{"id":"https://openalex.org/W4308644334","doi":"https://doi.org/10.1109/allerton49937.2022.9929351","title":"Data-driven estimation of probabilistic constraints for network-safe distributed energy resource control","display_name":"Data-driven estimation of probabilistic constraints for network-safe distributed energy resource control","publication_year":2022,"publication_date":"2022-09-27","ids":{"openalex":"https://openalex.org/W4308644334","doi":"https://doi.org/10.1109/allerton49937.2022.9929351"},"language":"en","primary_location":{"id":"doi:10.1109/allerton49937.2022.9929351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton49937.2022.9929351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","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/A5065832838","display_name":"Sunho Jang","orcid":"https://orcid.org/0000-0002-4476-8922"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sunho Jang","raw_affiliation_strings":["University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054418471","display_name":"Necmiye \u00d6zay","orcid":"https://orcid.org/0000-0002-5552-4392"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Necmiye Ozay","raw_affiliation_strings":["University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015257057","display_name":"Johanna L. Mathieu","orcid":"https://orcid.org/0000-0001-8834-5350"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Johanna L. Mathieu","raw_affiliation_strings":["University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065832838"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.2744,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53506678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","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/T10454","display_name":"Optimal Power Flow Distribution","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/T10603","display_name":"Smart Grid Energy Management","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/T10223","display_name":"Microgrid Control and Optimization","score":0.9994999766349792,"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/news-aggregator","display_name":"News aggregator","score":0.8747851848602295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7749425172805786},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6652799844741821},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6470404267311096},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.6464826464653015},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6109747290611267},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.518448531627655},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5174951553344727},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.43082213401794434},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14102879166603088},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.11662009358406067}],"concepts":[{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.8747851848602295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7749425172805786},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6652799844741821},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6470404267311096},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.6464826464653015},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6109747290611267},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.518448531627655},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5174951553344727},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.43082213401794434},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14102879166603088},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.11662009358406067},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/allerton49937.2022.9929351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton49937.2022.9929351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4827893553","display_name":null,"funder_award_id":"1837680","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1984452440","https://openalex.org/W1997635994","https://openalex.org/W2057221431","https://openalex.org/W2145761514","https://openalex.org/W2749664490","https://openalex.org/W2891775698","https://openalex.org/W2962744362","https://openalex.org/W2970902197","https://openalex.org/W3098272941","https://openalex.org/W3122883832","https://openalex.org/W3137348113","https://openalex.org/W3203782659","https://openalex.org/W3212897443","https://openalex.org/W4288049983","https://openalex.org/W4289867950","https://openalex.org/W6782386300"],"related_works":["https://openalex.org/W3036238356","https://openalex.org/W2603387358","https://openalex.org/W2767445978","https://openalex.org/W2570892890","https://openalex.org/W3092831610","https://openalex.org/W4206057490","https://openalex.org/W962287279","https://openalex.org/W2013265284","https://openalex.org/W2751409584","https://openalex.org/W4391341667"],"abstract_inverted_index":{"Distribution":[0],"network":[1,38,110,149],"safety":[2,150],"should":[3],"not":[4],"be":[5,87],"compromised":[6],"when":[7],"distributed":[8,81,133],"energy":[9],"resources":[10],"(DERs)":[11],"provide":[12,119],"balancing":[13],"services":[14,121],"to":[15,30,68,75,86,101,118],"the":[16,36,41,44,55,64,69,77,90,99,116,141,145],"grid.":[17],"Often":[18],"DER":[19],"coordination":[20,33],"is":[21,28],"achieved":[22],"through":[23],"an":[24],"aggregator.":[25,45],"Thus,":[26],"it":[27],"necessary":[29],"develop":[31],"network-safe":[32,120],"schemes":[34],"between":[35],"distribution":[37],"operator":[39],"(i.e.,":[40],"utility)":[42],"and":[43,58,135,151],"In":[46],"this":[47],"work,":[48],"we":[49,93],"introduce":[50],"a":[51,60,73,95,103],"framework":[52],"in":[53],"which":[54,83],"utility":[56,100],"computes":[57],"sends":[59],"constraint":[61,104],"set":[62,105],"on":[63,109],"aggregators'":[65],"control":[66],"commands":[67],"DERs.":[70],"We":[71],"propose":[72,94],"policy":[74],"adjust":[76],"charging/discharging":[78],"power":[79],"of":[80,128,148],"batteries,":[82],"allows":[84,115],"them":[85],"incorporated":[88],"into":[89],"framework.":[91],"Also,":[92],"data-driven":[96],"approach":[97,114,143],"for":[98],"construct":[102],"with":[106,132],"probabilistic":[107],"guarantees":[108],"safety.":[111],"The":[112],"proposed":[113,142],"DERs":[117],"without":[122],"heavy":[123],"communication":[124],"requirements":[125],"or":[126],"invasion":[127],"privacy.":[129],"Numerical":[130],"simulations":[131],"batteries":[134],"thermostatically":[136],"controlled":[137],"loads":[138],"show":[139],"that":[140],"achieves":[144],"desired":[146],"level":[147],"outperforms":[152],"two":[153],"benchmark":[154],"algorithms.":[155]},"counts_by_year":[{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
