{"id":"https://openalex.org/W4310174518","doi":"https://doi.org/10.1109/isgt-europe54678.2022.9960589","title":"Application of Machine Learning to Oscillation Detection using PMU Data based on Prony Analysis","display_name":"Application of Machine Learning to Oscillation Detection using PMU Data based on Prony Analysis","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4310174518","doi":"https://doi.org/10.1109/isgt-europe54678.2022.9960589"},"language":"en","primary_location":{"id":"doi:10.1109/isgt-europe54678.2022.9960589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe54678.2022.9960589","pdf_url":null,"source":{"id":"https://openalex.org/S4363608096","display_name":"2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","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/A5069676001","display_name":"Taif Mohamed","orcid":"https://orcid.org/0000-0003-2335-8366"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taif Mohamed","raw_affiliation_strings":["Texas A&M University,Dept of ECEN,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University,Dept of ECEN,College Station,TX,USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007985005","display_name":"Mladen Kezunovi\u0107","orcid":"https://orcid.org/0000-0002-8925-4415"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mladen Kezunovic","raw_affiliation_strings":["Temple University,Computer and Information Sciences,Philadelphia,PA,USA","Computer and Information Sciences, Temple University, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Temple University,Computer and Information Sciences,Philadelphia,PA,USA","institution_ids":["https://openalex.org/I84392919"]},{"raw_affiliation_string":"Computer and Information Sciences, Temple University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044038055","display_name":"Zoran Obradovi\u0107","orcid":"https://orcid.org/0000-0002-2051-0142"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zoran Obradovic","raw_affiliation_strings":["Temple University,Computer and Information Sciences,Philadelphia,PA,USA","Computer and Information Sciences, Temple University, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Temple University,Computer and Information Sciences,Philadelphia,PA,USA","institution_ids":["https://openalex.org/I84392919"]},{"raw_affiliation_string":"Computer and Information Sciences, Temple University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109125924","display_name":"Yi Hu","orcid":"https://orcid.org/0000-0003-3317-4771"},"institutions":[{"id":"https://openalex.org/I100301340","display_name":"Quanta Technology (United States)","ror":"https://ror.org/03symbb61","country_code":"US","type":"company","lineage":["https://openalex.org/I100301340"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Hu","raw_affiliation_strings":["Quanta Technology,Raleigh,NC,USA","Quanta Technology, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quanta Technology,Raleigh,NC,USA","institution_ids":["https://openalex.org/I100301340"]},{"raw_affiliation_string":"Quanta Technology, Raleigh, NC, USA","institution_ids":["https://openalex.org/I100301340"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079465645","display_name":"Zheyuan Cheng","orcid":"https://orcid.org/0000-0002-6907-4062"},"institutions":[{"id":"https://openalex.org/I100301340","display_name":"Quanta Technology (United States)","ror":"https://ror.org/03symbb61","country_code":"US","type":"company","lineage":["https://openalex.org/I100301340"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheyuan Cheng","raw_affiliation_strings":["Quanta Technology,Raleigh,NC,USA","Quanta Technology, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quanta Technology,Raleigh,NC,USA","institution_ids":["https://openalex.org/I100301340"]},{"raw_affiliation_string":"Quanta Technology, Raleigh, NC, USA","institution_ids":["https://openalex.org/I100301340"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9568,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70655829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"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/T10305","display_name":"Power System Optimization and Stability","score":0.9995999932289124,"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/T10305","display_name":"Power System Optimization and Stability","score":0.9995999932289124,"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/T10972","display_name":"Power Systems Fault Detection","score":0.9951000213623047,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/computer-science","display_name":"Computer science","score":0.7142499685287476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5766150951385498},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5615754723548889},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5203501582145691},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5102500915527344},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.489645779132843},{"id":"https://openalex.org/keywords/oscillation","display_name":"Oscillation (cell signaling)","score":0.46316561102867126},{"id":"https://openalex.org/keywords/interconnection","display_name":"Interconnection","score":0.4562666416168213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3777932822704315},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3249337077140808}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7142499685287476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5766150951385498},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5615754723548889},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5203501582145691},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5102500915527344},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.489645779132843},{"id":"https://openalex.org/C2778439541","wikidata":"https://www.wikidata.org/wiki/Q7106412","display_name":"Oscillation (cell signaling)","level":2,"score":0.46316561102867126},{"id":"https://openalex.org/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"score":0.4562666416168213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3777932822704315},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3249337077140808},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt-europe54678.2022.9960589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe54678.2022.9960589","pdf_url":null,"source":{"id":"https://openalex.org/S4363608096","display_name":"2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1993545128","https://openalex.org/W1997968143","https://openalex.org/W2128016124","https://openalex.org/W2128063599","https://openalex.org/W2144995321","https://openalex.org/W2154978605","https://openalex.org/W2167863042","https://openalex.org/W2281271125","https://openalex.org/W2547051945","https://openalex.org/W2793613633","https://openalex.org/W2889238383","https://openalex.org/W2943284349","https://openalex.org/W2964022491","https://openalex.org/W3116658031","https://openalex.org/W3132930563","https://openalex.org/W4283710453","https://openalex.org/W6683261005","https://openalex.org/W6695460054","https://openalex.org/W6750729320","https://openalex.org/W6827666898"],"related_works":["https://openalex.org/W2155019192","https://openalex.org/W2014709025","https://openalex.org/W2766970861","https://openalex.org/W3125341812","https://openalex.org/W1991674760","https://openalex.org/W1668171714","https://openalex.org/W2155297398","https://openalex.org/W4380607112","https://openalex.org/W2218294330","https://openalex.org/W2372323905"],"abstract_inverted_index":{"Various":[0],"types":[1],"of":[2,15,32,69,94,118,134,152,168,177,187,211],"oscillations":[3],"could":[4,21],"occur":[5],"in":[6,64,130],"the":[7,24,37,47,65,70,92,131,135,150,169,178,185,188,195,207],"power":[8,26,43,86],"grid":[9],"from":[10,84,111,126],"time":[11],"to":[12,40],"time.":[13],"Most":[14],"them":[16],"are":[17,147],"harmless,":[18],"while":[19],"some":[20],"significantly":[22],"impact":[23],"reliable":[25],"system":[27,44,87],"operations.":[28],"With":[29],"increased":[30],"penetration":[31],"renewable":[33],"energy":[34],"sources":[35],"and":[36,51,55,144,171,191,209],"general":[38],"transition":[39],"more":[41],"complex":[42],"operation":[45],"comes":[46],"need":[48],"for":[49,75],"automated":[50],"accurate":[52],"oscillation":[53,96,142],"detection":[54,98,143,190],"classification":[56,145,192],"methods.":[57],"Such":[58],"methods":[59],"have":[60,183],"been":[61],"extensively":[62],"studied":[63],"past.":[66],"Still,":[67],"most":[68],"earlier":[71],"work":[72],"was":[73],"done":[74],"situational":[76],"awareness":[77],"purposes":[78],"based":[79],"primarily":[80],"on":[81,105],"simulated":[82],"waveforms":[83],"synthetic":[85],"models.":[88],"This":[89],"paper":[90],"presents":[91],"results":[93,151],"an":[95],"event":[97,179,200],"method":[99],"using":[100,149],"machine":[101,140],"learning":[102,141],"algorithms":[103],"trained":[104,148],"features":[106],"extracted":[107],"by":[108],"Prony":[109,153],"analysis":[110,154,167],"field-recorded":[112,121],"PMU":[113,213],"data.":[114],"The":[115,158],"unique":[116],"experience":[117],"working":[119],"with":[120],"historical":[122],"synchrophasor":[123],"data":[124,170],"obtained":[125],"38":[127],"PMUs":[128],"located":[129],"Western":[132],"Interconnection":[133],"US":[136],"is":[137],"shared.":[138],"Four":[139],"models":[146],"as":[155],"input":[156],"features.":[157],"CatBoost":[159],"classifier":[160],"outperforms":[161],"alternatives":[162],"achieving":[163],"76.86%":[164],"accuracy.":[165],"An":[166],"related":[172],"labels":[173],"reveals":[174],"several":[175],"aspects":[176],"labeling":[180,201],"that":[181,203],"may":[182],"hindered":[184],"performance":[186],"investigated":[189],"techniques.":[193],"In":[194],"end,":[196],"we":[197],"suggest":[198],"future":[199],"approaches":[202],"might":[204],"help":[205],"avoid":[206],"challenges":[208],"limitations":[210],"current":[212],"recording":[214],"practices.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}