{"id":"https://openalex.org/W2591489243","doi":"https://doi.org/10.1109/tsg.2017.2672881","title":"A New Approach for Fault Classification in Microgrids Using Optimal Wavelet Functions Matching Pursuit","display_name":"A New Approach for Fault Classification in Microgrids Using Optimal Wavelet Functions Matching Pursuit","publication_year":2017,"publication_date":"2017-02-24","ids":{"openalex":"https://openalex.org/W2591489243","doi":"https://doi.org/10.1109/tsg.2017.2672881","mag":"2591489243"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2017.2672881","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2672881","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-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/A5042752069","display_name":"Tamer S. Abdelgayed","orcid":null},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tamer S. Abdelgayed","raw_affiliation_strings":["University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002386887","display_name":"Walid G. Morsi","orcid":"https://orcid.org/0000-0003-3541-3449"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Walid G. Morsi","raw_affiliation_strings":["University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3541-3449","affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060061883","display_name":"T.S. Sidhu","orcid":"https://orcid.org/0000-0001-7812-5303"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tarlochan S. Sidhu","raw_affiliation_strings":["University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39470171"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":4.6001,"has_fulltext":false,"cited_by_count":139,"citation_normalized_percentile":{"value":0.94845551,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"9","issue":"5","first_page":"4838","last_page":"4846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T13183","display_name":"Islanding Detection in Power Systems","score":0.9994999766349792,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9944999814033508,"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/wavelet","display_name":"Wavelet","score":0.6220616698265076},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6204147934913635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5335830450057983},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.523400604724884},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.48899829387664795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47832202911376953},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.4756733477115631},{"id":"https://openalex.org/keywords/matching-pursuit","display_name":"Matching pursuit","score":0.4624412953853607},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45697224140167236},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.44379156827926636},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43464362621307373},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.432185560464859},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4266551733016968},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.41880208253860474},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.35348814725875854},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.30783048272132874},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1367122232913971}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6220616698265076},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6204147934913635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5335830450057983},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.523400604724884},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.48899829387664795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47832202911376953},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.4756733477115631},{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.4624412953853607},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45697224140167236},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.44379156827926636},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43464362621307373},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.432185560464859},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4266551733016968},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.41880208253860474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.35348814725875854},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.30783048272132874},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1367122232913971},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2017.2672881","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2672881","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1486474377","https://openalex.org/W1565377632","https://openalex.org/W1570448133","https://openalex.org/W1759197186","https://openalex.org/W1866596961","https://openalex.org/W1944055092","https://openalex.org/W1969786648","https://openalex.org/W1997709308","https://openalex.org/W2001965107","https://openalex.org/W2006676204","https://openalex.org/W2010722346","https://openalex.org/W2051736942","https://openalex.org/W2061349899","https://openalex.org/W2063895100","https://openalex.org/W2105049517","https://openalex.org/W2119821739","https://openalex.org/W2124736363","https://openalex.org/W2124823351","https://openalex.org/W2128556491","https://openalex.org/W2132984323","https://openalex.org/W2140562988","https://openalex.org/W2143995107","https://openalex.org/W2149691315","https://openalex.org/W2151693816","https://openalex.org/W2153268897","https://openalex.org/W2155339726","https://openalex.org/W2158794090","https://openalex.org/W2265248459","https://openalex.org/W2327849618","https://openalex.org/W2342568430","https://openalex.org/W2343847222","https://openalex.org/W2402846924","https://openalex.org/W2462916476","https://openalex.org/W2482589566","https://openalex.org/W2491035845","https://openalex.org/W2492438950","https://openalex.org/W2508193135","https://openalex.org/W4232284745","https://openalex.org/W4239510810","https://openalex.org/W6682025226","https://openalex.org/W6682642761"],"related_works":["https://openalex.org/W2085792030","https://openalex.org/W1588899229","https://openalex.org/W2172291505","https://openalex.org/W2023142747","https://openalex.org/W2037009764","https://openalex.org/W2063036707","https://openalex.org/W2501033992","https://openalex.org/W2377605153","https://openalex.org/W1967182499","https://openalex.org/W2088723847"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,8,37],"new":[4],"approach":[5,109],"that":[6,34],"uses":[7],"combination":[9,33],"of":[10,80,106],"wavelet":[11,31,57],"functions":[12,32],"and":[13,71,85,132],"machine":[14],"learning":[15],"for":[16,93],"fault":[17,81],"classification":[18,61,82],"in":[19,49,83,115],"microgrids":[20],"(MGs).":[21],"Particle":[22],"swarm":[23],"optimization":[24],"is":[25,100],"applied":[26],"to":[27,40,76,102],"identify":[28],"the":[29,42,50,55,78,104,107,112],"optimal":[30],"serves":[35],"as":[36],"matching":[38],"pursuit":[39],"extract":[41],"most":[43],"prominent":[44],"features,":[45],"which":[46],"are":[47,74,88,129,134],"hidden":[48],"current/voltage":[51],"waveforms":[52],"when":[53],"applying":[54],"discrete":[56],"transform.":[58],"Four":[59],"different":[60],"techniques":[62],"(i.e.,":[63],"decision":[64],"tree,":[65],"K-nearest":[66],"neighbor,":[67],"support":[68],"vector":[69],"machine,":[70],"Na\u00efve":[72],"Bayes)":[73],"used":[75,101],"automate":[77],"procedure":[79],"MGs":[84],"their":[86],"performances":[87],"statistically":[89],"compared.":[90],"The":[91,127],"consortium":[92],"electric":[94],"reliability":[95],"technology":[96],"solutions":[97],"(CERTS)":[98],"MG":[99,113],"exemplify":[103],"effectiveness":[105],"proposed":[108],"after":[110],"modeling":[111],"system":[114],"power":[116],"systems":[117],"computer":[118],"aided":[119],"design/electromagnetic":[120],"transient":[121],"direct":[122],"current":[123],"(PSCAD/EMTDC)":[124],"software":[125],"package.":[126],"results":[128],"presented,":[130],"discussed,":[131],"conclusions":[133],"drawn.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
