{"id":"https://openalex.org/W7131628411","doi":"https://doi.org/10.1109/access.2026.3668594","title":"Handling Consumer Uncertainty in Energy Reduction Bid Execution in the Spot Local Flexibility Market","display_name":"Handling Consumer Uncertainty in Energy Reduction Bid Execution in the Spot Local Flexibility Market","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7131628411","doi":"https://doi.org/10.1109/access.2026.3668594"},"language":null,"primary_location":{"id":"doi:10.1109/access.2026.3668594","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3668594","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2026.3668594","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077892932","display_name":"Sameer Sabir","orcid":"https://orcid.org/0000-0001-8685-3570"},"institutions":[{"id":"https://openalex.org/I4210107081","display_name":"Xenobe Research Institute","ror":"https://ror.org/01pb5g963","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210107081"]},{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Sameer Sabir","raw_affiliation_strings":["D&#x00E9;partement de g&#x00E9;nie &#x00E9;lectrique et de g&#x00E9;nie informatique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-8685-3570","affiliations":[{"raw_affiliation_string":"D&#x00E9;partement de g&#x00E9;nie &#x00E9;lectrique et de g&#x00E9;nie informatique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada","institution_ids":["https://openalex.org/I4210107081","https://openalex.org/I63341726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032893120","display_name":"Nilson Henao","orcid":"https://orcid.org/0000-0002-1286-2869"},"institutions":[{"id":"https://openalex.org/I4210107081","display_name":"Xenobe Research Institute","ror":"https://ror.org/01pb5g963","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210107081"]},{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Nilson Henao","raw_affiliation_strings":["D&#x00E9;partement de g&#x00E9;nie &#x00E9;lectrique et de g&#x00E9;nie informatique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1286-2869","affiliations":[{"raw_affiliation_string":"D&#x00E9;partement de g&#x00E9;nie &#x00E9;lectrique et de g&#x00E9;nie informatique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada","institution_ids":["https://openalex.org/I4210107081","https://openalex.org/I63341726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043426685","display_name":"Sousso K\u00e9louwani","orcid":"https://orcid.org/0000-0002-1163-9147"},"institutions":[{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]},{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA","DE"],"is_corresponding":false,"raw_author_name":"Sousso Kelouwani","raw_affiliation_strings":["D&#x00E9;partement de g&#x00E9;nie m&#x00E9;canique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1163-9147","affiliations":[{"raw_affiliation_string":"D&#x00E9;partement de g&#x00E9;nie m&#x00E9;canique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada","institution_ids":["https://openalex.org/I2799978770","https://openalex.org/I63341726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126903962","display_name":"Kodjo Agbossou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107081","display_name":"Xenobe Research Institute","ror":"https://ror.org/01pb5g963","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210107081"]},{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Kodjo Agbossou","raw_affiliation_strings":["D&#x00E9;partement de g&#x00E9;nie &#x00E9;lectrique et de g&#x00E9;nie informatique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1441-424X","affiliations":[{"raw_affiliation_string":"D&#x00E9;partement de g&#x00E9;nie &#x00E9;lectrique et de g&#x00E9;nie informatique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada","institution_ids":["https://openalex.org/I4210107081","https://openalex.org/I63341726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069925575","display_name":"Micha\u00ebl Fournier","orcid":"https://orcid.org/0000-0002-0701-366X"},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Micha\u00ebl Fournier","raw_affiliation_strings":["Hydro-Qu&#x00E9;bec, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-0701-366X","affiliations":[{"raw_affiliation_string":"Hydro-Qu&#x00E9;bec, Montreal, QC, Canada","institution_ids":["https://openalex.org/I47099075"]}]},{"author_position":"last","author":{"id":null,"display_name":"David Toquica","orcid":"https://orcid.org/0000-0002-1482-3636"},"institutions":[{"id":"https://openalex.org/I4210107081","display_name":"Xenobe Research Institute","ror":"https://ror.org/01pb5g963","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210107081"]},{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"David Toquica","raw_affiliation_strings":["D&#x00E9;partement de g&#x00E9;nie &#x00E9;lectrique et de g&#x00E9;nie informatique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1482-3636","affiliations":[{"raw_affiliation_string":"D&#x00E9;partement de g&#x00E9;nie &#x00E9;lectrique et de g&#x00E9;nie informatique, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (UQTR), Trois-Rivi&#x00E8;res, QC, Canada","institution_ids":["https://openalex.org/I4210107081","https://openalex.org/I63341726"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14691768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"31774","last_page":"31789"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.28850001096725464,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.28850001096725464,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.2808000147342682,"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":0.06019999831914902,"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/flexibility","display_name":"Flexibility (engineering)","score":0.8407999873161316},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.8334000110626221},{"id":"https://openalex.org/keywords/market-clearing","display_name":"Market clearing","score":0.5813000202178955},{"id":"https://openalex.org/keywords/spot-market","display_name":"Spot market","score":0.5333999991416931},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.47450000047683716},{"id":"https://openalex.org/keywords/reverse-auction","display_name":"Reverse auction","score":0.41830000281333923},{"id":"https://openalex.org/keywords/common-value-auction","display_name":"Common value auction","score":0.41339999437332153},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.4099000096321106}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.8407999873161316},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.8334000110626221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6789000034332275},{"id":"https://openalex.org/C14981831","wikidata":"https://www.wikidata.org/wiki/Q1713661","display_name":"Market clearing","level":2,"score":0.5813000202178955},{"id":"https://openalex.org/C2776789725","wikidata":"https://www.wikidata.org/wiki/Q1572221","display_name":"Spot market","level":3,"score":0.5333999991416931},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.47450000047683716},{"id":"https://openalex.org/C194291561","wikidata":"https://www.wikidata.org/wiki/Q2852717","display_name":"Reverse auction","level":3,"score":0.41830000281333923},{"id":"https://openalex.org/C163239763","wikidata":"https://www.wikidata.org/wiki/Q5153637","display_name":"Common value auction","level":2,"score":0.41339999437332153},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.4099000096321106},{"id":"https://openalex.org/C175223733","wikidata":"https://www.wikidata.org/wiki/Q1047888","display_name":"Spot contract","level":3,"score":0.40790000557899475},{"id":"https://openalex.org/C59919655","wikidata":"https://www.wikidata.org/wiki/Q5150821","display_name":"Combinatorial auction","level":3,"score":0.37389999628067017},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.3594000041484833},{"id":"https://openalex.org/C2776849302","wikidata":"https://www.wikidata.org/wiki/Q1239166","display_name":"Energy market","level":3,"score":0.3465000092983246},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3215999901294708},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3131999969482422},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26350000500679016},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.2590000033378601},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.258899986743927},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/access.2026.3668594","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3668594","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3668594","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3668594","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8452185392379761,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311593","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1969086313","https://openalex.org/W1999684212","https://openalex.org/W2747599906","https://openalex.org/W2768852899","https://openalex.org/W2802011801","https://openalex.org/W2964163137","https://openalex.org/W2974106665","https://openalex.org/W3003257820","https://openalex.org/W3007057482","https://openalex.org/W3044418842","https://openalex.org/W3088276292","https://openalex.org/W3115580609","https://openalex.org/W3172901040","https://openalex.org/W3206399883","https://openalex.org/W3211217191","https://openalex.org/W4225836296","https://openalex.org/W4285170857","https://openalex.org/W4285282997","https://openalex.org/W4288679739","https://openalex.org/W4292387754","https://openalex.org/W4293704590","https://openalex.org/W4310174163","https://openalex.org/W4312469297","https://openalex.org/W4316096405","https://openalex.org/W4323338353","https://openalex.org/W4327521923","https://openalex.org/W4352977753","https://openalex.org/W4385250977","https://openalex.org/W4387167356","https://openalex.org/W4388505171","https://openalex.org/W4388602874","https://openalex.org/W4389636468","https://openalex.org/W4390856218","https://openalex.org/W4395096412","https://openalex.org/W4399620147","https://openalex.org/W4400679895","https://openalex.org/W4400946555","https://openalex.org/W4401417382","https://openalex.org/W4401633254","https://openalex.org/W4404668412","https://openalex.org/W4408823332"],"related_works":[],"abstract_inverted_index":{"In":[0],"the":[1,43,85,108,115,138],"Spot":[2],"Local":[3],"Flexibility":[4],"Market":[5],"(SLFM),":[6],"which":[7],"operates":[8],"close":[9],"to":[10,17,80],"real-time,":[11],"aggregators":[12,65,95],"procure":[13],"consumer":[14,53],"energy":[15,111],"flexibility":[16,23,48,68],"manage":[18],"distribution-level":[19],"congestion.":[20],"Consumers":[21],"submit":[22],"bids":[24,98],"based":[25],"on":[26,149],"their":[27],"load":[28,54],"prediction":[29],"models":[30],"and":[31,121],"personal":[32],"preferences.":[33],"Aggregators":[34],"then":[35],"execute":[36],"a":[37,76],"single-sided":[38],"combinatorial":[39],"auction":[40,86],"aligned":[41],"with":[42,129],"Distribution":[44],"System":[45],"Operator\u2019s":[46],"(DSO)":[47],"requirements.":[49],"However,":[50],"uncertainties":[51,83],"in":[52,62],"forecasts":[55],"can":[56,96],"affect":[57],"bid":[58],"execution,":[59],"potentially":[60],"resulting":[61],"penalties":[63,123],"for":[64,124],"when":[66],"delivered":[67],"deviates":[69],"from":[70],"committed":[71],"levels.":[72],"This":[73],"work":[74],"proposes":[75],"stochastic":[77],"programming":[78],"approach":[79],"address":[81],"such":[82],"within":[84],"framework.":[87],"By":[88],"adaptively":[89],"learning":[90],"each":[91],"consumer\u2019s":[92],"uncertainty":[93,136],"distribution,":[94],"select":[97],"that":[99,134],"better":[100],"accommodate":[101],"this":[102],"variability.":[103],"The":[104],"proposed":[105],"method":[106],"enhances":[107],"accuracy":[109],"of":[110,146],"reduction":[112],"reporting,":[113],"improves":[114],"DSO\u2019s":[116],"visibility":[117],"into":[118,137],"real-time":[119],"flexibility,":[120],"reduces":[122],"aggregators.":[125],"A":[126],"comparative":[127],"analysis":[128],"deterministic":[130],"market":[131],"clearing":[132],"demonstrates":[133],"incorporating":[135],"SLFM":[139],"increases":[140],"aggregator":[141],"profits":[142],"by":[143],"an":[144],"average":[145],"50.88%,":[147],"depending":[148],"scenario":[150],"initial":[151],"conditions.":[152]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-02-27T00:00:00"}
