangtan University, Xiangtan, Hunan, P.R. China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036076300","display_name":"Jianxiong Huang","orcid":"https://orcid.org/0000-0002-8929-9840"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiong Huang","raw_affiliation_strings":["College of Automation and Electronic Information, Xiangtan University, Xiangtan, Hunan, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation and Electronic Information, Xiangtan University, Xiangtan, Hunan, P.R. China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068210435","display_name":"Xunjian Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122501","display_name":"Hunan Xiangdian Test Research Institute (China)","ror":"https://ror.org/0391pty66","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210122501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xunjian Xu","raw_affiliation_strings":["Key Laboratory of Disaster Prevention and Reduction for Power Grid Transmission and Distribution Equipment, Changsha, Hunan Province, China","State-Grid Hunan Electric Power Company Disaster Prevention and Reduction Center, Changsha, Hunan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Disaster Prevention and Reduction for Power Grid Transmission and Distribution Equipment, Changsha, Hunan Province, China","institution_ids":[]},{"raw_affiliation_string":"State-Grid Hunan Electric Power Company Disaster Prevention and Reduction Center, Changsha, Hunan Province, China","institution_ids":["https://openalex.org/I4210122501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019889221","display_name":"Wenqing Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122501","display_name":"Hunan Xiangdian Test Research Institute (China)","ror":"https://ror.org/0391pty66","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210122501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqing Feng","raw_affiliation_strings":["Key Laboratory of Disaster Prevention and Reduction for Power Grid Transmission and Distribution Equipment, Changsha, Hunan Province, China","State-Grid Hunan Electric Power Company Disaster Prevention and Reduction Center, Changsha, Hunan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Disaster Prevention and Reduction for Power Grid Transmission and Distribution Equipment, Changsha, Hunan Province, China","institution_ids":[]},{"raw_affiliation_string":"State-Grid Hunan Electric Power Company Disaster Prevention and Reduction Center, Changsha, Hunan Province, China","institution_ids":["https://openalex.org/I4210122501"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088024350","display_name":"Haixiang She","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135994","display_name":"China Railway Group (China)","ror":"https://ror.org/03za3eq42","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixiang She","raw_affiliation_strings":["Pu\u2019er Infrastructure Section of China Railway Kunming Group Co., Ltd, Kunming Yunnan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pu\u2019er Infrastructure Section of China Railway Kunming Group Co., Ltd, Kunming Yunnan","institution_ids":["https://openalex.org/I4210135994"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101306303"],"corresponding_institution_ids":["https://openalex.org/I4610292"],"apc_list":null,"apc_paid":null,"fwci":0.3739,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5674319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"44","issue":"4","first_page":"6021","last_page":"6034"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9997000098228455,"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":0.9997000098228455,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9958000183105469,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9760000109672546,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6695260405540466},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5873098969459534},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5149295926094055},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.48006734251976013},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4793477952480316},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4786968529224396},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3907889127731323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31085005402565},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21251150965690613},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18017330765724182},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.06563806533813477}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6695260405540466},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5873098969459534},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5149295926094055},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.48006734251976013},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4793477952480316},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4786968529224396},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3907889127731323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31085005402565},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21251150965690613},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18017330765724182},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.06563806533813477},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-223443","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-223443","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2057378733","https://openalex.org/W2158969303","https://openalex.org/W2232317135","https://openalex.org/W2516429987","https://openalex.org/W2593382986","https://openalex.org/W2766230721","https://openalex.org/W2770344288","https://openalex.org/W2782805730","https://openalex.org/W2910145865","https://openalex.org/W2913497545","https://openalex.org/W2922096023","https://openalex.org/W2972862101","https://openalex.org/W3132482843","https://openalex.org/W3134034025","https://openalex.org/W3157080779","https://openalex.org/W3185076117","https://openalex.org/W3214367198","https://openalex.org/W4205557715","https://openalex.org/W4205571244","https://openalex.org/W4210587662","https://openalex.org/W4213278943"],"related_works":["https://openalex.org/W3019402777","https://openalex.org/W4386596916","https://openalex.org/W3212544526","https://openalex.org/W2031835531","https://openalex.org/W2388590088","https://openalex.org/W1969166468","https://openalex.org/W2022727000","https://openalex.org/W2116377213","https://openalex.org/W2122371747","https://openalex.org/W2069224524"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,86,97,108],"improve":[3],"the":[4,21,29,40,52,59,62,73,120,125,135,171,177,180,185],"accuracy":[5,57,127,136],"and":[6,28,55,113,119,149,164],"reliability":[7],"of":[8,11,58,137,173],"fault":[9,16,74,121,141,154],"diagnosis":[10,17,75,122,142,155],"oil-immersed":[12],"power":[13],"transformers,":[14],"a":[15],"method":[18,187],"based":[19],"on":[20],"Modified":[22],"Artificial":[23],"Gorilla":[24],"Troops":[25],"Optimizer":[26,162],"(MGTO)":[27],"Stochastic":[30,64],"Configuration":[31,65],"Networks":[32,66],"with":[33,124,179],"Block":[34],"Increments":[35],"(BSCN)":[36],"is":[37,47,70,77,106,128,146],"proposed.":[38],"First,":[39],"original":[41,80],"artificial":[42],"gorilla":[43],"troop":[44],"optimization":[45,56],"algorithm":[46,105],"improved,":[48],"which":[49,145],"effectively":[50],"improves":[51],"convergence":[53],"speed":[54],"algorithm.":[60,175],"Secondly,":[61],"conventional":[63],"(SCN)":[67],"learning":[68],"methodology":[69],"modified":[71],"when":[72],"model":[76,123,182],"constructed.":[78,129],"The":[79,130],"SCN":[81],"adopts":[82,93],"point":[83],"incremental":[84],"approach":[85,96],"gradually":[87],"add":[88],"hidden":[89],"nodes,":[90],"while":[91],"BSCN":[92,117,153],"block":[94],"increment":[95],"learn":[98],"features.":[99],"It":[100],"significantly":[101],"accelerates":[102],"training.":[103],"MGTO":[104,174],"used":[107],"jointly":[109],"optimize":[110],"regularization":[111],"parameter":[112],"scale":[114],"factor":[115],"in":[116,191],"model,":[118],"highest":[126],"experimental":[131],"results":[132],"show":[133],"that":[134,184],"MGTO-BSCN":[138],"for":[139],"transformer":[140],"reaches":[143],"95.9%,":[144],"3.5%,":[147],"9.9%":[148],"11.7%":[150],"higher":[151],"than":[152],"models":[156],"optimized":[157],"by":[158],"GTO,":[159],"Grey":[160],"Wolf":[161],"(GWO)":[163],"Particle":[165],"Swarm":[166],"Optimization":[167],"(PSO)":[168],"respectively,":[169],"reflecting":[170],"superiority":[172],"Meanwhile,":[176],"comparison":[178],"traditional":[181],"shows":[183],"proposed":[186],"has":[188],"obvious":[189],"advantages":[190],"diagnostic":[192],"effect.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}