{"id":"https://openalex.org/W2558639650","doi":"https://doi.org/10.1109/cec.2016.7744248","title":"Ensemble classifier selection using multi-objective PSO for fault diagnosis of power transformers","display_name":"Ensemble classifier selection using multi-objective PSO for fault diagnosis of power transformers","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2558639650","doi":"https://doi.org/10.1109/cec.2016.7744248","mag":"2558639650"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7744248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","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/A5108041590","display_name":"Abdolrahman Peimankar","orcid":"https://orcid.org/0000-0001-9779-9442"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Abdolrahman Peimankar","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Canterbury, Christchurch, New Zealand","Unison Networks Limited, Hastings, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Canterbury, Christchurch, New Zealand","institution_ids":["https://openalex.org/I185492890"]},{"raw_affiliation_string":"Unison Networks Limited, Hastings, New Zealand","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069800963","display_name":"Stephen J. Weddell","orcid":"https://orcid.org/0000-0002-2345-0077"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Stephen John Weddell","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Canterbury, Christchurch, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Canterbury, Christchurch, New Zealand","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050450173","display_name":"Thahirah Syed Jalal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thahirah Jalal","raw_affiliation_strings":["Unison Networks Limited, Hastings, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unison Networks Limited, Hastings, New Zealand","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054032710","display_name":"Andrew Lapthorn","orcid":"https://orcid.org/0000-0001-7320-1303"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Andrew Craig Lapthorn","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Canterbury, Christchurch, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Canterbury, Christchurch, New Zealand","institution_ids":["https://openalex.org/I185492890"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8602,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.87234206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3622","last_page":"3629"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9998000264167786,"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":0.9998000264167786,"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/T10864","display_name":"Fluid Dynamics and Mixing","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9641000032424927,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7281083464622498},{"id":"https://openalex.org/keywords/dissolved-gas-analysis","display_name":"Dissolved gas analysis","score":0.7124016284942627},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6099024415016174},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5761428475379944},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5689746141433716},{"id":"https://openalex.org/keywords/transformer-oil","display_name":"Transformer oil","score":0.5079970955848694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48014920949935913},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4500175714492798},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42832937836647034},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.37078148126602173},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36350101232528687},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07758143544197083}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7281083464622498},{"id":"https://openalex.org/C81818771","wikidata":"https://www.wikidata.org/wiki/Q787515","display_name":"Dissolved gas analysis","level":5,"score":0.7124016284942627},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6099024415016174},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5761428475379944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5689746141433716},{"id":"https://openalex.org/C181335627","wikidata":"https://www.wikidata.org/wiki/Q901418","display_name":"Transformer oil","level":4,"score":0.5079970955848694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48014920949935913},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4500175714492798},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42832937836647034},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.37078148126602173},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36350101232528687},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07758143544197083},{"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:10.1109/cec.2016.7744248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","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":34,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W268328063","https://openalex.org/W650597496","https://openalex.org/W1480376833","https://openalex.org/W1531358901","https://openalex.org/W1905847227","https://openalex.org/W1934727243","https://openalex.org/W1965338872","https://openalex.org/W1980126385","https://openalex.org/W2029864452","https://openalex.org/W2040895929","https://openalex.org/W2074872866","https://openalex.org/W2075730758","https://openalex.org/W2080850431","https://openalex.org/W2104933073","https://openalex.org/W2113242816","https://openalex.org/W2115629999","https://openalex.org/W2119821739","https://openalex.org/W2140417752","https://openalex.org/W2145940431","https://openalex.org/W2155653793","https://openalex.org/W2165171393","https://openalex.org/W2167917621","https://openalex.org/W2402846924","https://openalex.org/W2562429148","https://openalex.org/W2797148637","https://openalex.org/W2911964244","https://openalex.org/W3140035361","https://openalex.org/W4239510810","https://openalex.org/W4296979607","https://openalex.org/W6607259140","https://openalex.org/W6675634716","https://openalex.org/W6682642761","https://openalex.org/W6750349241"],"related_works":["https://openalex.org/W1968384475","https://openalex.org/W2094027330","https://openalex.org/W2515475704","https://openalex.org/W1874058429","https://openalex.org/W2123967948","https://openalex.org/W2318672239","https://openalex.org/W2592105840","https://openalex.org/W3216509703","https://openalex.org/W4205574658","https://openalex.org/W2373627802"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"binary":[4],"version":[5],"of":[6,18,43,55,71,101],"the":[7,16,25,33,40,53,69,77,83,89,99],"Multi-Objective":[8],"Particle":[9],"Swarm":[10],"Optimization":[11],"(bi-MOPSO)":[12],"algorithm":[13],"to":[14,38,63,81],"classify":[15],"faults":[17,42,100],"power":[19,44,56,102],"transformers.":[20,57,103],"The":[21,58,85],"proposed":[22,90],"method":[23,91],"selects":[24],"most":[26,78],"accurate":[27,79],"and":[28,95],"diverse":[29],"classifiers,":[30],"simultaneously.":[31],"Then,":[32],"selected":[34],"classifiers":[35,73],"are":[36,61],"combined":[37],"diagnose":[39,82],"actual":[41],"transformers":[45],"using":[46,75],"dissolved":[47],"gas":[48],"analysis":[49],"(DGA)":[50],"performed":[51],"on":[52],"oil":[54],"obtained":[59],"results":[60],"compared":[62],"other":[64],"scenarios":[65],"such":[66],"as":[67],"combining":[68],"outputs":[70],"all":[72],"or":[74],"only":[76],"classifier":[80],"faults.":[84],"comparison":[86],"reveals":[87],"that":[88],"is":[92],"highly":[93],"reliable":[94],"useful":[96],"for":[97],"diagnosing":[98]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}