{"id":"https://openalex.org/W3212205618","doi":"https://doi.org/10.1109/tsg.2021.3127922","title":"Optimal Operation of Power Systems With Energy Storage Under Uncertainty: A Scenario-Based Method With Strategic Sampling","display_name":"Optimal Operation of Power Systems With Energy Storage Under Uncertainty: A Scenario-Based Method With Strategic Sampling","publication_year":2021,"publication_date":"2021-11-15","ids":{"openalex":"https://openalex.org/W3212205618","doi":"https://doi.org/10.1109/tsg.2021.3127922","mag":"3212205618"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2021.3127922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2021.3127922","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Transactions on Smart Grid","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/A5029568873","display_name":"Ren Hu","orcid":"https://orcid.org/0000-0001-9705-6841"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ren Hu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA","[Department of Electrical and Com-puter Engineering, University of Central Florida, Orlando, FL 32816 USA.]"],"raw_orcid":"https://orcid.org/0000-0001-9705-6841","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"[Department of Electrical and Com-puter Engineering, University of Central Florida, Orlando, FL 32816 USA.]","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101794761","display_name":"Qifeng Li","orcid":"https://orcid.org/0000-0001-9754-0801"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qifeng Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA","[Department of Electrical and Com-puter Engineering, University of Central Florida, Orlando, FL 32816 USA. (e-mail: qifeng.li@ucf.edu)]"],"raw_orcid":"https://orcid.org/0000-0001-9754-0801","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"[Department of Electrical and Com-puter Engineering, University of Central Florida, Orlando, FL 32816 USA. (e-mail: qifeng.li@ucf.edu)]","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":0.894,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.7173913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"13","issue":"2","first_page":"1249","last_page":"1260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":1.0,"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":1.0,"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":0.9998000264167786,"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":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7623889446258545},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5314753651618958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5015630722045898},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.47269466519355774},{"id":"https://openalex.org/keywords/ac-power","display_name":"AC power","score":0.45542922616004944},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.44681409001350403},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.43203017115592957},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.42976707220077515},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4211307466030121},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4206242263317108},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27342602610588074},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.20556101202964783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07857665419578552}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7623889446258545},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5314753651618958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5015630722045898},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.47269466519355774},{"id":"https://openalex.org/C108755667","wikidata":"https://www.wikidata.org/wiki/Q1930258","display_name":"AC power","level":3,"score":0.45542922616004944},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.44681409001350403},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.43203017115592957},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.42976707220077515},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4211307466030121},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4206242263317108},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27342602610588074},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.20556101202964783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07857665419578552},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","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/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2021.3127922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2021.3127922","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Transactions on Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[{"id":"https://openalex.org/G6558890327","display_name":"Temporal-Spatial Control of Electric-Driven Water Facilities for Renewable Energy Management under Combinatorial Operation Modes of Contingency Response and Nexus","funder_award_id":"2124849","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":59,"referenced_works":["https://openalex.org/W1499925099","https://openalex.org/W1763243278","https://openalex.org/W1976466849","https://openalex.org/W1977777127","https://openalex.org/W1980538774","https://openalex.org/W1986293382","https://openalex.org/W1997135619","https://openalex.org/W2000587848","https://openalex.org/W2025064394","https://openalex.org/W2039716701","https://openalex.org/W2062343321","https://openalex.org/W2067584824","https://openalex.org/W2074628584","https://openalex.org/W2086664392","https://openalex.org/W2099506495","https://openalex.org/W2100929550","https://openalex.org/W2101786389","https://openalex.org/W2106424475","https://openalex.org/W2112198937","https://openalex.org/W2117781171","https://openalex.org/W2125107769","https://openalex.org/W2132833284","https://openalex.org/W2133919892","https://openalex.org/W2145473366","https://openalex.org/W2170540951","https://openalex.org/W2231928583","https://openalex.org/W2336623901","https://openalex.org/W2344986389","https://openalex.org/W2345649991","https://openalex.org/W2481731143","https://openalex.org/W2530360123","https://openalex.org/W2580161841","https://openalex.org/W2607181857","https://openalex.org/W2612281180","https://openalex.org/W2768852899","https://openalex.org/W2769996359","https://openalex.org/W2896710966","https://openalex.org/W2917339392","https://openalex.org/W2926425062","https://openalex.org/W2962984564","https://openalex.org/W2963425839","https://openalex.org/W3005494819","https://openalex.org/W3008516500","https://openalex.org/W3029519401","https://openalex.org/W3033948622","https://openalex.org/W3036119865","https://openalex.org/W3099705743","https://openalex.org/W3106348863","https://openalex.org/W3111201484","https://openalex.org/W3116208395","https://openalex.org/W3126346595","https://openalex.org/W4210643453","https://openalex.org/W4286494325","https://openalex.org/W4320909253","https://openalex.org/W4321150118","https://openalex.org/W6639352576","https://openalex.org/W6746914093","https://openalex.org/W6795382728","https://openalex.org/W6800315572"],"related_works":["https://openalex.org/W2756132392","https://openalex.org/W4285101096","https://openalex.org/W4382725876","https://openalex.org/W2084892497","https://openalex.org/W2115614142","https://openalex.org/W4320477335","https://openalex.org/W1561889708","https://openalex.org/W2275184629","https://openalex.org/W4400379223","https://openalex.org/W2138044000"],"abstract_inverted_index":{"The":[0,78,147],"multi-period":[1,24],"dynamics":[2],"of":[3,17,100,121,141,166,182,189],"energy":[4,44],"storage":[5,45],"(ES),":[6],"intermittent":[7],"renewable":[8],"generation":[9],"and":[10,46,112,123,191],"uncontrollable":[11],"power":[12,18,48,92,183,194],"loads,":[13],"make":[14],"the":[15,32,39,42,53,89,118,126,129,138,157,163,167,172,178],"optimization":[16,34,56],"system":[19],"operation":[20],"(PSO)":[21],"challenging.":[22],"A":[23],"optimal":[25,174],"PSO":[26,175],"under":[27],"uncertainty":[28],"is":[29,81,133],"formulated":[30],"using":[31],"chance-constrained":[33,173],"(CCO)":[35],"modeling":[36],"paradigm,":[37],"where":[38],"constraints":[40,94],"include":[41],"nonlinear":[43,190],"AC":[47,91,193],"flow":[49,93,184],"models.":[50],"Based":[51],"on":[52,62,106,150],"emerging":[54],"scenario":[55],"method":[57,72,80,132],"which":[58],"does":[59],"not":[60],"rely":[61],"pre-known":[63],"probability":[64],"distribution,":[65],"this":[66,74],"paper":[67],"develops":[68],"a":[69,98,107],"novel":[70],"solution":[71],"for":[73,84,170],"challenging":[75],"CCO":[76],"problem.":[77],"proposed":[79,158],"computationally":[82],"effective":[83],"mainly":[85],"two":[86],"reasons.":[87],"First,":[88],"original":[90],"are":[95],"approximated":[96],"by":[97,125,143],"set":[99],"learning-assisted":[101],"quadratic":[102],"convex":[103,180],"inequalities":[104],"based":[105],"generalized":[108],"least":[109],"absolute":[110],"shrinkage":[111],"selection":[113],"operator":[114],"(LASSSO).":[115],"Second,":[116],"considering":[117],"physical":[119],"patterns":[120],"data":[122],"driven":[124],"learning-based":[127],"sampling,":[128],"strategic":[130,159],"sampling":[131,145,160],"developed":[134],"to":[135],"significantly":[136,161],"reduce":[137],"required":[139],"number":[140],"scenarios":[142],"different":[144],"strategies.":[146],"simulation":[148],"results":[149],"IEEE":[151],"standard":[152],"systems":[153],"indicate":[154],"that":[155],"1)":[156],"improves":[162],"computational":[164],"efficiency":[165],"scenario-based":[168],"approach":[169],"solving":[171],"problem,":[176],"2)":[177],"data-driven":[179],"approximation":[181],"can":[185],"be":[186],"promising":[187],"alternatives":[188],"nonconvex":[192],"flow.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}