{"id":"https://openalex.org/W4414647148","doi":"https://doi.org/10.1109/eeeic/icpseurope64998.2025.11169265","title":"Wavelet Neural Network Approach to Detect and Localize Faults in Wmu-Based Distribution Systems","display_name":"Wavelet Neural Network Approach to Detect and Localize Faults in Wmu-Based Distribution Systems","publication_year":2025,"publication_date":"2025-07-15","ids":{"openalex":"https://openalex.org/W4414647148","doi":"https://doi.org/10.1109/eeeic/icpseurope64998.2025.11169265"},"language":"en","primary_location":{"id":"doi:10.1109/eeeic/icpseurope64998.2025.11169265","doi":"https://doi.org/10.1109/eeeic/icpseurope64998.2025.11169265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eeeic/icpseurope64998.2025.11169265","pdf_url":null,"source":{"id":"https://openalex.org/S4363607938","display_name":"IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe)","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":"2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&amp;amp;CPS Europe)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5119774926","display_name":"Dariush Salehi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dariush Salehi","raw_affiliation_strings":["Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063466273","display_name":"Navid Vafamand","orcid":"https://orcid.org/0000-0002-1178-1063","observed_orcids":["https://orcid.org/0000-0002-1178-1063"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Navid Vafamand","raw_affiliation_strings":["Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091822245","display_name":"Shayan Soltani","orcid":"https://orcid.org/0000-0003-4247-8494","observed_orcids":["https://orcid.org/0000-0003-4247-8494"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shayan Soltani","raw_affiliation_strings":["Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062557183","display_name":"Abbas Rabiee","orcid":"https://orcid.org/0000-0001-7876-0198","observed_orcids":["https://orcid.org/0000-0001-7876-0198"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abbas Rabiee","raw_affiliation_strings":["Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004948235","display_name":"Innocent Kamwa","orcid":"https://orcid.org/0000-0002-3568-3716","observed_orcids":["https://orcid.org/0000-0002-3568-3716"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Innocent Kamwa","raw_affiliation_strings":["Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laval University,Department of Electrical and Computer Engineering,Quebec City,Canada","institution_ids":["https://openalex.org/I43406934"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43406934"],"apc_list":null,"apc_paid":null,"fwci":2.1921,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85597092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":0.9990000128746033,"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/T10972","display_name":"Power Systems Fault Detection","score":0.9990000128746033,"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/T10305","display_name":"Power System Optimization and Stability","score":0.0005000000237487257,"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/T12737","display_name":"Electrical Fault Detection and Protection","score":0.0003000000142492354,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fault-localization","display_name":"fault location","score":0.8740000128746033},{"id":"https://openalex.org/keywords/fault-detection","display_name":"fault detection","score":0.6639999747276306},{"id":"https://openalex.org/keywords/distribution-networks","display_name":"distribution networks","score":0.8320000171661377},{"id":"https://openalex.org/keywords/wavelet-neural-network","display_name":"wavelet neural network","score":0.9440000057220459},{"id":"https://openalex.org/keywords/fault-classification","display_name":"fault classification","score":0.5460000038146973},{"id":"https://openalex.org/keywords/network-recovery","display_name":"network restoration","score":0.5419999957084656}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6629999876022339},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6316999793052673},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5924999713897705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5493000149726868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.521399974822998},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46230000257492065},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4521999955177307},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4514999985694885},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.45080000162124634},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.3993000090122223},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.392300009727478},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.37439998984336853},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3734999895095825},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3630000054836273},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3474000096321106},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.3160000145435333},{"id":"https://openalex.org/C21267803","wikidata":"https://www.wikidata.org/wiki/Q5438159","display_name":"Fault indicator","level":4,"score":0.3001999855041504},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.29409998655319214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2890999913215637},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.273499995470047},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.2732999920845032},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.25769999623298645},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C108074857","wikidata":"https://www.wikidata.org/wiki/Q3067360","display_name":"Fault management","level":3,"score":0.2563999891281128},{"id":"https://openalex.org/C167391956","wikidata":"https://www.wikidata.org/wiki/Q1401211","display_name":"Fault model","level":3,"score":0.25429999828338623},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.25130000710487366},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eeeic/icpseurope64998.2025.11169265","doi":"https://doi.org/10.1109/eeeic/icpseurope64998.2025.11169265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eeeic/icpseurope64998.2025.11169265","pdf_url":null,"source":{"id":"https://openalex.org/S4363607938","display_name":"IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe)","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":"2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&amp;amp;CPS Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2030186864","https://openalex.org/W3173898943","https://openalex.org/W3189338969","https://openalex.org/W4214833030","https://openalex.org/W4283121576","https://openalex.org/W4312329477","https://openalex.org/W4312939981","https://openalex.org/W4313492282","https://openalex.org/W4367627159","https://openalex.org/W4387776276","https://openalex.org/W4388264183","https://openalex.org/W4391743524","https://openalex.org/W4400021430","https://openalex.org/W4401440646","https://openalex.org/W4403033833","https://openalex.org/W4406012017","https://openalex.org/W4406012029","https://openalex.org/W4407247233","https://openalex.org/W4407537853"],"related_works":["https://openalex.org/W7154625302","https://openalex.org/W137772088","https://openalex.org/W4403548226","https://openalex.org/W4414301590","https://openalex.org/W4309723631","https://openalex.org/W2355682610","https://openalex.org/W2168658302","https://openalex.org/W4399309195","https://openalex.org/W4415784745","https://openalex.org/W2356916414"],"abstract_inverted_index":{"Fault":[0],"Location":[1],"and":[2,32,101,116],"network":[3,55,70],"recovery":[4],"are":[5],"critical":[6],"for":[7,23,47,119],"maintaining":[8],"reliability":[9],"in":[10,73,89,123],"modern":[11],"power":[12],"distribution":[13,69,124],"systems.":[14,125],"In":[15],"this":[16],"article,":[17],"we":[18],"propose":[19],"a":[20,44,53,67,84,114],"data-driven":[21],"method":[22,42],"localizing":[24],"various":[25],"fault":[26,62,90,121],"types-including":[27],"three-line-to-ground,":[28],"three-line,":[29],"two-line-to-ground,":[30],"line-to-line,":[31],"single-line-to-ground-using":[33],"high-resolution":[34],"data":[35],"from":[36,50],"waveform":[37],"measurement":[38],"units":[39],"(WMUs).":[40],"The":[41,104],"integrates":[43],"signalprocessing":[45],"framework":[46],"extracting":[48],"features":[49],"WMUs":[51],"with":[52,110],"neural":[54],"model":[56],"that":[57,92],"is":[58],"trained":[59],"to":[60,75,97],"identify":[61],"locations":[63],"accurately.":[64],"Simulations":[65],"on":[66],"16-bus":[68],"were":[71],"conducted":[72],"order":[74],"evaluate":[76],"the":[77,80,94],"performance":[78],"of":[79,87,106],"approach.":[81],"Results":[82],"indicate":[83],"high":[85],"degree":[86],"accuracy":[88],"localization":[91],"highlights":[93],"method's":[95],"potential":[96],"enhance":[98],"situational":[99],"awareness":[100],"operational":[102],"resilience.":[103],"combination":[105],"realtime":[107],"signal":[108],"analysis":[109],"machine":[111],"learning":[112],"presents":[113],"robust":[115],"efficient":[117],"solution":[118],"improving":[120],"management":[122]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2025-10-10T00:00:00"}
