{"id":"https://openalex.org/W4407360943","doi":"https://doi.org/10.1109/isgteurope62998.2024.10863334","title":"Robust Method Based on XGBoost for Inter-Turn Faults Detection in Air-Core Dry-Type Shunt Reactor","display_name":"Robust Method Based on XGBoost for Inter-Turn Faults Detection in Air-Core Dry-Type Shunt Reactor","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4407360943","doi":"https://doi.org/10.1109/isgteurope62998.2024.10863334"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope62998.2024.10863334","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope62998.2024.10863334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","raw_type":"proceedings-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/A5077629184","display_name":"Fernanda Soares Vitor Petite","orcid":"https://orcid.org/0000-0003-2985-0845"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Fernanda Petite","raw_affiliation_strings":["Polytechnic School of University of São Paulo,São Paulo,Brazil"],"affiliations":[{"raw_affiliation_string":"Polytechnic School of University of São Paulo,São Paulo,Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020426803","display_name":"Giovanni Manassero","orcid":"https://orcid.org/0000-0003-1280-1422"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Giovanni Manassero","raw_affiliation_strings":["Polytechnic School of University of São Paulo,São Paulo,Brazil"],"affiliations":[{"raw_affiliation_string":"Polytechnic School of University of São Paulo,São Paulo,Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017513661","display_name":"Silvio Giuseppe Di Santo","orcid":"https://orcid.org/0000-0002-2156-9920"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Silvio Giuseppe Di Santo","raw_affiliation_strings":["Polytechnic School of University of São Paulo,São Paulo,Brazil"],"affiliations":[{"raw_affiliation_string":"Polytechnic School of University of São Paulo,São Paulo,Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043541680","display_name":"Trung Dung Le","orcid":"https://orcid.org/0000-0001-9959-0925"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I3019908861","display_name":"Laboratoire de G\u00e9nie \u00c9lectrique et \u00c9lectronique de Paris","ror":"https://ror.org/02xnnng09","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I3019908861","https://openalex.org/I39804081","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Trung Dung Le","raw_affiliation_strings":["Université Paris-Saclay, Sorbonne Université,GeePs, CNRS	, CentraleSupélec,France"],"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay, Sorbonne Université,GeePs, CNRS	, CentraleSupélec,France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I39804081","https://openalex.org/I3019908861","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013681068","display_name":"Demba Diallo","orcid":"https://orcid.org/0000-0002-4421-6175"},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I3019908861","display_name":"Laboratoire de G\u00e9nie \u00c9lectrique et \u00c9lectronique de Paris","ror":"https://ror.org/02xnnng09","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I3019908861","https://openalex.org/I39804081","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Demba Diallo","raw_affiliation_strings":["Université Paris-Saclay, Sorbonne Université,GeePs, CNRS	, CentraleSupélec,France"],"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay, Sorbonne Université,GeePs, CNRS	, CentraleSupélec,France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I39804081","https://openalex.org/I3019908861","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077629184"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33640087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9575999975204468,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9575999975204468,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/shunt","display_name":"Shunt (medical)","score":0.5232987999916077},{"id":"https://openalex.org/keywords/turn","display_name":"Turn (biochemistry)","score":0.47033271193504333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4573991894721985},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.17599362134933472},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06360265612602234}],"concepts":[{"id":"https://openalex.org/C2780968331","wikidata":"https://www.wikidata.org/wiki/Q1890115","display_name":"Shunt (medical)","level":2,"score":0.5232987999916077},{"id":"https://openalex.org/C85641259","wikidata":"https://www.wikidata.org/wiki/Q290042","display_name":"Turn (biochemistry)","level":2,"score":0.47033271193504333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4573991894721985},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.17599362134933472},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06360265612602234},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isgteurope62998.2024.10863334","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope62998.2024.10863334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05224304v1","is_oa":false,"landing_page_url":"https://centralesupelec.hal.science/hal-05224304","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), Oct 2024, Dubrovnik, Croatia. pp.1-5, ⟨10.1109/ISGTEUROPE62998.2024.10863334⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2295598076","https://openalex.org/W2888756178","https://openalex.org/W3081616923","https://openalex.org/W3094340966","https://openalex.org/W3118598512","https://openalex.org/W3159254717","https://openalex.org/W4234550925","https://openalex.org/W4393901646","https://openalex.org/W4396766929"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4231070408","https://openalex.org/W943151747","https://openalex.org/W2048981943","https://openalex.org/W2753901553","https://openalex.org/W2804368879","https://openalex.org/W4245567755","https://openalex.org/W2325174796"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,45,49,63,78,84,96,99,107,120,124,130],"development":[4],"and":[5,68],"evaluation":[6],"of":[7,48,73,91],"a":[8,13,38,71],"new":[9],"scheme":[10,33],"based":[11,110],"on":[12,44,111],"machine":[14],"learning":[15],"classifier":[16],"named":[17],"eXtreme":[18],"Gradient":[19],"Boosting":[20],"(XGBoost)":[21],"for":[22,70,123],"detecting":[23,116],"inter-turn":[24],"faults":[25,76,118],"in":[26,58,77,81,115,119,128],"air-core":[27,41],"dry-type":[28],"shunt":[29],"reactors.":[30],"The":[31,103],"proposed":[32,108],"was":[34,66],"developed":[35],"to":[36,95,134,137],"protect":[37],"230":[39],"kV":[40],"reactor":[42],"installed":[43],"Penedo\u2019s":[46],"bar":[47],"\"Nossa":[50],"Senhora":[51],"do":[52],"Socorro":[53],"-":[54],"Penedo\"":[55],"transmission":[56],"line":[57],"Brazil.":[59],"To":[60],"achieve":[61],"this,":[62],"XGBoost":[64,112],"model":[65],"trained":[67],"tested":[69],"set":[72],"different":[74,89],"internal":[75],"reactor,":[79,121],"generated":[80],"Matlab,":[82],"using":[83],"time":[85],"domain":[86],"solution.":[87],"Furthermore,":[88],"levels":[90],"noise":[92],"were":[93],"added":[94],"dataset,":[97],"making":[98],"method":[100],"more":[101],"robust.":[102],"results":[104],"show":[105],"that":[106],"solution":[109],"is":[113],"effective":[114],"interturn":[117],"even":[122],"most":[125],"challenging":[126],"cases":[127],"which":[129],"overcurrent":[131],"protections":[132],"fail":[133],"operate":[135],"due":[136],"their":[138],"low":[139],"sensitivity.":[140]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}