{"id":"https://openalex.org/W2954083151","doi":"https://doi.org/10.1109/igcc.2018.8752121","title":"Generator Event Detection from Synchrophasor Data Using a Two-Step Time-Series Machine Learning Algorithm","display_name":"Generator Event Detection from Synchrophasor Data Using a Two-Step Time-Series Machine Learning Algorithm","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2954083151","doi":"https://doi.org/10.1109/igcc.2018.8752121","mag":"2954083151"},"language":"en","primary_location":{"id":"doi:10.1109/igcc.2018.8752121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igcc.2018.8752121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Ninth International Green and Sustainable Computing Conference (IGSC)","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/A5056069652","display_name":"Jorge Berrios","orcid":null},"institutions":[{"id":"https://openalex.org/I137317281","display_name":"Washington State University Vancouver","ror":"https://ror.org/00g2fk805","country_code":"US","type":"education","lineage":["https://openalex.org/I137317281","https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jorge Berrios","raw_affiliation_strings":["School of ENCS, Washington State University, Vancouver, Washington, USA"],"affiliations":[{"raw_affiliation_string":"School of ENCS, Washington State University, Vancouver, Washington, USA","institution_ids":["https://openalex.org/I137317281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103132454","display_name":"Scott Wallace","orcid":"https://orcid.org/0000-0001-7613-9170"},"institutions":[{"id":"https://openalex.org/I137317281","display_name":"Washington State University Vancouver","ror":"https://ror.org/00g2fk805","country_code":"US","type":"education","lineage":["https://openalex.org/I137317281","https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Wallace","raw_affiliation_strings":["School of ENCS, Washington State University, Vancouver, Washington, USA"],"affiliations":[{"raw_affiliation_string":"School of ENCS, Washington State University, Vancouver, Washington, USA","institution_ids":["https://openalex.org/I137317281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007023851","display_name":"Xinghui Zhao","orcid":"https://orcid.org/0000-0002-5120-0972"},"institutions":[{"id":"https://openalex.org/I137317281","display_name":"Washington State University Vancouver","ror":"https://ror.org/00g2fk805","country_code":"US","type":"education","lineage":["https://openalex.org/I137317281","https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinghui Zhao","raw_affiliation_strings":["School of ENCS, Washington State University, Vancouver, Washington, USA"],"affiliations":[{"raw_affiliation_string":"School of ENCS, Washington State University, Vancouver, Washington, USA","institution_ids":["https://openalex.org/I137317281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007650676","display_name":"Eduardo Cotilla\u2010Sanchez","orcid":"https://orcid.org/0000-0002-3964-3260"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eduardo Cotilla-Sanchez","raw_affiliation_strings":["School of EECS, Oregon State University, Corvallis, Oregon, USA"],"affiliations":[{"raw_affiliation_string":"School of EECS, Oregon State University, Corvallis, Oregon, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039176742","display_name":"Robert B. Bass","orcid":"https://orcid.org/0000-0002-5644-4634"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert B. Bass","raw_affiliation_strings":["Department of ECE, Maseeh College of ECS, Portland, Oregon, USA"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Maseeh College of ECS, Portland, Oregon, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056069652"],"corresponding_institution_ids":["https://openalex.org/I137317281"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2059301,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9879000186920166,"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"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9876999855041504,"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/troubleshooting","display_name":"Troubleshooting","score":0.8541461229324341},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.7181452512741089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6825816035270691},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6752041578292847},{"id":"https://openalex.org/keywords/phasor-measurement-unit","display_name":"Phasor measurement unit","score":0.6374648809432983},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6321063041687012},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5884335041046143},{"id":"https://openalex.org/keywords/units-of-measurement","display_name":"Units of measurement","score":0.5281577110290527},{"id":"https://openalex.org/keywords/phasor","display_name":"Phasor","score":0.5258460640907288},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5113634467124939},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5095839500427246},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47447922825813293},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4227890074253082},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3726639449596405},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.367889940738678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2775699496269226},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.18374118208885193}],"concepts":[{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.8541461229324341},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.7181452512741089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6825816035270691},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6752041578292847},{"id":"https://openalex.org/C2778229166","wikidata":"https://www.wikidata.org/wiki/Q8290","display_name":"Phasor measurement unit","level":5,"score":0.6374648809432983},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6321063041687012},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5884335041046143},{"id":"https://openalex.org/C151233233","wikidata":"https://www.wikidata.org/wiki/Q47574","display_name":"Units of measurement","level":2,"score":0.5281577110290527},{"id":"https://openalex.org/C176605952","wikidata":"https://www.wikidata.org/wiki/Q827674","display_name":"Phasor","level":4,"score":0.5258460640907288},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5113634467124939},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5095839500427246},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47447922825813293},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4227890074253082},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3726639449596405},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.367889940738678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2775699496269226},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.18374118208885193},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igcc.2018.8752121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igcc.2018.8752121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Ninth International Green and Sustainable Computing Conference (IGSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:pdxscholar.library.pdx.edu:ece_fac-1656","is_oa":false,"landing_page_url":"https://pdxscholar.library.pdx.edu/ece_fac/650","pdf_url":null,"source":{"id":"https://openalex.org/S4377196300","display_name":"PDXScholar  (Portland State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126345244","host_organization_name":"Portland State University","host_organization_lineage":["https://openalex.org/I126345244"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical and Computer Engineering Faculty Publications and Presentations","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1996054179","https://openalex.org/W2054894361","https://openalex.org/W2063866856","https://openalex.org/W2101234009","https://openalex.org/W2295214229","https://openalex.org/W2554130915","https://openalex.org/W2561692886","https://openalex.org/W2564573650","https://openalex.org/W2750184279","https://openalex.org/W2774644950","https://openalex.org/W2774935576","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2028471916","https://openalex.org/W2547260311","https://openalex.org/W1589114377","https://openalex.org/W2154842468","https://openalex.org/W2536794900","https://openalex.org/W1538400183","https://openalex.org/W2564500233","https://openalex.org/W1995635042","https://openalex.org/W2999493000","https://openalex.org/W2025215636"],"abstract_inverted_index":{"The":[0,122],"electrical":[1,7,86,144],"faults":[2],"of":[3,28,59,81,132,151,171],"generators":[4],"on":[5],"an":[6,57,73,85],"grid,":[8,87],"i.e.,":[9],"generator":[10,61,82],"events":[11,22,83],"(GE),":[12],"must":[13],"be":[14],"detected":[15],"efficiently":[16,167],"when":[17],"they":[18,55],"occur,":[19],"as":[20,108,154],"these":[21,48],"can":[23,164],"propagate":[24],"to":[25,36,47,62,76,142,180],"the":[26,29,64,79,89,130,149,152,169],"rest":[27],"grid":[30,65],"in":[31,126],"a":[32,60,102,117,133,172,182,188],"cascading":[33],"manner,":[34],"leading":[35],"outages":[37],"and":[38,112,166],"wide-area":[39],"blackouts.":[40],"Many":[41],"reasons":[42],"exist":[43],"that":[44,106,147,161],"give":[45],"rise":[46],"faults,":[49],"but":[50],"at":[51],"its":[52],"most":[53],"fundamental,":[54],"constitute":[56],"inability":[58],"match":[63],"usage":[66],"requirements.":[67],"In":[68,174],"this":[69],"paper,":[70],"we":[71,99,139,176],"present":[72],"efficient":[74],"algorithm":[75,105,163],"accurately":[77,165],"identify":[78,168],"occurrence":[80,170],"within":[84],"using":[88],"monitoring":[90],"data":[91],"obtained":[92],"from":[93],"phasor":[94],"measurement":[95],"units":[96],"(PMUs).":[97],"Specifically,":[98],"have":[100],"developed":[101],"machine":[103],"learning":[104],"takes":[107,156],"input":[109],"PMU":[110],"data,":[111],"subsequently":[113],"flags":[114],"instances":[115],"where":[116],"GE":[118],"had":[119],"taken":[120],"place.":[121,157],"detection":[123],"is":[124],"performed":[125],"near":[127],"real-time":[128],"with":[129],"help":[131],"standard":[134],"off-the-shelf":[135],"processing":[136],"unit.":[137],"Furthermore,":[138],"set":[140],"out":[141],"create":[143],"fault":[145,183],"maps":[146],"demarcate":[148],"progression":[150],"event":[153],"it":[155],"Experimental":[158],"results":[159],"show":[160],"our":[162],"GE.":[173],"addition,":[175],"are":[177],"also":[178],"able":[179],"report":[181],"network":[184],"map,":[185],"which":[186],"provides":[187],"powerful":[189],"tool":[190],"for":[191],"troubleshooting.":[192]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
