{"id":"https://openalex.org/W3011013176","doi":"https://doi.org/10.1109/tim.2020.2980332","title":"Data-Driven Framework to Model Identification, Event Detection, and Topology Change Location Using D-PMUs","display_name":"Data-Driven Framework to Model Identification, Event Detection, and Topology Change Location Using D-PMUs","publication_year":2020,"publication_date":"2020-03-12","ids":{"openalex":"https://openalex.org/W3011013176","doi":"https://doi.org/10.1109/tim.2020.2980332","mag":"3011013176"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2020.2980332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2020.2980332","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5080050535","display_name":"Jonathan C. Mayo\u2010Maldonado","orcid":"https://orcid.org/0000-0003-2513-2395"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jonathan C. Mayo-Maldonado","raw_affiliation_strings":["School of Engineering and Sciences, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015166957","display_name":"Jes\u00fas E. Valdez-Res\u00e9ndiz","orcid":"https://orcid.org/0000-0002-1889-1353"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jesus E. Valdez-Resendiz","raw_affiliation_strings":["School of Engineering and Sciences, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063440967","display_name":"Daniel Guill\u00e9n","orcid":"https://orcid.org/0000-0001-9569-9691"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"D. Guillen","raw_affiliation_strings":["School of Engineering and Sciences, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnol\u00f3gico de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084385768","display_name":"Mohini Bariya","orcid":"https://orcid.org/0000-0003-0130-1529"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohini Bariya","raw_affiliation_strings":["University of California at Berkeley, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California at Berkeley, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084453468","display_name":"Alexandra von Meier","orcid":"https://orcid.org/0000-0003-4675-752X"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandra von Meier","raw_affiliation_strings":["University of California at Berkeley, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California at Berkeley, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026624733","display_name":"Ernesto A. Salas-Esquivel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ernesto A. Salas-Esquivel","raw_affiliation_strings":["ABB M\u00e9xico, San Luis Potos\u00ed, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ABB M\u00e9xico, San Luis Potos\u00ed, Mexico","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016031736","display_name":"Aminy E. Ostfeld","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aminy Ostfeld","raw_affiliation_strings":["Amber Kinetics, Inc., Union City, USA","University of California at Berkeley, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amber Kinetics, Inc., Union City, USA","institution_ids":[]},{"raw_affiliation_string":"University of California at Berkeley, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1413,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.75974778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"69","issue":"9","first_page":"6921","last_page":"6933"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9997000098228455,"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":0.9997000098228455,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9991999864578247,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9976999759674072,"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/phasor","display_name":"Phasor","score":0.7977583408355713},{"id":"https://openalex.org/keywords/units-of-measurement","display_name":"Units of measurement","score":0.7265313267707825},{"id":"https://openalex.org/keywords/phasor-measurement-unit","display_name":"Phasor measurement unit","score":0.5959149599075317},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5919573307037354},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5877386331558228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5389069318771362},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.522418737411499},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4808369576931},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.47061043977737427},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4237344264984131},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4103727340698242},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4081721901893616},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3536657691001892},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3316461443901062},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3311769962310791},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.2822568714618683},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26895397901535034},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17425528168678284},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.14512836933135986},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12693747878074646},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10521689057350159},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09737345576286316}],"concepts":[{"id":"https://openalex.org/C176605952","wikidata":"https://www.wikidata.org/wiki/Q827674","display_name":"Phasor","level":4,"score":0.7977583408355713},{"id":"https://openalex.org/C151233233","wikidata":"https://www.wikidata.org/wiki/Q47574","display_name":"Units of measurement","level":2,"score":0.7265313267707825},{"id":"https://openalex.org/C2778229166","wikidata":"https://www.wikidata.org/wiki/Q8290","display_name":"Phasor measurement unit","level":5,"score":0.5959149599075317},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5919573307037354},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5877386331558228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5389069318771362},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.522418737411499},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4808369576931},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.47061043977737427},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4237344264984131},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4103727340698242},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4081721901893616},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3536657691001892},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3316461443901062},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3311769962310791},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.2822568714618683},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26895397901535034},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17425528168678284},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.14512836933135986},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12693747878074646},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10521689057350159},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09737345576286316},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tim.2020.2980332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2020.2980332","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:503439","is_oa":false,"landing_page_url":"http://doi.org/10.1109/TIM.2020.2980332>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324348","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda, Guatemala","ror":"https://ror.org/03pr08s76"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1499925099","https://openalex.org/W1537945022","https://openalex.org/W1632642133","https://openalex.org/W1693168179","https://openalex.org/W1991631960","https://openalex.org/W2023258472","https://openalex.org/W2030374597","https://openalex.org/W2321674405","https://openalex.org/W2357203454","https://openalex.org/W2395955964","https://openalex.org/W2483322293","https://openalex.org/W2509886757","https://openalex.org/W2551721213","https://openalex.org/W2557086925","https://openalex.org/W2724765071","https://openalex.org/W2765247213","https://openalex.org/W2800233816","https://openalex.org/W2889610970","https://openalex.org/W2890928664","https://openalex.org/W2911733589","https://openalex.org/W2913465992","https://openalex.org/W2929068715","https://openalex.org/W2931214005","https://openalex.org/W2963679871","https://openalex.org/W2964010205","https://openalex.org/W2982033569","https://openalex.org/W4231367092","https://openalex.org/W4285719527","https://openalex.org/W6730200023"],"related_works":["https://openalex.org/W2563511628","https://openalex.org/W3015185851","https://openalex.org/W2146555631","https://openalex.org/W2054955885","https://openalex.org/W4361760675","https://openalex.org/W1693168179","https://openalex.org/W3208563944","https://openalex.org/W3036282829","https://openalex.org/W1977278688","https://openalex.org/W1632642133"],"abstract_inverted_index":{"We":[0],"introduce":[1],"a":[2,74,79],"model-free":[3],"scheme":[4],"that":[5],"is":[6],"capable":[7],"of":[8,30,58,76],"identifying":[9],"topology":[10],"changes":[11],"in":[12],"distribution":[13],"networks":[14],"using":[15,64,78],"data":[16],"from":[17],"distribution-level":[18],"phasor":[19],"measurement":[20],"units":[21],"(D-PMUs).":[22],"To":[23],"do":[24],"so,":[25],"we":[26],"use":[27],"algebraic":[28],"tools":[29],"behavioral":[31],"system":[32],"theory":[33],"to":[34],"develop":[35],"easy-to-implement":[36],"algorithms.":[37,61],"The":[38],"intrinsic":[39],"difficulties":[40],"associated":[41],"with":[42],"D-PMU":[43],"measurements":[44],"and":[45,67],"their":[46],"proposed":[47,60],"solution":[48],"are":[49,71],"discussed":[50],"as":[51,73],"an":[52],"additional":[53],"challenge":[54],"for":[55],"the":[56,59],"implementation":[57],"Experimental":[62],"results":[63],"real":[65],"D-PMUs":[66],"laboratory":[68],"real-time":[69],"hardware":[70],"provided":[72],"proof":[75],"concept":[77],"standard":[80],"IEEE-test":[81],"node":[82],"feeder.":[83]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}