{"id":"https://openalex.org/W3115747623","doi":"https://doi.org/10.1109/smartgridcomm47815.2020.9302970","title":"Deep Learning for Reactive Power Control of Smart Inverters under Communication Constraints","display_name":"Deep Learning for Reactive Power Control of Smart Inverters under Communication Constraints","publication_year":2020,"publication_date":"2020-11-11","ids":{"openalex":"https://openalex.org/W3115747623","doi":"https://doi.org/10.1109/smartgridcomm47815.2020.9302970","mag":"3115747623"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm47815.2020.9302970","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm47815.2020.9302970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","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/A5064577675","display_name":"Sarthak Gupta","orcid":"https://orcid.org/0000-0002-0314-2026"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sarthak Gupta","raw_affiliation_strings":["Bradley Dept. of Electrical & Computer Engineering, Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Bradley Dept. of Electrical & Computer Engineering, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085212636","display_name":"Vassilis Kekatos","orcid":"https://orcid.org/0000-0003-1127-3285"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vassilis Kekatos","raw_affiliation_strings":["Bradley Dept. of Electrical & Computer Engineering, Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Bradley Dept. of Electrical & Computer Engineering, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101484129","display_name":"Ming Jin","orcid":"https://orcid.org/0000-0001-7909-4545"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Jin","raw_affiliation_strings":["Bradley Dept. of Electrical & Computer Engineering, Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Bradley Dept. of Electrical & Computer Engineering, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064577675"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":1.1769,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79214559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9997000098228455,"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/T10454","display_name":"Optimal Power Flow Distribution","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/T10603","display_name":"Smart Grid Energy Management","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"}}],"keywords":[{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.7899491786956787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6528626084327698},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5413285493850708},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5320079922676086},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4650145173072815},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.43729543685913086},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4310700297355652},{"id":"https://openalex.org/keywords/master/slave","display_name":"Master/slave","score":0.4238851070404053},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.41524386405944824},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.35675257444381714},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3424525558948517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26992958784103394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19198840856552124},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.17314013838768005},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1142214834690094},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10172125697135925}],"concepts":[{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.7899491786956787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6528626084327698},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5413285493850708},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5320079922676086},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4650145173072815},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.43729543685913086},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4310700297355652},{"id":"https://openalex.org/C20454292","wikidata":"https://www.wikidata.org/wiki/Q735523","display_name":"Master/slave","level":2,"score":0.4238851070404053},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.41524386405944824},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.35675257444381714},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3424525558948517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26992958784103394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19198840856552124},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.17314013838768005},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1142214834690094},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10172125697135925},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smartgridcomm47815.2020.9302970","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm47815.2020.9302970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1995874947","https://openalex.org/W2087279961","https://openalex.org/W2282185455","https://openalex.org/W2304067940","https://openalex.org/W2739935458","https://openalex.org/W2740655068","https://openalex.org/W2883094398","https://openalex.org/W2922251527","https://openalex.org/W2963644006","https://openalex.org/W2963669827","https://openalex.org/W2968135077","https://openalex.org/W2975972252","https://openalex.org/W2977379144","https://openalex.org/W2980844525","https://openalex.org/W2984666782","https://openalex.org/W2990090413","https://openalex.org/W2991859550","https://openalex.org/W2997572754","https://openalex.org/W3015689570","https://openalex.org/W3097422301","https://openalex.org/W3105577550","https://openalex.org/W3106348065","https://openalex.org/W6767843265","https://openalex.org/W6769306352","https://openalex.org/W6769378648","https://openalex.org/W6772505315"],"related_works":["https://openalex.org/W2367891013","https://openalex.org/W2007108787","https://openalex.org/W4390604093","https://openalex.org/W2084837496","https://openalex.org/W2103570580","https://openalex.org/W2373210218","https://openalex.org/W3147659851","https://openalex.org/W3119861251","https://openalex.org/W3019679473","https://openalex.org/W2002846642"],"abstract_inverted_index":{"Aiming":[0],"for":[1],"the":[2,43,61,95,110,133,147,185],"median":[3],"solution":[4,192],"between":[5],"cyber-intensive":[6],"optimal":[7,195],"power":[8],"flow":[9],"(OPF)":[10],"solutions":[11,32],"and":[12,46,56,73,129,174],"subpar":[13],"local":[14,138,172],"control,":[15],"this":[16,188],"work":[17],"advocates":[18],"deciding":[19],"inverter":[20,37,55,139,191],"injection":[21],"setpoints":[22],"using":[23],"deep":[24],"neural":[25],"networks":[26],"(DNNs).":[27],"Instead":[28],"of":[29,187],"fitting":[30],"OPF":[31],"in":[33,69,100,164],"a":[34,50,70,77,93,101,114],"black-box":[35],"manner,":[36],"DNNs":[38],"are":[39,125,130],"naturally":[40],"integrated":[41],"with":[42,137],"feeder":[44],"model":[45],"trained":[47,91],"to":[48,54,112,119,178],"minimize":[49],"grid-wide":[51],"objective":[52],"subject":[53],"network":[57],"constraints":[58],"enforced":[59],"on":[60,86,159,180],"average":[62],"over":[63,193],"uncertain":[64],"grid":[65,87],"conditions.":[66],"Learning":[67],"occurs":[68],"quasi-stationary":[71],"fashion":[72],"is":[74,98,107],"posed":[75],"as":[76,92],"stochastic":[78,82],"OPF,":[79],"handled":[80],"via":[81],"primal-dual":[83],"updates":[84],"acting":[85],"data":[88,149],"scenarios.":[89],"Although":[90],"whole,":[94],"proposed":[96],"DNN":[97,143],"operated":[99],"master-slave":[102],"architecture.":[103],"Its":[104,122],"master":[105],"part":[106],"run":[108],"at":[109],"utility":[111,134,176],"output":[113],"condensed":[115],"control":[116,196],"signal":[117,135],"broadcast":[118],"all":[120],"inverters.":[121],"slave":[123],"parts":[124],"implemented":[126],"by":[127,132,171],"inverters":[128,167],"driven":[131,170],"along":[136],"readings.":[140],"This":[141],"novel":[142],"structure":[144],"uniquely":[145],"addresses":[146],"small-big":[148],"conundrum":[150],"where":[151],"utilities":[152],"collect":[153],"detailed":[154],"smart":[155],"meter":[156],"readings":[157],"yet":[158],"an":[160,194],"hourly":[161],"basis,":[162],"while":[163],"real":[165],"time":[166],"should":[168],"be":[169],"inputs":[173],"minimal":[175],"coordination":[177],"save":[179],"communication.":[181],"Numerical":[182],"tests":[183],"corroborate":[184],"efficacy":[186],"physics-aware":[189],"DNN-based":[190],"policy.":[197]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
