{"id":"https://openalex.org/W2089580348","doi":"https://doi.org/10.1145/2553084","title":"Two-stage stochastic optimization for optimal power flow under renewable generation uncertainty","display_name":"Two-stage stochastic optimization for optimal power flow under renewable generation uncertainty","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2089580348","doi":"https://doi.org/10.1145/2553084","mag":"2089580348"},"language":"en","primary_location":{"id":"doi:10.1145/2553084","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2553084","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","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/A5036688203","display_name":"Dzung T. Phan","orcid":"https://orcid.org/0000-0003-1579-7035"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dzung Phan","raw_affiliation_strings":["IBM T.J. Watson Research Center, Yorktown Heights, New York","[IBM T.J. Watson Research Center, Yorktown Heights, New York]"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Yorktown Heights, New York","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"[IBM T.J. Watson Research Center, Yorktown Heights, New York]","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025334598","display_name":"Soumyadip Ghosh","orcid":"https://orcid.org/0000-0001-6673-2675"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]},{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soumyadip Ghosh","raw_affiliation_strings":["IBM T.J. Watson Research Center, Yorktown Heights, New York","[IBM T.J. Watson Research Center, Yorktown Heights, New York]"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Yorktown Heights, New York","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"[IBM T.J. Watson Research Center, Yorktown Heights, New York]","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036688203"],"corresponding_institution_ids":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"],"apc_list":null,"apc_paid":null,"fwci":2.3404,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.89930646,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"24","issue":"1","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.9994999766349792,"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":0.9994999766349792,"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/T10424","display_name":"Electric Power System Optimization","score":0.9991999864578247,"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":0.9961000084877014,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7816501259803772},{"id":"https://openalex.org/keywords/economic-dispatch","display_name":"Economic dispatch","score":0.6297719478607178},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.6161004304885864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.495947927236557},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.49278524518013},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.475685715675354},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.4431120753288269},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4171863794326782},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.38530802726745605},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3613477945327759},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.2637014389038086}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7816501259803772},{"id":"https://openalex.org/C187633118","wikidata":"https://www.wikidata.org/wiki/Q1317949","display_name":"Economic dispatch","level":4,"score":0.6297719478607178},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.6161004304885864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.495947927236557},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.49278524518013},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.475685715675354},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.4431120753288269},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4171863794326782},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.38530802726745605},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3613477945327759},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.2637014389038086},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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:10.1145/2553084","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2553084","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8199999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W143500288","https://openalex.org/W196490733","https://openalex.org/W349704142","https://openalex.org/W424021616","https://openalex.org/W582794507","https://openalex.org/W583294654","https://openalex.org/W1521492382","https://openalex.org/W1541527977","https://openalex.org/W1571403844","https://openalex.org/W1920855638","https://openalex.org/W1978333359","https://openalex.org/W1997561118","https://openalex.org/W1998454842","https://openalex.org/W2004407575","https://openalex.org/W2012967685","https://openalex.org/W2029856501","https://openalex.org/W2036076548","https://openalex.org/W2045079045","https://openalex.org/W2048670190","https://openalex.org/W2054441889","https://openalex.org/W2057338659","https://openalex.org/W2057624533","https://openalex.org/W2058532290","https://openalex.org/W2061962896","https://openalex.org/W2071334094","https://openalex.org/W2076853436","https://openalex.org/W2100705753","https://openalex.org/W2106424475","https://openalex.org/W2110528197","https://openalex.org/W2137786059","https://openalex.org/W2141380252","https://openalex.org/W2149185571","https://openalex.org/W2154890268","https://openalex.org/W2159443831","https://openalex.org/W2164278908","https://openalex.org/W2165680375","https://openalex.org/W2165700398","https://openalex.org/W2169609419","https://openalex.org/W2170213261","https://openalex.org/W2189069795","https://openalex.org/W2212294648","https://openalex.org/W2244987555","https://openalex.org/W2296319761","https://openalex.org/W2537784513","https://openalex.org/W4250589301","https://openalex.org/W4285719527","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W2377757044","https://openalex.org/W3160952126","https://openalex.org/W2320103255","https://openalex.org/W798918733","https://openalex.org/W4213167601","https://openalex.org/W2560830881","https://openalex.org/W2101287851","https://openalex.org/W163279402","https://openalex.org/W2403168774","https://openalex.org/W2281909915"],"abstract_inverted_index":{"We":[0,85,105,119,162],"propose":[1,106],"a":[2,17,87,99,147,152,187],"two-stage":[3,158],"stochastic":[4],"version":[5],"of":[6,91,102,139,181,189,201],"the":[7,38,46,50,66,96,126,137,157,172,177,197],"classical":[8,127],"economic":[9],"dispatch":[10],"problem":[11,129,174],"with":[12],"alternating-current":[13],"power":[14,25,76],"flow":[15],"constraints,":[16],"nonconvex":[18,114,159],"optimization":[19,168],"formulation":[20,93],"that":[21,78,132,150],"is":[22,60,151],"central":[23],"to":[24,53,111,116,130,156,170,195],"transmission":[26],"and":[27,199],"distribution":[28],"over":[29,204],"an":[30,165],"electricity":[31],"grid.":[32],"Certain":[33],"generation":[34,59],"decisions":[35],"made":[36],"in":[37,45,65,82],"first":[39],"stage":[40,68],"cannot":[41],"further":[42],"be":[43,70,80],"changed":[44],"second":[47,67],"stage,":[48],"where":[49],"uncertainty":[51,97],"due":[52],"various":[54],"factors":[55],"such":[56],"as":[57],"renewable":[58],"realized.":[61],"Any":[62],"supply-demand":[63],"mismatch":[64],"must":[69],"alleviated":[71],"using":[72,98],"high":[73],"marginal":[74],"cost":[75],"sources":[77],"can":[79],"tapped":[81],"short":[83],"order.":[84],"solve":[86,112],"Sample-Average":[88],"Approximation":[89],"(SAA)":[90],"this":[92,113],"by":[94],"capturing":[95],"finite":[100],"number":[101],"scenario":[103],"samples.":[104],"two":[107],"outer":[108],"approximation":[109],"algorithms":[110],"program":[115],"global":[117],"optimality.":[118],"use":[120],"recently":[121],"discovered":[122],"structural":[123],"properties":[124,135],"for":[125,186,206],"deterministic":[128],"show":[131],"when":[133],"these":[134],"hold":[136],"sequence":[138],"approximate":[140],"solutions":[141],"obtained":[142],"under":[143],"both":[144],"alternatives":[145],"has":[146],"limit":[148],"point":[149],"globally":[153],"optimal":[154],"solution":[155],"SAA":[160,173],"program.":[161],"also":[163],"present":[164],"alternate":[166],"local":[167],"approach":[169],"solving":[171],"based":[175],"on":[176],"Alternating":[178],"Direction":[179],"Method":[180],"Multipliers":[182],"(ADMM).":[183],"Numerical":[184],"experiments":[185],"variety":[188],"parameter":[190],"settings":[191],"were":[192],"carried":[193],"out":[194],"demonstrate":[196],"efficiency":[198],"usability":[200],"our":[202],"method":[203],"ADMM":[205],"large":[207],"practical":[208],"instances.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}