{"id":"https://openalex.org/W3215971031","doi":"https://doi.org/10.1109/iceei52609.2021.9611109","title":"Study on Artificial Intelligence Approaches for Power Transformer Health Index Assessment","display_name":"Study on Artificial Intelligence Approaches for Power Transformer Health Index Assessment","publication_year":2021,"publication_date":"2021-10-12","ids":{"openalex":"https://openalex.org/W3215971031","doi":"https://doi.org/10.1109/iceei52609.2021.9611109","mag":"3215971031"},"language":"en","primary_location":{"id":"doi:10.1109/iceei52609.2021.9611109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceei52609.2021.9611109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Electrical Engineering and Informatics (ICEEI)","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/A5071280908","display_name":"Dhanu Rediansyah","orcid":"https://orcid.org/0000-0001-7753-4498"},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Dhanu Rediansyah","raw_affiliation_strings":["School of Electrical Engineering and Informatics-Institut Teknologi Bandung PT. PLN (Persero), Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics-Institut Teknologi Bandung PT. PLN (Persero), Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074685132","display_name":"Rahman Azis Prasojo","orcid":"https://orcid.org/0000-0003-3192-2449"},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rahman Azis Prasojo","raw_affiliation_strings":["School of Electrical Engineering and Informatics Institut Teknologi Bandung, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics Institut Teknologi Bandung, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111887556","display_name":"Suwarno Suwarno","orcid":null},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Suwarno","raw_affiliation_strings":["School of Electrical Engineering and Informatics-Institut Teknologi Bandung PT. PLN (Persero), Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics-Institut Teknologi Bandung PT. PLN (Persero), Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071280908"],"corresponding_institution_ids":["https://openalex.org/I134635517"],"apc_list":null,"apc_paid":null,"fwci":0.8129,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.72756804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"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/T10972","display_name":"Power Systems Fault Detection","score":0.9940999746322632,"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/computer-science","display_name":"Computer science","score":0.6056751608848572},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.57138592004776},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.45348119735717773},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4459995925426483},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3403128385543823},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3234521150588989},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.252078115940094},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19771236181259155},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07613265514373779}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6056751608848572},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.57138592004776},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.45348119735717773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4459995925426483},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3403128385543823},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3234521150588989},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.252078115940094},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19771236181259155},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07613265514373779},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceei52609.2021.9611109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceei52609.2021.9611109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Electrical Engineering and Informatics (ICEEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1965338872","https://openalex.org/W1984636526","https://openalex.org/W2031757379","https://openalex.org/W2051542965","https://openalex.org/W2165821838","https://openalex.org/W2520168786","https://openalex.org/W2626079809","https://openalex.org/W2766313919","https://openalex.org/W2767672119","https://openalex.org/W2792128614","https://openalex.org/W2955910844","https://openalex.org/W2960944079","https://openalex.org/W6646457288"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,29,60],"power":[1,91],"transformer":[2,92,111],"is":[3,17,33,65,74,87],"a":[4,34,43,160,178],"critical":[5],"and":[6,12,45,51,80,101,150,167],"expensive":[7],"asset":[8],"in":[9],"electrical":[10],"transmission":[11],"distribution":[13],"network":[14],"systems.":[15],"It":[16],"highly":[18],"important":[19],"to":[20,25,36,48,67,76,88,120,191],"estimate":[21],"its":[22,94],"condition":[23,55,70],"precisely":[24],"avoid":[26],"unwanted":[27],"outages.":[28],"health":[30],"index":[31],"(HI)":[32],"tool":[35],"aid":[37],"such":[38,128],"decisions":[39],"which":[40],"allow":[41],"for":[42],"quick":[44],"efficient":[46],"way":[47],"assess,":[49],"evaluate":[50],"compare":[52],"the":[53,57,69,82,90,107,155,158,170,173,186,196],"overall":[54],"of":[56,71,109,116,157,162,172,198],"transformers":[58],"population.":[59],"Artificial":[61,146],"Intelligence-based":[62],"based":[63],"HI":[64,85,175,193],"proposed":[66],"predict":[68,192],"transformers.":[72],"This":[73],"done":[75],"simplify,":[77],"speed":[78],"up,":[79],"reduce":[81],"uncertainty.":[83],"A":[84],"approach":[86],"assess":[89],"from":[93],"oil":[95],"quality,":[96],"dissolved":[97],"gas":[98],"analysis":[99],"(DGA),":[100],"paper":[102],"condition.":[103],"In":[104],"this":[105],"study,":[106],"total":[108],"504":[110],"assessment":[112],"data":[113],"(with":[114],"voltage":[115],"150kV)":[117],"was":[118,164,183],"used":[119],"classify":[121],"HI.":[122],"Seven":[123],"AI":[124,189],"methods":[125],"were":[126],"investigated,":[127],"as":[129,177,185],"k-Nearest":[130],"Neighbor":[131],"(kNN),":[132],"Support":[133],"Vector":[134],"Machine":[135],"(SVM),":[136],"Adaptive":[137],"Boosting":[138],"(AdaBoost),":[139],"Random":[140,180],"Forest":[141],"(RF),":[142],"Na&#x00EF;ve":[143],"Bayes":[144],"(NB),":[145],"Neural":[147],"Network":[148],"(ANN),":[149],"Decision":[151],"Tree":[152],"(Tree).":[153],"At":[154],"end":[156],"discussion,":[159],"comparison":[161],"various":[163],"carried":[165],"out":[166],"evaluated":[168],"using":[169],"accuracy":[171,197],"actual":[174],"category":[176],"reference.":[179],"forest":[181],"model":[182],"chosen":[184],"best":[187],"performing":[188],"method":[190],"categories,":[194],"with":[195],"97.3&#x0025;.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
