{"id":"https://openalex.org/W4220885472","doi":"https://doi.org/10.1109/tii.2022.3162210","title":"Dynamic Matrix Completion Based State Estimation in Distribution Grids","display_name":"Dynamic Matrix Completion Based State Estimation in Distribution Grids","publication_year":2022,"publication_date":"2022-03-24","ids":{"openalex":"https://openalex.org/W4220885472","doi":"https://doi.org/10.1109/tii.2022.3162210"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3162210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3162210","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1907544","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088455531","display_name":"Biswajeet Rout","orcid":"https://orcid.org/0000-0003-0996-3375"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Biswajeet Rout","raw_affiliation_strings":["Electrical and Computer Engineering, Kansas State University, Manhattan, KS, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067340580","display_name":"Shweta Dahale","orcid":"https://orcid.org/0000-0003-0366-9749"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shweta Dahale","raw_affiliation_strings":["Electrical and Computer Engineering, Kansas State University, Manhattan, KS, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003778401","display_name":"Balasubramaniam Natarajan","orcid":"https://orcid.org/0000-0001-6429-9003"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Balasubramaniam Natarajan","raw_affiliation_strings":["Electrical and Computer Engineering, Kansas State University, Manhattan, KS, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088455531"],"corresponding_institution_ids":["https://openalex.org/I189590672"],"apc_list":null,"apc_paid":null,"fwci":1.5655,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.82072967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"11","first_page":"7504","last_page":"7511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9993000030517578,"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":0.9805999994277954,"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/kalman-filter","display_name":"Kalman filter","score":0.7460457682609558},{"id":"https://openalex.org/keywords/matrix-completion","display_name":"Matrix completion","score":0.7107802629470825},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6281570196151733},{"id":"https://openalex.org/keywords/ensemble-kalman-filter","display_name":"Ensemble Kalman filter","score":0.48565590381622314},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.457307368516922},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44783782958984375},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4458662271499634},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4231204688549042},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39865630865097046},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.36901748180389404},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.3066083788871765},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22219061851501465},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19318723678588867},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.16759803891181946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1203913688659668}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7460457682609558},{"id":"https://openalex.org/C2778459887","wikidata":"https://www.wikidata.org/wiki/Q6787865","display_name":"Matrix completion","level":3,"score":0.7107802629470825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6281570196151733},{"id":"https://openalex.org/C79334102","wikidata":"https://www.wikidata.org/wiki/Q3072268","display_name":"Ensemble Kalman filter","level":4,"score":0.48565590381622314},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.457307368516922},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44783782958984375},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4458662271499634},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4231204688549042},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39865630865097046},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36901748180389404},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.3066083788871765},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22219061851501465},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19318723678588867},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.16759803891181946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1203913688659668},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2022.3162210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3162210","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1907544","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1907544","pdf_url":"https://www.osti.gov/servlets/purl/1907544","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1907544","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1907544","pdf_url":"https://www.osti.gov/servlets/purl/1907544","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G188950449","display_name":null,"funder_award_id":"DE-EE0008767","funder_id":"https://openalex.org/F4320337712","funder_display_name":"Solar Energy Technologies Office"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332360","display_name":"Office of Energy Efficiency and Renewable Energy","ror":"https://ror.org/02xznz413"},{"id":"https://openalex.org/F4320337712","display_name":"Solar Energy Technologies Office","ror":"https://ror.org/033jmdj81"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220885472.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1598852905","https://openalex.org/W2010089460","https://openalex.org/W2016456873","https://openalex.org/W2045490871","https://openalex.org/W2091741383","https://openalex.org/W2093740369","https://openalex.org/W2093855461","https://openalex.org/W2107390735","https://openalex.org/W2118242473","https://openalex.org/W2128087567","https://openalex.org/W2133897017","https://openalex.org/W2166163936","https://openalex.org/W2168236778","https://openalex.org/W2169677289","https://openalex.org/W2170207790","https://openalex.org/W2171845477","https://openalex.org/W2401066155","https://openalex.org/W2611328865","https://openalex.org/W2650476763","https://openalex.org/W2762654164","https://openalex.org/W2770983174","https://openalex.org/W2784176971","https://openalex.org/W2950201748","https://openalex.org/W2963762195","https://openalex.org/W2996221078","https://openalex.org/W3094661245","https://openalex.org/W3097481925","https://openalex.org/W3115577187","https://openalex.org/W3191461295","https://openalex.org/W4249093007","https://openalex.org/W6729214561"],"related_works":["https://openalex.org/W2119007379","https://openalex.org/W4206024512","https://openalex.org/W2525014937","https://openalex.org/W2103062922","https://openalex.org/W2162299404","https://openalex.org/W2014787281","https://openalex.org/W2053335193","https://openalex.org/W2394115825","https://openalex.org/W4233345519","https://openalex.org/W2130896823"],"abstract_inverted_index":{"The":[0,86],"power":[1],"distribution":[2,33,68],"network":[3],"is":[4,95,133,141],"undergoing":[5],"tremendous":[6],"transformation":[7],"due":[8],"to":[9,39],"an":[10],"increase":[11],"in":[12,26,31],"the":[13,32,37,89,98,105,130],"penetration":[14],"of":[15,88,129],"renewable":[16],"energy":[17],"resources":[18],"and":[19,29,41,52,76,108],"electric":[20],"vehicles.":[21],"These":[22],"changes":[23],"have":[24],"resulted":[25],"greater":[27],"uncertainty":[28],"dynamics":[30],"grid":[34],"states.":[35],"Therefore,":[36],"ability":[38],"track":[40],"monitor":[42],"system":[43],"states":[44],"has":[45],"become":[46],"a":[47],"critical":[48],"need":[49],"for":[50,67],"accurate":[51],"timely":[53],"control":[54],"actions.":[55],"In":[56],"this":[57],"article,":[58],"we":[59],"propose":[60],"two":[61],"dynamic":[62,91],"sparsity-based":[63],"state":[64,92],"estimation":[65,93],"approaches":[66,140],"systems:":[69],"1)":[70],"locally":[71],"weighted":[72],"matrix":[73,79,100],"completion":[74,80,101],"(LW-MC),":[75],"2)":[77],"Bayesian":[78],"with":[81,97,138],"Kalman":[82],"filter":[83],"prediction":[84],"(BMC-KF).":[85],"performance":[87],"proposed":[90],"strategies":[94],"compared":[96],"classic/static":[99],"(static-MC)":[102],"approach":[103,118],"using":[104],"IEEE":[106,109],"37":[107],"123":[110],"bus":[111],"test":[112],"systems.":[113],"Results":[114],"indicate":[115],"that":[116],"BMC-KF":[117],"outperforms":[119],"both":[120,139],"LW-MC":[121],"as":[122,124],"well":[123],"static-MC":[125],"even":[126],"when":[127],"30%":[128],"measurement":[131],"data":[132],"available.":[134],"Computational":[135],"complexity":[136],"associated":[137],"quantified.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
