{"id":"https://openalex.org/W3041518653","doi":"https://doi.org/10.1109/tii.2020.3007607","title":"A New Diagnostic Technique for Reliable Decision-Making on Transformer FRA Data in Interturn Short-Circuit Condition","display_name":"A New Diagnostic Technique for Reliable Decision-Making on Transformer FRA Data in Interturn Short-Circuit Condition","publication_year":2020,"publication_date":"2020-07-07","ids":{"openalex":"https://openalex.org/W3041518653","doi":"https://doi.org/10.1109/tii.2020.3007607","mag":"3041518653"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.3007607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3007607","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5004601177","display_name":"Yerbol Akhmetov","orcid":"https://orcid.org/0000-0002-3230-6536"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Yerbol Akhmetov","raw_affiliation_strings":["Electrical and Computer Engineering Department, Nazarbayev University, Nur-Sultan, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-3230-6536","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Nazarbayev University, Nur-Sultan, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018600859","display_name":"Venera Nurmanova","orcid":"https://orcid.org/0000-0001-7107-2907"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Venera Nurmanova","raw_affiliation_strings":["Electrical and Computer Engineering Department, Nazarbayev University, Nur-Sultan, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0001-7107-2907","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Nazarbayev University, Nur-Sultan, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040772749","display_name":"Mehdi Bagheri","orcid":"https://orcid.org/0000-0002-8078-9173"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Mehdi Bagheri","raw_affiliation_strings":["Electrical and Computer Engineering Department, Nazarbayev University, Nur-Sultan, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-8078-9173","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Nazarbayev University, Nur-Sultan, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040086890","display_name":"Amin Zollanvari","orcid":"https://orcid.org/0000-0002-9172-8413"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Amin Zollanvari","raw_affiliation_strings":["Electrical and Computer Engineering Department, Nazarbayev University, Nur-Sultan, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-9172-8413","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Nazarbayev University, Nur-Sultan, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050619915","display_name":"Gevork B. Gharehpetian","orcid":"https://orcid.org/0000-0003-1521-790X"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Gevork B. Gharehpetian","raw_affiliation_strings":["Electrical Engineering Department, Amirkabir University, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0003-1521-790X","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Amirkabir University, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1854,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.88010558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"17","issue":"5","first_page":"3020","last_page":"3031"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":1.0,"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":1.0,"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":0.9969000220298767,"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"}},{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9958000183105469,"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/transformer","display_name":"Transformer","score":0.6888875365257263},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.5406055450439453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5264649987220764},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4395015835762024},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4134637415409088},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2792356014251709},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.1861499547958374},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1423991620540619}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6888875365257263},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.5406055450439453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5264649987220764},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4395015835762024},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4134637415409088},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2792356014251709},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.1861499547958374},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1423991620540619}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2020.3007607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3007607","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1888770771","display_name":null,"funder_award_id":"090118FD5318","funder_id":"https://openalex.org/F4320327695","funder_display_name":"Nazarbayev University"}],"funders":[{"id":"https://openalex.org/F4320327695","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1988290733","https://openalex.org/W2006833830","https://openalex.org/W2008741998","https://openalex.org/W2069367957","https://openalex.org/W2075741472","https://openalex.org/W2078064739","https://openalex.org/W2093254525","https://openalex.org/W2098479114","https://openalex.org/W2102915878","https://openalex.org/W2110490697","https://openalex.org/W2111944939","https://openalex.org/W2136061582","https://openalex.org/W2150462500","https://openalex.org/W2172000360","https://openalex.org/W2334598439","https://openalex.org/W2501839665","https://openalex.org/W2513066162","https://openalex.org/W2542410714","https://openalex.org/W2556481805","https://openalex.org/W2574872833","https://openalex.org/W2587076206","https://openalex.org/W2734666712","https://openalex.org/W2762662302","https://openalex.org/W2772996055","https://openalex.org/W2780628352","https://openalex.org/W2897534289","https://openalex.org/W2963098347","https://openalex.org/W2965005217","https://openalex.org/W4245617315"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032"],"abstract_inverted_index":{"Interpreting":[0],"results":[1],"of":[2,13,38,45,51,72,86,96,105,124,160,166,199],"a":[3,137,170],"transformer":[4,200],"frequency":[5],"response":[6],"analysis":[7],"(FRA)":[8],"is":[9,21,75,114,149,178],"quite":[10],"challenging.":[11],"One":[12],"the":[14,68,83,103,122,153,158,192,197],"common":[15],"methods":[16],"to":[17,22,62,77,109,131,169,190],"summarize":[18],"FRA":[19,28,73],"data":[20,125],"employ":[23],"statistical":[24],"indicators":[25],"(SIs)":[26],"over":[27],"spectra.":[29],"However,":[30],"SI-specific":[31],"boundary":[32,47,65,84],"conditions":[33,48,85],"for":[34,89],"various":[35,87],"operational":[36,94,172,183],"modes":[37,95],"transformers":[39,97],"are":[40,100],"left":[41],"unexplored.":[42],"The":[43],"lack":[44],"such":[46],"renders":[49],"interpretation":[50],"SIs":[52,88],"difficult":[53],"and":[54,92,133,195],"subjective.":[55],"In":[56,129,151],"this":[57,135,175],"article,":[58],"in":[59,116,146],"an":[60,117,163,182],"attempt":[61],"find":[63],"data-driven":[64,112],"conditions,":[66],"first":[67],"conventional":[69],"measurement":[70],"setup":[71],"technique":[74],"modified":[76],"emulate":[78],"interturn":[79],"winding":[80],"short-circuit.":[81],"Then,":[82],"normal,":[90],"suspicious,":[91],"critical":[93],"under":[98],"fault":[99],"obtained.":[101],"Nevertheless,":[102],"price":[104],"moving":[106],"subjective":[107],"boundaries":[108],"their":[110],"objective":[111],"counterparts":[113],"paid":[115],"intrinsic":[118],"uncertainty":[119],"introduced":[120],"by":[121,141],"process":[123,194],"collection":[126],"per":[127],"se.":[128],"order":[130],"capture":[132],"quantify":[134],"uncertainty,":[136],"novel":[138],"solution":[139],"inspired":[140],"bolstered":[142],"error":[143],"estimation":[144],"used":[145],"pattern":[147],"recognition":[148],"proposed.":[150],"particular,":[152],"proposed":[154],"method":[155],"allows":[156],"reporting":[157],"level":[159,177],"confidence":[161,176],"that":[162],"observed":[164],"magnitude":[165],"SI":[167],"belongs":[168],"specific":[171],"mode.":[173],"Having":[174],"also":[179],"warranted":[180],"from":[181],"perspective":[184],"because":[185],"it":[186],"enables":[187],"utility":[188],"operators":[189],"enhance":[191],"decision-making":[193],"estimate":[196],"severity":[198],"faulty":[201],"conditions.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
