{"id":"https://openalex.org/W4392389665","doi":"https://doi.org/10.1109/isgt59692.2024.10454212","title":"A Physics-informed Stairway Statistical Neural Model for DGA Analysis","display_name":"A Physics-informed Stairway Statistical Neural Model for DGA Analysis","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392389665","doi":"https://doi.org/10.1109/isgt59692.2024.10454212"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt59692.2024.10454212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5022466746","display_name":"Daniel Carrijo Polonio Araujo","orcid":"https://orcid.org/0000-0002-0757-4643"},"institutions":[],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daniel Carrijo Polonio Araujo","raw_affiliation_strings":["University of São Paulo,São Carlos,Brazil"],"affiliations":[{"raw_affiliation_string":"University of São Paulo,São Carlos,Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079969148","display_name":"Gabriel de Souza Pereira Gomes","orcid":null},"institutions":[],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabriel de Souza Pereira Gomes","raw_affiliation_strings":["Genesis Pesquisa e Desenvolvimento LTDA,São José dos Campos,Brazil"],"affiliations":[{"raw_affiliation_string":"Genesis Pesquisa e Desenvolvimento LTDA,São José dos Campos,Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087528350","display_name":"Sofia Moreira de Andrade Lopes","orcid":"https://orcid.org/0000-0003-4781-8099"},"institutions":[],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sofia Moreira de Andrade Lopes","raw_affiliation_strings":["Genesis Pesquisa e Desenvolvimento LTDA,São José dos Campos,Brazil"],"affiliations":[{"raw_affiliation_string":"Genesis Pesquisa e Desenvolvimento LTDA,São José dos Campos,Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035572670","display_name":"Rafael Prux Fehlberg","orcid":"https://orcid.org/0000-0002-7000-7991"},"institutions":[],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Prux Fehlberg","raw_affiliation_strings":["University of São Paulo,São Carlos,Brazil"],"affiliations":[{"raw_affiliation_string":"University of São Paulo,São Carlos,Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013548555","display_name":"Murilo Marques Pinto","orcid":null},"institutions":[],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Murilo Marques Pinto","raw_affiliation_strings":["University of São Paulo,São Carlos,Brazil"],"affiliations":[{"raw_affiliation_string":"University of São Paulo,São Carlos,Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044783910","display_name":"Rog\u00e9rio Andrade Flauzino","orcid":"https://orcid.org/0000-0003-3020-7582"},"institutions":[],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rog\u00e9rio Andrade Flauzino","raw_affiliation_strings":["University of São Paulo,São Carlos,Brazil"],"affiliations":[{"raw_affiliation_string":"University of São Paulo,São Carlos,Brazil","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":77},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7052,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7052,"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/statistical-analysis","display_name":"Statistical Analysis","score":0.4702992}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49858832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49708512},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4702992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3573715},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34560442},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34208846},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.33505374},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26195216},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14943367},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13975772}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt59692.2024.10454212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":11,"referenced_works":["https://openalex.org/W2045220271","https://openalex.org/W2057378733","https://openalex.org/W2067248431","https://openalex.org/W2074910498","https://openalex.org/W2076648724","https://openalex.org/W2078980147","https://openalex.org/W2084277209","https://openalex.org/W2104885131","https://openalex.org/W2548153325","https://openalex.org/W2610069517","https://openalex.org/W2936144573"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2391251536","https://openalex.org/W2375008505","https://openalex.org/W2362198218","https://openalex.org/W2350679292","https://openalex.org/W2113077220","https://openalex.org/W2086348228","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W1982750869"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,23,64,98,129],"new":[4],"approach":[5,49],"for":[6],"power":[7],"transformers":[8],"dissolved":[9],"gas":[10],"analysis":[11,28],"(DGA)":[12],"using":[13],"Statistical":[14],"Machine":[15],"Learning":[16],"Techniques":[17],"and":[18,40,81,149],"Neural":[19],"Networks":[20],"to":[21,34,58,87,109,122],"compose":[22],"stairway":[24],"model":[25,65,138],"which":[26,41],"performs":[27],"in":[29,32,128,142],"three":[30,67,111],"levels":[31,68,135],"order":[33],"check":[35],"the":[36,51,59,89,115,137,143],"existence":[37],"of":[38,53,61,69,114,126,136,146],"faults":[39],"type":[42,60],"it":[43],"most":[44],"probably":[45],"is.":[46],"The":[47,71,117,133],"proposed":[48,134],"shortcuts":[50],"problem":[52],"lacking":[54],"reliable":[55],"data":[56,76,86],"related":[57],"fault":[62,127],"creating":[63],"with":[66],"analysis.":[70,132],"first":[72],"one":[73,100],"uses":[74],"real":[75],"from":[77,82],"an":[78,140],"energy":[79],"company":[80],"IEC":[83,104],"TC":[84,105],"10":[85,106],"classify":[88,110,123],"DGA":[90],"samples":[91],"as":[92],"faulty":[93],"or":[94],"normal.":[95],"After":[96],"that,":[97],"second":[99],"based":[101],"just":[102],"on":[103],"takes":[107],"place":[108],"possible":[112],"types":[113,125],"fault.":[116],"third":[118],"level":[119],"is":[120],"used":[121],"5":[124],"more":[130],"detailed":[131],"achieved":[139],"accuracy":[141],"test":[144],"set":[145],"100%,":[147],"94%":[148],"92%":[150],"respectively.":[151]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4392389665","counts_by_year":[],"updated_date":"2025-04-22T13:02:25.227079","created_date":"2024-03-05"}