{"id":"https://openalex.org/W4407950553","doi":"https://doi.org/10.1109/cdc56724.2024.10886546","title":"Strategic Electric Distribution Network Sensing via Spectral Bandits","display_name":"Strategic Electric Distribution Network Sensing via Spectral Bandits","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4407950553","doi":"https://doi.org/10.1109/cdc56724.2024.10886546"},"language":"en","primary_location":{"id":"doi:10.1109/cdc56724.2024.10886546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","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/A5023442914","display_name":"Samuel Talkington","orcid":"https://orcid.org/0000-0001-5768-8115"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Samuel Talkington","raw_affiliation_strings":["Georgia Tech,School of Electrical and Computer Engineering,Atlanta,GA,USA"],"affiliations":[{"raw_affiliation_string":"Georgia Tech,School of Electrical and Computer Engineering,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100638160","display_name":"Rahul Gupta","orcid":"https://orcid.org/0000-0002-9905-6092"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rahul Gupta","raw_affiliation_strings":["Georgia Tech,School of Electrical and Computer Engineering,Atlanta,GA,USA"],"affiliations":[{"raw_affiliation_string":"Georgia Tech,School of Electrical and Computer Engineering,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114553923","display_name":"Richard Asiamah","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Asiamah","raw_affiliation_strings":["Georgia Tech,School of Electrical and Computer Engineering,Atlanta,GA,USA"],"affiliations":[{"raw_affiliation_string":"Georgia Tech,School of Electrical and Computer Engineering,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080918951","display_name":"Paprapee Buason","orcid":"https://orcid.org/0000-0002-3945-8911"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paprapee Buason","raw_affiliation_strings":["Los Alamos National Laboratory"],"affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046432907","display_name":"Daniel K. Molzahn","orcid":"https://orcid.org/0000-0003-0583-5376"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel K. Molzahn","raw_affiliation_strings":["Georgia Tech,School of Electrical and Computer Engineering,Atlanta,GA,USA"],"affiliations":[{"raw_affiliation_string":"Georgia Tech,School of Electrical and Computer Engineering,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023442914"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26137572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4269","last_page":"4276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9549999833106995,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9549999833106995,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9513999819755554,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9258999824523926,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.536454975605011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5155136585235596},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1282188594341278}],"concepts":[{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.536454975605011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5155136585235596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1282188594341278},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc56724.2024.10886546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320333916","display_name":"Office of Electricity","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Despite":[0],"their":[1],"wide-scale":[2],"deployment":[3],"and":[4],"ability":[5,46],"to":[6,47,51,59,92,154],"make":[7],"accurate":[8],"high-frequency":[9],"voltage":[10,161],"measurements,":[11],"communication":[12,34],"network":[13,153],"limitations":[14],"have":[15,36,44],"largely":[16],"precluded":[17],"the":[18,45,79,84,99,103,109,134,165,168],"use":[19,93],"of":[20,54,78,108,129,160,167],"smart":[21,32,64],"meters":[22,157],"for":[23,125],"real-time":[24,61],"monitoring":[25,62],"purposes":[26],"in":[27,83,142],"electric":[28],"distribution":[29],"systems.":[30],"Although":[31],"meter":[33],"networks":[35],"limited":[37],"bandwidth":[38,50],"available":[39],"per":[40],"meter,":[41],"they":[42],"also":[43],"dedicate":[48],"higher":[49],"varying":[52],"subsets":[53],"meters.":[55],"Using":[56],"this":[57,66,116],"capability":[58],"enable":[60],"from":[63],"meters,":[65],"paper":[67],"proposes":[68],"an":[69],"online":[70],"bandwidth-constrained":[71],"sensor":[72],"sampling":[73,120],"algorithm":[74],"that":[75,122],"takes":[76],"advantage":[77],"graphical":[80],"structure":[81,113],"inherent":[82],"power":[85],"flow":[86],"equations.":[87],"The":[88,112,145],"key":[89],"idea":[90],"is":[91,147],"a":[94,119,150],"spectral":[95],"bandit":[96],"framework":[97,117],"where":[98],"estimated":[100],"parameters":[101],"are":[102],"graph":[104],"Fourier":[105],"transform":[106],"coefficients":[107],"nodal":[110],"voltages.":[111],"provided":[114],"by":[115],"promotes":[118],"policy":[121,135],"strategically":[123],"accounts":[124],"electrical":[126,152],"distance.":[127],"Maxima":[128],"sub-Gaussian":[130],"random":[131],"variables":[132],"model":[133],"rewards,":[136],"which":[137],"relaxes":[138],"distributional":[139],"assumptions":[140],"common":[141],"prior":[143],"work.":[144],"scheme":[146],"implemented":[148],"on":[149],"synthetic":[151],"dynamically":[155],"identify":[156],"exposing":[158],"violations":[159],"magnitude":[162],"limits,":[163],"illustrating":[164],"effectiveness":[166],"proposed":[169],"method.":[170]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}