{"id":"https://openalex.org/W2786257166","doi":"https://doi.org/10.3906/elk-1704-229","title":"Transformer incipient fault diagnosis on the basis of energy-weighted DGA using an artificial neural network","display_name":"Transformer incipient fault diagnosis on the basis of energy-weighted DGA using an artificial neural network","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2786257166","doi":"https://doi.org/10.3906/elk-1704-229","mag":"2786257166"},"language":"en","primary_location":{"id":"doi:10.3906/elk-1704-229","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1704-229","pdf_url":"https://doi.org/10.3906/elk-1704-229","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.3906/elk-1704-229","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028923295","display_name":"Md. Danish Equbal","orcid":"https://orcid.org/0000-0003-4859-2116"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Md. Danish EQUBAL","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021940430","display_name":"Shakeb A. Khan","orcid":"https://orcid.org/0000-0002-8242-5154"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shakeb Ahmad KHAN","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5067278813","display_name":"Tarikul Islam","orcid":"https://orcid.org/0000-0002-1901-239X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tarikul ISLAM","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028923295"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9335,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.86464975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"26","issue":null,"first_page":"77","last_page":"88"},"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":0.9984999895095825,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9617000222206116,"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/weighting","display_name":"Weighting","score":0.6925566792488098},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6860579252243042},{"id":"https://openalex.org/keywords/dissolved-gas-analysis","display_name":"Dissolved gas analysis","score":0.6629456281661987},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6127639412879944},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5695218443870544},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.5187211632728577},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.43676912784576416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27785515785217285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2634792923927307},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08475920557975769},{"id":"https://openalex.org/keywords/transformer-oil","display_name":"Transformer oil","score":0.06572139263153076}],"concepts":[{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6925566792488098},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6860579252243042},{"id":"https://openalex.org/C81818771","wikidata":"https://www.wikidata.org/wiki/Q787515","display_name":"Dissolved gas analysis","level":5,"score":0.6629456281661987},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6127639412879944},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5695218443870544},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5187211632728577},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.43676912784576416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27785515785217285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2634792923927307},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08475920557975769},{"id":"https://openalex.org/C181335627","wikidata":"https://www.wikidata.org/wiki/Q901418","display_name":"Transformer oil","level":4,"score":0.06572139263153076},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3906/elk-1704-229","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1704-229","pdf_url":"https://doi.org/10.3906/elk-1704-229","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3906/elk-1704-229","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1704-229","pdf_url":"https://doi.org/10.3906/elk-1704-229","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2786257166.pdf","grobid_xml":"https://content.openalex.org/works/W2786257166.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1964572135","https://openalex.org/W1995094777","https://openalex.org/W2003133391","https://openalex.org/W2010332504","https://openalex.org/W2020438760","https://openalex.org/W2021009631","https://openalex.org/W2029364429","https://openalex.org/W2057378733","https://openalex.org/W2076648724","https://openalex.org/W2078980147","https://openalex.org/W2084277209","https://openalex.org/W2084575229","https://openalex.org/W2093216892","https://openalex.org/W2102321334","https://openalex.org/W2107831555","https://openalex.org/W2112547574","https://openalex.org/W2127761407","https://openalex.org/W2138825343","https://openalex.org/W2155409467","https://openalex.org/W2158071052","https://openalex.org/W2158817828","https://openalex.org/W2160856693","https://openalex.org/W2339202407","https://openalex.org/W2535500033","https://openalex.org/W2549017006","https://openalex.org/W2551488610","https://openalex.org/W2572642592","https://openalex.org/W2986006230"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260"],"abstract_inverted_index":{"In":[0,73],"this":[1,74,86],"paper,":[2],"a":[3,76,166],"transformer":[4,133,150,183],"incipient":[5,115,134],"fault":[6,34,38,44,58,71,94,98,116,129,135,144,168],"diagnosis":[7,117,172,181],"model":[8,138,157,190],"has":[9,79,122,139,158],"been":[10,80,102,123,140,159],"developed":[11,155],"with":[12],"the":[13,24,27,32,43,48,54,66,114,127,149,180,187,192],"help":[14],"of":[15,42,182],"an":[16],"artificial":[17],"neural":[18],"network":[19],"(ANN),":[20],"taking":[21],"into":[22,84],"account":[23,85],"difference":[25,56,88],"in":[26,47,51,57,89,113,148,179],"energy":[28,55,90],"required":[29],"to":[30,82,142],"produce":[31],"different":[33],"gases.":[35],"The":[36,97,137,154,170],"key":[37,67],"gases":[39],"are":[40],"indicative":[41],"type":[45],"prevailing":[46],"transformer.":[49],"However,":[50],"conventional":[52],"studies,":[53],"gas":[59,68,95,99,130],"formation":[60],"is":[61],"not":[62],"considered":[63],"while":[64],"adopting":[65],"method":[69],"for":[70,92,132,161],"diagnosis.":[72],"work,":[75],"weighting":[77,108],"factor":[78],"used":[81,112],"take":[83],"relative":[87],"requirement":[91],"various":[93],"formations.":[96],"concentrations":[100],"have":[101],"suitably":[103],"weighted":[104,128],"by":[105],"their":[106],"respective":[107],"factors":[109],"before":[110],"being":[111],"process.":[118],"A":[119],"backpropagation":[120],"ANN":[121,156,189,194],"appropriately":[124],"trained":[125,141],"using":[126,165,186],"concentration":[131],"identification.":[136],"identify":[143],"types":[145],"as":[146],"enlisted":[147],"fault-interpreting":[151],"standard":[152],"IEC-599.":[153],"tested":[160],"its":[162],"diagnostic":[163],"capability":[164],"reported":[167],"database.":[169],"comparative":[171],"results":[173],"presented":[174],"here":[175],"show":[176],"clear":[177],"improvement":[178],"internal":[184],"faults":[185],"energy-weighted":[188],"over":[191],"unweighted":[193],"model.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-01T08:55:55.761014","created_date":"2025-10-10T00:00:00"}
