{"id":"https://openalex.org/W2588058445","doi":"https://doi.org/10.1109/icpeices.2016.7853614","title":"Dissolved Gas Analysis of power transformer using K-means and Support Vector Machine","display_name":"Dissolved Gas Analysis of power transformer using K-means and Support Vector Machine","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2588058445","doi":"https://doi.org/10.1109/icpeices.2016.7853614","mag":"2588058445"},"language":"en","primary_location":{"id":"doi:10.1109/icpeices.2016.7853614","doi":"https://doi.org/10.1109/icpeices.2016.7853614","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpeices.2016.7853614","pdf_url":null,"source":{"id":"https://openalex.org/S4306422675","display_name":"IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5102019392","display_name":"Amita Singh","orcid":"https://orcid.org/0000-0003-0264-2632","observed_orcids":["https://orcid.org/0000-0003-0264-2632"]},"institutions":[{"id":"https://openalex.org/I36909309","display_name":"National Institute of Technology Hamirpur","ror":"https://ror.org/01nc8zs04","country_code":"BD","type":"education","lineage":["https://openalex.org/I36909309","https://openalex.org/I4210152752"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Amita Singh","raw_affiliation_strings":["Electrical Engineering Department, National Institute of Technolozv, Hamirpur, Himachal Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, National Institute of Technolozv, Hamirpur, Himachal Pradesh, India","institution_ids":["https://openalex.org/I36909309"]}]},{"author_position":"last","author":{"id":null,"display_name":"Gaurav Upadhyay","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I36909309","display_name":"National Institute of Technology Hamirpur","ror":"https://ror.org/01nc8zs04","country_code":"BD","type":"education","lineage":["https://openalex.org/I36909309","https://openalex.org/I4210152752"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Gaurav Upadhyay","raw_affiliation_strings":["Electrical Engineering Department, National Institute of Technolozv, Hamirpur, Himachal Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, National Institute of Technolozv, Hamirpur, Himachal Pradesh, India","institution_ids":["https://openalex.org/I36909309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I36909309"],"apc_list":null,"apc_paid":null,"fwci":0.4643,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.50402418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"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/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9976000189781189,"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":0.9976000189781189,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.0017999999690800905,"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"}},{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":9.999999747378752e-05,"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/power-transformers","display_name":"power transformers","score":0.8610000014305115},{"id":"https://openalex.org/keywords/dissolved-gas-analysis","display_name":"dissolved gas analysis","score":0.996999979019165},{"id":"https://openalex.org/keywords/transformer-fault-diagnosis","display_name":"transformer fault diagnosis","score":0.8159999847412109},{"id":"https://openalex.org/keywords/fault-prediction","display_name":"fault prediction","score":0.8820000290870667},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.8790000081062317},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":1.0},{"id":"https://openalex.org/keywords/transformer-condition-monitoring","display_name":"transformer condition monitoring","score":0.8019999861717224},{"id":"https://openalex.org/keywords/fault-diagnosis","display_name":"fault diagnosis","score":0.6700000166893005}],"concepts":[{"id":"https://openalex.org/C81818771","wikidata":"https://www.wikidata.org/wiki/Q787515","display_name":"Dissolved gas analysis","level":5,"score":0.7989112138748169},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6973127126693726},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6906639933586121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4940405488014221},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4515128433704376},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4309545159339905},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.41297098994255066},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.389028936624527},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.21972540020942688},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2009066939353943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17549392580986023},{"id":"https://openalex.org/C181335627","wikidata":"https://www.wikidata.org/wiki/Q901418","display_name":"Transformer oil","level":4,"score":0.1105925440788269},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.093555748462677},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpeices.2016.7853614","doi":"https://doi.org/10.1109/icpeices.2016.7853614","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpeices.2016.7853614","pdf_url":null,"source":{"id":"https://openalex.org/S4306422675","display_name":"IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":0.5690000057220459,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W983817387","https://openalex.org/W1603746922","https://openalex.org/W1964940342","https://openalex.org/W1967880316","https://openalex.org/W1977556410","https://openalex.org/W1992419399","https://openalex.org/W1996510517","https://openalex.org/W2000277463","https://openalex.org/W2014698734","https://openalex.org/W2084277209","https://openalex.org/W2103411867","https://openalex.org/W2130828936","https://openalex.org/W2153635508","https://openalex.org/W2539945105","https://openalex.org/W3120421331","https://openalex.org/W4240924624"],"related_works":["https://openalex.org/W2006209764","https://openalex.org/W3184764470","https://openalex.org/W2945689018","https://openalex.org/W4403723201","https://openalex.org/W4310387340","https://openalex.org/W2793504575","https://openalex.org/W4323547427","https://openalex.org/W2084575229","https://openalex.org/W2896652108","https://openalex.org/W2387618710"],"abstract_inverted_index":{"The":[0],"power":[1,24,77],"transformer":[2,25,44,94],"is":[3],"ranked":[4],"as":[5],"one":[6],"of":[7,22],"the":[8,15,19,23,27,73,76,80,104],"most":[9],"important":[10],"and":[11,42,52,59,71,88,101],"expensive":[12],"components":[13],"in":[14,75,84],"electricity":[16],"sector.":[17],"However,":[18],"sudden":[20],"failure":[21],"places":[26],"system":[28],"into":[29],"serious":[30],"or":[31],"critical":[32],"conditions.":[33],"This":[34],"paper":[35],"utilizes":[36],"artificial":[37],"intelligence":[38],"techniques":[39],"to":[40,67,92],"detect":[41],"predict":[43,72],"faults":[45,74],"based":[46,63],"on":[47,64],"Dissolved":[48],"Gas":[49],"Analysis":[50],"method":[51],"presents":[53],"an":[54,86],"intelligent":[55],"methodology":[56],"KMSVM":[57],"(k-means":[58],"support":[60],"vector":[61],"machine)":[62],"optimization":[65],"technique":[66,82,91],"properly":[68],"monitor,":[69],"diagnose":[70],"transformer.":[78],"Furthermore,":[79],"proposed":[81],"helps":[83],"finding":[85],"effective":[87],"reliable":[89],"monitoring":[90],"address":[93],"conditions":[95],"at":[96],"a":[97],"much":[98],"faster":[99],"rate":[100],"hence":[102],"minimizes":[103],"challenges.":[105]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2017-02-24T00:00:00"}