{"id":"https://openalex.org/W2060575234","doi":"https://doi.org/10.1109/acc.2012.6315239","title":"Risk limiting dispatch of wind power","display_name":"Risk limiting dispatch of wind power","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2060575234","doi":"https://doi.org/10.1109/acc.2012.6315239","mag":"2060575234"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2012.6315239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2012.6315239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 American Control Conference (ACC)","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/A5028892842","display_name":"Ram Rajagopal","orcid":"https://orcid.org/0000-0002-4961-9539"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Rajagopal","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Stanford, Stanford, CA, USA","Dept. of Civil and Environmental Engineering, Stanford Univ., Stanford, CA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Stanford, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Dept. of Civil and Environmental Engineering, Stanford Univ., Stanford, CA#TAB#","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071680590","display_name":"Eilyan Bitar","orcid":"https://orcid.org/0000-0002-5659-5969"},"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":"E. Bitar","raw_affiliation_strings":["Department of Mechanical Engineering, University of California, Berkeley, CA, USA","Department of Mechanical Engineering University of California Berkeley, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Mechanical Engineering University of California Berkeley, CA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109370875","display_name":"FF Wu","orcid":null},"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":"F. Wu","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA","Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA","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":"P. Varaiya","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA","Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2459,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.96799266,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4417","last_page":"4422"},"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":0.9965000152587891,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9933000206947327,"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/wind-power","display_name":"Wind power","score":0.7109628915786743},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.6668392419815063},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6515334844589233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6010759472846985},{"id":"https://openalex.org/keywords/economic-dispatch","display_name":"Economic dispatch","score":0.5939653515815735},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.5148436427116394},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5100329518318176},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.507225751876831},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5045062303543091},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.46327945590019226},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4399339258670807},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.43505072593688965},{"id":"https://openalex.org/keywords/automatic-generation-control","display_name":"Automatic Generation Control","score":0.4309610426425934},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42880162596702576},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.412311315536499},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41146695613861084},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20918762683868408},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13591653108596802},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09328743815422058},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09001371264457703}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.7109628915786743},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.6668392419815063},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6515334844589233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6010759472846985},{"id":"https://openalex.org/C187633118","wikidata":"https://www.wikidata.org/wiki/Q1317949","display_name":"Economic dispatch","level":4,"score":0.5939653515815735},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.5148436427116394},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5100329518318176},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.507225751876831},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5045062303543091},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.46327945590019226},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4399339258670807},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.43505072593688965},{"id":"https://openalex.org/C2778763806","wikidata":"https://www.wikidata.org/wiki/Q4826572","display_name":"Automatic Generation Control","level":4,"score":0.4309610426425934},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42880162596702576},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.412311315536499},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41146695613861084},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20918762683868408},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13591653108596802},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09328743815422058},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09001371264457703},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2012.6315239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2012.6315239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1500830716","https://openalex.org/W1535136082","https://openalex.org/W1568002199","https://openalex.org/W1568614783","https://openalex.org/W2057428502","https://openalex.org/W2098854737","https://openalex.org/W2102300883","https://openalex.org/W2102450840","https://openalex.org/W2109669144","https://openalex.org/W2116224582","https://openalex.org/W2118788550","https://openalex.org/W2135131968","https://openalex.org/W2153520025","https://openalex.org/W3121292877"],"related_works":["https://openalex.org/W3036238356","https://openalex.org/W2767445978","https://openalex.org/W2603387358","https://openalex.org/W4385695288","https://openalex.org/W2794024786","https://openalex.org/W2555805537","https://openalex.org/W3136875321","https://openalex.org/W3188366869","https://openalex.org/W3082258199","https://openalex.org/W4200208654"],"abstract_inverted_index":{"Integrating":[0],"wind":[1],"and":[2,59,73,82,102],"solar":[3],"power":[4],"into":[5],"the":[6,18,52,80,92,98,103,109,114],"grid":[7],"requires":[8],"dispatching":[9],"various":[10],"types":[11],"of":[12,20,94,105],"reserve":[13],"generation":[14],"to":[15,54,61],"compensate":[16],"for":[17],"randomness":[19],"renewable":[21],"power.":[22,45],"The":[23,46],"dispatch":[24,48,116],"is":[25,49,112],"usually":[26],"determined":[27],"by":[28,40],"a":[29,55,63],"system":[30],"operator":[31],"(SO)":[32],"or":[33],"an":[34],"aggregator":[35],"who":[36],"`firms'":[37],"variable":[38],"energy":[39],"bundling":[41],"it":[42],"with":[43],"conventional":[44],"optimal":[47,115],"formulated":[50],"as":[51],"solution":[53],"stochastic":[56],"control":[57],"problem":[58],"shown":[60],"have":[62],"closed":[64],"form":[65],"that":[66],"can":[67,76,84,90,118],"be":[68,77,85,119],"quickly":[69],"computed.":[70],"Different":[71],"objectives":[72],"risk":[74],"constraints":[75],"included":[78],"in":[79],"formulation":[81],"trade-offs":[83],"evaluated.":[86],"In":[87],"particular":[88],"one":[89],"quantify":[91],"influence":[93],"sequential":[95],"forecasts":[96],"on":[97],"total":[99],"integration":[100],"cost":[101],"choice":[104],"dispatched":[106],"generation.":[107],"When":[108],"forecast":[110],"error":[111],"Gaussian,":[113],"policy":[117],"precomputed.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
