{"id":"https://openalex.org/W4399205993","doi":"https://doi.org/10.1109/lcsys.2024.3408039","title":"Uncertainty Set Learning for Adaptive Robust Economic Dispatch","display_name":"Uncertainty Set Learning for Adaptive Robust Economic Dispatch","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399205993","doi":"https://doi.org/10.1109/lcsys.2024.3408039"},"language":"en","primary_location":{"id":"doi:10.1109/lcsys.2024.3408039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2024.3408039","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"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 Control Systems Letters","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/A5101569335","display_name":"Nan Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nan Gu","raw_affiliation_strings":["Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China","Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, P.R. China"],"raw_orcid":"https://orcid.org/0000-0002-8621-6819","affiliations":[{"raw_affiliation_string":"Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, P.R. China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073001520","display_name":"Enming Yuan","orcid":"https://orcid.org/0000-0003-0755-9109"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enming Yuan","raw_affiliation_strings":["Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China","Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, P.R. China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014416228","display_name":"Chenye Wu","orcid":"https://orcid.org/0000-0002-5730-916X"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenye Wu","raw_affiliation_strings":["School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, Guangdong, China","School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, Guangdong, P.R. China"],"raw_orcid":"https://orcid.org/0000-0002-5730-916X","affiliations":[{"raw_affiliation_string":"School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, Guangdong, P.R. China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101569335"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.6009,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66166583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"1156","last_page":"1161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","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/T10424","display_name":"Electric Power System Optimization","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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9977999925613403,"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":0.9976999759674072,"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/robustness","display_name":"Robustness (evolution)","score":0.7754290103912354},{"id":"https://openalex.org/keywords/economic-dispatch","display_name":"Economic dispatch","score":0.6685811281204224},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.6462458968162537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6372581124305725},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6358351707458496},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.5673992037773132},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5132725238800049},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4984164237976074},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47630465030670166},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4635308086872101},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.41048234701156616},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.26910606026649475},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19352513551712036}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7754290103912354},{"id":"https://openalex.org/C187633118","wikidata":"https://www.wikidata.org/wiki/Q1317949","display_name":"Economic dispatch","level":4,"score":0.6685811281204224},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6462458968162537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6372581124305725},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6358351707458496},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.5673992037773132},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5132725238800049},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4984164237976074},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47630465030670166},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4635308086872101},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.41048234701156616},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.26910606026649475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19352513551712036},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcsys.2024.3408039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2024.3408039","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"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 Control Systems Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2216756129","display_name":null,"funder_award_id":"RCYX20221008092927070","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G531847113","display_name":null,"funder_award_id":"JCYJ20220530143800001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5989840735","display_name":null,"funder_award_id":"ZDSYS20220606100601002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6725302496","display_name":null,"funder_award_id":"72271213","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2000587848","https://openalex.org/W2009012905","https://openalex.org/W2031279008","https://openalex.org/W2059792929","https://openalex.org/W2067108585","https://openalex.org/W2068131226","https://openalex.org/W2086691266","https://openalex.org/W2118578357","https://openalex.org/W2147755528","https://openalex.org/W2159613153","https://openalex.org/W2167412190","https://openalex.org/W2168283238","https://openalex.org/W2280370171","https://openalex.org/W2798405286","https://openalex.org/W2800217168","https://openalex.org/W2913566234","https://openalex.org/W3017736765","https://openalex.org/W3047231720","https://openalex.org/W3116414663","https://openalex.org/W3196059367","https://openalex.org/W4297825594","https://openalex.org/W4405499864","https://openalex.org/W6696497002","https://openalex.org/W6767977373","https://openalex.org/W6849826837"],"related_works":["https://openalex.org/W1527081771","https://openalex.org/W3010864523","https://openalex.org/W2031918653","https://openalex.org/W2951731403","https://openalex.org/W292509278","https://openalex.org/W3095929388","https://openalex.org/W1528141314","https://openalex.org/W2799126388","https://openalex.org/W3216902187","https://openalex.org/W2905181627"],"abstract_inverted_index":{"In":[0],"robust":[1],"optimization":[2],"for":[3],"power":[4],"system":[5],"operations,":[6],"striking":[7],"a":[8,32,65,108,112],"balance":[9],"between":[10],"solution":[11],"robustness":[12],"and":[13,85,111],"performance":[14,84],"is":[15,101],"crucial.":[16],"Unlike":[17],"conventional":[18],"intervalbased":[19],"uncertainty":[20,51,78],"sets,":[21],"which":[22],"treat":[23],"random":[24],"variables":[25],"as":[26],"independent":[27],"entities,":[28],"our":[29],"approach":[30],"introduces":[31],"compact,":[33],"coupled":[34,50],"representation":[35],"of":[36,47,56,70,75,93,98],"these":[37],"variables.":[38],"We":[39],"establish":[40],"theoretical":[41],"benchmarks":[42],"to":[43],"assess":[44],"the":[45,54,57,73,76],"benefits":[46],"employing":[48],"this":[49,99],"set":[52],"in":[53,91],"context":[55],"economic":[58],"dispatch":[59],"problem.":[60,114],"Moreover,":[61],"we":[62],"have":[63],"devised":[64],"pioneering":[66],"data-driven":[67],"algorithm":[68,81,100],"capable":[69],"autonomously":[71],"learning":[72],"shape":[74],"parametric":[77],"set.":[79],"This":[80],"concurrently":[82],"optimizes":[83],"furnishes":[86],"solutions":[87],"with":[88],"statistical":[89],"guarantees":[90],"terms":[92],"generalization":[94],"capabilities.":[95],"The":[96],"effectiveness":[97],"validated":[102],"through":[103],"case":[104],"studies":[105],"on":[106],"both":[107],"synthetic":[109],"dataset":[110],"realworld":[113]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
