{"id":"https://openalex.org/W3117709691","doi":"https://doi.org/10.1109/tcst.2021.3056751","title":"Distributed Demand Side Management With Stochastic Wind Power Forecasting","display_name":"Distributed Demand Side Management With Stochastic Wind Power Forecasting","publication_year":2021,"publication_date":"2021-02-15","ids":{"openalex":"https://openalex.org/W3117709691","doi":"https://doi.org/10.1109/tcst.2021.3056751","mag":"3117709691"},"language":"en","primary_location":{"id":"doi:10.1109/tcst.2021.3056751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2021.3056751","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"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 Control Systems Technology","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/A5036417690","display_name":"Paolo Scarabaggio","orcid":"https://orcid.org/0000-0002-4009-3534"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Scarabaggio","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4009-3534","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006692330","display_name":"Sergio Grammatico","orcid":"https://orcid.org/0000-0002-6021-2350"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sergio Grammatico","raw_affiliation_strings":["Delft Center for Systems and Control, TU Delft, Delft, CD, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-6021-2350","affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, TU Delft, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038870263","display_name":"Raffaele Carli","orcid":"https://orcid.org/0000-0001-9184-6017"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Raffaele Carli","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9184-6017","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013936778","display_name":"Mariagrazia Dotoli","orcid":"https://orcid.org/0000-0003-1459-3452"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mariagrazia Dotoli","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1459-3452","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.0479,"has_fulltext":false,"cited_by_count":105,"citation_normalized_percentile":{"value":0.98591265,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"30","issue":"1","first_page":"97","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","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/T10603","display_name":"Smart Grid Energy Management","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/T10424","display_name":"Electric Power System Optimization","score":0.9979000091552734,"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":0.9969000220298767,"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":0.6499538421630859},{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"Wind power forecasting","score":0.6451371908187866},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6342101693153381},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268072724342346},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5800163745880127},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5474002957344055},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4825403094291687},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.48221099376678467},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.46545344591140747},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.46516847610473633},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.4633292555809021},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.4616621136665344},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.4523514211177826},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41222602128982544},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3718157708644867},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3391668200492859},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1548798680305481},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11802613735198975}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6499538421630859},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.6451371908187866},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6342101693153381},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268072724342346},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5800163745880127},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5474002957344055},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4825403094291687},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.48221099376678467},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.46545344591140747},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.46516847610473633},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.4633292555809021},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.4616621136665344},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.4523514211177826},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41222602128982544},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3718157708644867},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3391668200492859},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1548798680305481},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11802613735198975},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical 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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcst.2021.3056751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2021.3056751","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"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 Control Systems Technology","raw_type":"journal-article"},{"id":"pmh:oai:tudelft.nl:uuid:93e094ca-0bf7-4fe3-b4fa-fa3831dd4006","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:93e094ca-0bf7-4fe3-b4fa-fa3831dd4006","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","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/G1608658613","display_name":"Enabling peer-to-peer energy trading by leveraging prosumer analytics","funder_award_id":"647.003.003","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G171551277","display_name":null,"funder_award_id":"802348","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G4943931302","display_name":null,"funder_award_id":"P2P-TALES","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G5457097406","display_name":null,"funder_award_id":"613.001.702","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G8620738847","display_name":"Game theoretic Control for Complex Systems of Systems","funder_award_id":"802348","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W71303711","https://openalex.org/W1550591703","https://openalex.org/W1572260404","https://openalex.org/W1644884060","https://openalex.org/W1832379062","https://openalex.org/W1835720201","https://openalex.org/W1975833767","https://openalex.org/W1988274208","https://openalex.org/W1990180296","https://openalex.org/W1998454842","https://openalex.org/W2006586426","https://openalex.org/W2020294950","https://openalex.org/W2037228921","https://openalex.org/W2044930277","https://openalex.org/W2053787422","https://openalex.org/W2068060907","https://openalex.org/W2068605444","https://openalex.org/W2073244607","https://openalex.org/W2092368362","https://openalex.org/W2103965104","https://openalex.org/W2207925239","https://openalex.org/W2282472744","https://openalex.org/W2285287097","https://openalex.org/W2510967330","https://openalex.org/W2602234186","https://openalex.org/W2614482309","https://openalex.org/W2729513336","https://openalex.org/W2745847224","https://openalex.org/W2890147167","https://openalex.org/W2893553143","https://openalex.org/W2894052135","https://openalex.org/W2944804430","https://openalex.org/W2955139788","https://openalex.org/W2963053414","https://openalex.org/W2968155014","https://openalex.org/W3098850603","https://openalex.org/W6696091545"],"related_works":["https://openalex.org/W4254717236","https://openalex.org/W2377757044","https://openalex.org/W3160952126","https://openalex.org/W2320103255","https://openalex.org/W798918733","https://openalex.org/W4213167601","https://openalex.org/W2101287851","https://openalex.org/W163279402","https://openalex.org/W2403168774","https://openalex.org/W2119531745"],"abstract_inverted_index":{"In":[0,125],"this":[1,82,99],"article,":[2],"we":[3,129],"propose":[4],"a":[5,36,42,59,75,112,121,142,165,179],"distributed":[6],"demand-side":[7],"management":[8],"(DSM)":[9],"approach":[10,87],"for":[11,115,147],"smart":[12,23],"grids":[13],"taking":[14],"into":[15,170],"account":[16,171],"uncertainty":[17,92],"in":[18,41,50,81,93],"wind":[19,55,94,149,159],"power":[20,56,95],"forecasting.":[21],"The":[22,78],"grid":[24,71],"model":[25],"comprehends":[26],"traditional":[27],"users":[28,33],"as":[29,31,74],"well":[30],"active":[32],"(prosumers).":[34],"Through":[35],"rolling-horizon":[37],"approach,":[38],"prosumers":[39],"participate":[40],"DSM":[43],"program,":[44],"aiming":[45],"at":[46],"minimizing":[47],"their":[48],"cost":[49],"the":[51,91,107,116,126,131,148,154,172,185,195],"presence":[52],"of":[53],"uncertain":[54],"generation":[57],"by":[58,105,119,156,163],"game":[60],"theory":[61],"approach.":[62,199],"We":[63,97,152],"assume":[64],"that":[65,168,184],"each":[66],"user":[67],"selfishly":[68],"formulates":[69],"its":[70],"optimization":[72],"problem":[73,117],"noncooperative":[76],"game.":[77],"core":[79],"challenge":[80],"article":[83],"is":[84],"defining":[85],"an":[86],"to":[88,110,194],"cope":[89],"with":[90],"availability.":[96],"tackle":[98],"issue":[100],"from":[101],"two":[102],"different":[103],"sides:":[104],"employing":[106,164],"expected":[108,197],"value":[109,198],"define":[111],"deterministic":[113],"counterpart":[114],"and":[118,162],"adopting":[120],"stochastic":[122,187],"approximated":[123],"framework.":[124],"latter":[127],"case,":[128],"employ":[130],"sample":[132],"average":[133],"approximation":[134],"(SAA)":[135],"technique,":[136],"whose":[137],"results":[138],"are":[139],"based":[140],"on":[141,178],"probability":[143],"density":[144],"function":[145],"(PDF)":[146],"speed":[150,160],"forecasts.":[151],"improve":[153],"PDF":[155],"using":[157],"historical":[158],"data,":[161],"control":[166],"index":[167],"takes":[169],"weather":[173],"condition":[174],"stability.":[175],"Numerical":[176],"simulations":[177],"real":[180],"data":[181],"set":[182],"show":[183],"proposed":[186],"strategy":[188],"generates":[189],"lower":[190],"individual":[191],"costs":[192],"compared":[193],"standard":[196]},"counts_by_year":[{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":34}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
