{"id":"https://openalex.org/W4399785047","doi":"https://doi.org/10.3934/mfc.2024029","title":"Transformer condition prediction based on data and physical models","display_name":"Transformer condition prediction based on data and physical models","publication_year":2024,"publication_date":"2024-06-18","ids":{"openalex":"https://openalex.org/W4399785047","doi":"https://doi.org/10.3934/mfc.2024029"},"language":"en","primary_location":{"id":"doi:10.3934/mfc.2024029","is_oa":true,"landing_page_url":"https://doi.org/10.3934/mfc.2024029","pdf_url":null,"source":{"id":"https://openalex.org/S4210238810","display_name":"Mathematical Foundations of Computing","issn_l":"2577-8838","issn":["2577-8838"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315844","host_organization_name":"American Institute of Mathematical Sciences","host_organization_lineage":["https://openalex.org/P4310315844"],"host_organization_lineage_names":["American Institute of Mathematical Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Foundations of Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.3934/mfc.2024029","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074075949","display_name":"Zhenyu Guo","orcid":"https://orcid.org/0000-0001-5595-6251"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhenyu Guo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100595044","display_name":"Huan Ma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huan Ma","raw_affiliation_strings":["State Grid Anhui Ultra High Voltage Company, Anhui, China","State Grid Anhui Ultra High Voltage Company, Anhui"],"affiliations":[{"raw_affiliation_string":"State Grid Anhui Ultra High Voltage Company, Anhui, China","institution_ids":[]},{"raw_affiliation_string":"State Grid Anhui Ultra High Voltage Company, Anhui","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694374","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0003-0405-1406"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["State Grid Anhui Electric Power Co. LTD, Anhui, China","State Grid Anhui Electric Power Co. LTD, Anhui"],"affiliations":[{"raw_affiliation_string":"State Grid Anhui Electric Power Co. LTD, Anhui, China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Anhui Electric Power Co. LTD, Anhui","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032143076","display_name":"Qiyue Li","orcid":"https://orcid.org/0000-0002-9399-8759"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"QiYue Li","raw_affiliation_strings":["Hefei University of Technology, Anhui, China","Hefei University of Technology, Anhui"],"affiliations":[{"raw_affiliation_string":"Hefei University of Technology, Anhui, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Hefei University of Technology, Anhui","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101381697","display_name":"LiuBing Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"LiuBing Wu","raw_affiliation_strings":["Hefei University of Technology, Anhui, China","Hefei University of Technology, Anhui"],"affiliations":[{"raw_affiliation_string":"Hefei University of Technology, Anhui, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Hefei University of Technology, Anhui","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074075949"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4239,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6028205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"8","issue":"6","first_page":"905","last_page":"922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9994000196456909,"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":0.9994000196456909,"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/T10573","display_name":"Power Quality and Harmonics","score":0.9980999827384949,"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/T11222","display_name":"Magnetic Properties and Applications","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5501006841659546},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.44095420837402344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4401712417602539},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2839285135269165},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14924007654190063},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.06863784790039062}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5501006841659546},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.44095420837402344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4401712417602539},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2839285135269165},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14924007654190063},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.06863784790039062}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3934/mfc.2024029","is_oa":true,"landing_page_url":"https://doi.org/10.3934/mfc.2024029","pdf_url":null,"source":{"id":"https://openalex.org/S4210238810","display_name":"Mathematical Foundations of Computing","issn_l":"2577-8838","issn":["2577-8838"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315844","host_organization_name":"American Institute of Mathematical Sciences","host_organization_lineage":["https://openalex.org/P4310315844"],"host_organization_lineage_names":["American Institute of Mathematical Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Foundations of Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3934/mfc.2024029","is_oa":true,"landing_page_url":"https://doi.org/10.3934/mfc.2024029","pdf_url":null,"source":{"id":"https://openalex.org/S4210238810","display_name":"Mathematical Foundations of Computing","issn_l":"2577-8838","issn":["2577-8838"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315844","host_organization_name":"American Institute of Mathematical Sciences","host_organization_lineage":["https://openalex.org/P4310315844"],"host_organization_lineage_names":["American Institute of Mathematical Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Foundations of Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1979467892","https://openalex.org/W2337270104","https://openalex.org/W2765525403","https://openalex.org/W2787230676"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Deploying":[0],"different":[1],"kinds":[2],"of":[3,12,31,40,54,63,126],"driving":[4],"models":[5,33],"in":[6,94,114],"the":[7,29,32,37,41,50,55,64,84,91,95,99,112,115,119,124,129,140],"routine":[8],"monitoring":[9,144],"and":[10,57,89],"maintenance":[11],"power":[13,142],"transformers":[14],"is":[15],"an":[16],"effective":[17],"way":[18],"to":[19,28,122],"improve":[20],"transformer":[21,56,65,79,85,130,143],"safety.":[22],"However,":[23],"it":[24],"poses":[25],"a":[26,59,75],"challenge":[27],"accuracy":[30],"as":[34,36],"well":[35],"interpret":[38],"ability":[39],"outputs.":[42],"To":[43],"address":[44],"this":[45],"issue,":[46],"we":[47,73,105],"first":[48],"simplified":[49],"internal":[51,68],"temperature":[52],"field":[53],"constructed":[58,74],"physical":[60,116],"driver":[61],"model":[62,77,117,121],"incorporating":[66],"its":[67],"heat":[69],"transfer":[70],"process.":[71],"Then,":[72],"data-driven":[76,120],"for":[78,139],"condition":[80],"prediction":[81],"by":[82],"using":[83],"daily":[86],"operation":[87],"data":[88,96],"mining":[90],"change":[92],"information":[93],"based":[97],"on":[98],"metabolic":[100],"gray":[101],"algorithm":[102],"(MGA).":[103],"Finally,":[104],"fused":[106],"these":[107],"two":[108],"models,":[109],"specifically":[110],"updating":[111],"parameters":[113],"through":[118],"achieve":[123],"purpose":[125],"accurately":[127],"predicting":[128],"condition.":[131],"The":[132],"experimental":[133],"results":[134],"provide":[135],"valuable":[136],"design":[137],"insights":[138],"actual":[141],"system.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-23T07:41:27.035349","created_date":"2025-10-10T00:00:00"}
