{"id":"https://openalex.org/W2913635069","doi":"https://doi.org/10.1109/cdc.2018.8618917","title":"Direct Data-Driven Methods for Risk Limiting Dispatch","display_name":"Direct Data-Driven Methods for Risk Limiting Dispatch","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2913635069","doi":"https://doi.org/10.1109/cdc.2018.8618917","mag":"2913635069"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2018.8618917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2018.8618917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 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/A5056467622","display_name":"Junjie Qin","orcid":"https://orcid.org/0000-0002-9597-1138"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Junjie Qin","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of California at Berkeley"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California at Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023927229","display_name":"Kameshwar Poolla","orcid":"https://orcid.org/0000-0001-6098-3537"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kameshwar Poolla","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of California at Berkeley"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California at Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040150415","display_name":"Pravin Varaiya","orcid":"https://orcid.org/0000-0002-1900-9932"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pravin Varaiya","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of California at Berkeley"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California at Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056467622"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.16707778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3994","last_page":"4001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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":0.9997000098228455,"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/generalization","display_name":"Generalization","score":0.7674465179443359},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.675865113735199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.658401608467102},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5631898045539856},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5465242862701416},{"id":"https://openalex.org/keywords/economic-dispatch","display_name":"Economic dispatch","score":0.5264920592308044},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.41364532709121704},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.356849730014801},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32930389046669006},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.1935913860797882},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15283533930778503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14564749598503113}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7674465179443359},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.675865113735199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.658401608467102},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5631898045539856},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5465242862701416},{"id":"https://openalex.org/C187633118","wikidata":"https://www.wikidata.org/wiki/Q1317949","display_name":"Economic dispatch","level":4,"score":0.5264920592308044},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.41364532709121704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.356849730014801},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32930389046669006},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.1935913860797882},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15283533930778503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14564749598503113},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc.2018.8618917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2018.8618917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Decision and Control (CDC)","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":30,"referenced_works":["https://openalex.org/W1977438913","https://openalex.org/W1982232435","https://openalex.org/W1983916623","https://openalex.org/W1992769584","https://openalex.org/W2003443331","https://openalex.org/W2020416411","https://openalex.org/W2059792929","https://openalex.org/W2060606400","https://openalex.org/W2066178851","https://openalex.org/W2067019903","https://openalex.org/W2082851052","https://openalex.org/W2093280758","https://openalex.org/W2111118312","https://openalex.org/W2121275441","https://openalex.org/W2124640139","https://openalex.org/W2156909104","https://openalex.org/W2160354932","https://openalex.org/W2166116275","https://openalex.org/W2168029744","https://openalex.org/W2275088575","https://openalex.org/W2327815125","https://openalex.org/W2579923771","https://openalex.org/W2963446085","https://openalex.org/W2963973173","https://openalex.org/W3101749733","https://openalex.org/W4239944110","https://openalex.org/W6645792541","https://openalex.org/W6683823733","https://openalex.org/W6713348437","https://openalex.org/W6732517885"],"related_works":["https://openalex.org/W1527081771","https://openalex.org/W3010864523","https://openalex.org/W3095929388","https://openalex.org/W2951731403","https://openalex.org/W2031918653","https://openalex.org/W292509278","https://openalex.org/W1528141314","https://openalex.org/W2799126388","https://openalex.org/W3216902187","https://openalex.org/W2905181627"],"abstract_inverted_index":{"In":[0,21,45],"the":[1,8,17,64,88,98,110],"classical":[2],"risk":[3],"limiting":[4],"dispatch":[5],"(RLD)":[6],"formulation,":[7],"system":[9],"operator":[10],"dispatches":[11],"generators":[12],"relying":[13],"on":[14,69],"information":[15,24,38],"about":[16],"distribution":[18],"of":[19,49,87],"demand.":[20],"practice,":[22],"such":[23,41],"is":[25,31],"not":[26],"readily":[27],"available":[28],"and":[29,36,54,83,93],"therefore":[30],"estimated":[32],"using":[33,50],"historical":[34,70],"demand":[35],"auxiliary":[37],"(or":[39],"features)":[40],"as":[42],"weather":[43],"forecasts.":[44],"this":[46],"paper,":[47],"instead":[48],"a":[51,105],"separated":[52],"estimation":[53],"optimization":[55],"procedure,":[56],"we":[57,78],"propose":[58],"learning":[59,76],"methods":[60],"that":[61],"directly":[62],"compute":[63],"RLD":[65],"decision":[66],"rule":[67],"based":[68],"data.":[71],"Using":[72],"tools":[73],"from":[74],"statistical":[75],"theory,":[77],"then":[79,102],"develop":[80],"generalization":[81],"bounds":[82],"sample":[84],"complexity":[85],"results":[86],"proposed":[89],"methods.":[90],"These":[91],"algorithms":[92],"performance":[94],"guarantees,":[95],"developed":[96],"for":[97,109],"single-bus":[99],"network,":[100],"are":[101],"extended":[103],"to":[104],"general":[106],"network":[107],"setting":[108],"uniform":[111],"reserve":[112],"case.":[113]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
