{"id":"https://openalex.org/W2885480219","doi":"https://doi.org/10.1109/icc.2018.8423024","title":"Physics-Based Features for Anomaly Detection in Power Grids with Micro-PMUs","display_name":"Physics-Based Features for Anomaly Detection in Power Grids with Micro-PMUs","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2885480219","doi":"https://doi.org/10.1109/icc.2018.8423024","mag":"2885480219"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8423024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5027729106","display_name":"Mahmoud El Chamie","orcid":"https://orcid.org/0000-0003-1317-6710"},"institutions":[{"id":"https://openalex.org/I4401726811","display_name":"Hartford Financial Services (United States)","ror":"https://ror.org/00mwq1g96","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726811"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Mahmoud El Chamie","raw_affiliation_strings":["Systems Department, United Technologies Research Center, East Hartford, CT"],"affiliations":[{"raw_affiliation_string":"Systems Department, United Technologies Research Center, East Hartford, CT","institution_ids":["https://openalex.org/I4401726811"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068665347","display_name":"Kin Gwn Lore","orcid":null},"institutions":[{"id":"https://openalex.org/I4401726811","display_name":"Hartford Financial Services (United States)","ror":"https://ror.org/00mwq1g96","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726811"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Kin Gwn Lore","raw_affiliation_strings":["Systems Department, United Technologies Research Center, East Hartford, CT"],"affiliations":[{"raw_affiliation_string":"Systems Department, United Technologies Research Center, East Hartford, CT","institution_ids":["https://openalex.org/I4401726811"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012259366","display_name":"Devu Manikantan Shila","orcid":"https://orcid.org/0000-0001-9882-147X"},"institutions":[{"id":"https://openalex.org/I4401726811","display_name":"Hartford Financial Services (United States)","ror":"https://ror.org/00mwq1g96","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726811"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Devu Manikantan Shila","raw_affiliation_strings":["Systems Department, United Technologies Research Center, East Hartford, CT"],"affiliations":[{"raw_affiliation_string":"Systems Department, United Technologies Research Center, East Hartford, CT","institution_ids":["https://openalex.org/I4401726811"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054958460","display_name":"Amit Surana","orcid":"https://orcid.org/0000-0002-6409-5139"},"institutions":[{"id":"https://openalex.org/I4401726811","display_name":"Hartford Financial Services (United States)","ror":"https://ror.org/00mwq1g96","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726811"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Amit Surana","raw_affiliation_strings":["Systems Department, United Technologies Research Center, East Hartford, CT"],"affiliations":[{"raw_affiliation_string":"Systems Department, United Technologies Research Center, East Hartford, CT","institution_ids":["https://openalex.org/I4401726811"]}]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.836,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":14,"citation_normalized_percentile":{"value":0.756413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":89},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.999,"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":0.999,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9986,"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/T10972","display_name":"Power Systems Fault Detection","score":0.997,"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/transient","display_name":"Transient (computer programming)","score":0.54400474},{"id":"https://openalex.org/keywords/phasor-measurement-unit","display_name":"Phasor measurement unit","score":0.46267363},{"id":"https://openalex.org/keywords/units-of-measurement","display_name":"Units of measurement","score":0.44555002},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.44400156}],"concepts":[{"id":"https://openalex.org/C176605952","wikidata":"https://www.wikidata.org/wiki/Q827674","display_name":"Phasor","level":4,"score":0.8898772},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.82116354},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.64969975},{"id":"https://openalex.org/C140311924","wikidata":"https://www.wikidata.org/wiki/Q200928","display_name":"Electric power transmission","level":2,"score":0.5901404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.57291275},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.54400474},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.51125145},{"id":"https://openalex.org/C2778229166","wikidata":"https://www.wikidata.org/wiki/Q8290","display_name":"Phasor measurement unit","level":5,"score":0.46267363},{"id":"https://openalex.org/C151233233","wikidata":"https://www.wikidata.org/wiki/Q47574","display_name":"Units of measurement","level":2,"score":0.44555002},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.44400156},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4296453},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4200705},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.40918922},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33177674},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25927764},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20581013},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18730205},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12605819},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8423024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.42,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":15,"referenced_works":["https://openalex.org/W1598852905","https://openalex.org/W1889024691","https://openalex.org/W1963576557","https://openalex.org/W1991510770","https://openalex.org/W1992488456","https://openalex.org/W2027069555","https://openalex.org/W2089468765","https://openalex.org/W2100495367","https://openalex.org/W2145094598","https://openalex.org/W2165076581","https://openalex.org/W2296719434","https://openalex.org/W2529818604","https://openalex.org/W273955616","https://openalex.org/W2740840550","https://openalex.org/W2997574889"],"related_works":["https://openalex.org/W893464502","https://openalex.org/W4309639887","https://openalex.org/W3202351492","https://openalex.org/W2564926255","https://openalex.org/W2554637739","https://openalex.org/W2366754541","https://openalex.org/W2163871062","https://openalex.org/W2154842468","https://openalex.org/W2079600481","https://openalex.org/W1940078271"],"abstract_inverted_index":{"The":[0],"expansion":[1],"of":[2,88,122,173,177,212],"monitoring":[3,32],"systems":[4],"for":[5,108,128,208],"power":[6,124],"grids":[7],"from":[8,41,102],"the":[9,15,21,28,49,55,78,86,89,119,123,154,162,166],"traditional":[10,206],"transmission":[11,56],"lines":[12,80],"to":[13,20,27,54,58,81,104],"include":[14],"distribution":[16,79],"grid":[17,50,90],"-":[18,23],"closer":[19],"end-user":[22],"is":[24,171],"largely":[25],"due":[26],"advance":[29],"in":[30,65,161],"electrical":[31],"devices":[33,182],"and":[34,64,91,133,144],"their":[35],"increasing":[36],"affordability.":[37],"This":[38,126],"paradigm-shift":[39],"benefits":[40],"new":[42],"algorithms":[43],"that":[44,73,114,138,151,198],"can":[45,74,92,139,200],"be":[46,75],"implemented":[47],"at":[48],"edge":[51,181],"(as":[52],"opposed":[53],"grid)":[57],"detect":[59,93,145],"anomalies":[60,116,178],"faster,":[61],"more":[62,130],"efficiently,":[63],"real-time.":[66],"Micro-PMUs":[67],"(\u03bc-PMUs)":[68],"are":[69],"phasor":[70],"measurement":[71],"units":[72],"placed":[76],"on":[77,118,192],"provide":[82],"real-time":[83],"data":[84,101],"about":[85],"state":[87],"fast":[94],"transients.":[95],"In":[96],"this":[97],"paper,":[98],"we":[99,199],"use":[100],"(\u03bc-PMUs":[103],"engineer":[105],"physics-based":[106,159],"features":[107,160],"a":[109,129,209],"novel":[110],"anomaly":[111,135,163],"detection":[112,164,203],"algorithm":[113,169],"detects":[115],"based":[117],"transient":[120],"properties":[121],"grid.":[125],"allows":[127],"capable,":[131],"agile,":[132],"reliable":[134],"scoring":[136],"system":[137],"learn":[140],"normal":[141],"behavior":[142,147],"patterns":[143],"anomalous":[146],"efficiently.":[148],"We":[149],"show":[150,197],"by":[152],"combining":[153],"classical":[155],"data-based":[156],"approaches":[157],"with":[158],"algorithm,":[165],"machine":[167],"learning":[168],"proposed":[170],"capable":[172],"detecting":[174],"different":[175],"classes":[176],"(such":[179],"as":[180],"on-off":[183],"attacks,":[184],"single":[185],"line-to-ground":[186],"(SLG)":[187],"faults,":[188],"etc.).":[189],"Simulation":[190],"results":[191],"IEEE":[193],"34-node":[194],"test":[195],"feeder":[196],"achieve":[201],"better":[202],"performance":[204],"than":[205],"techniques":[207],"broader":[210],"class":[211],"anomalies.":[213]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2885480219","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2}],"updated_date":"2024-12-14T23:35:39.067554","created_date":"2018-08-22"}