{"id":"https://openalex.org/W2314745598","doi":"https://doi.org/10.1109/tsg.2016.2544939","title":"Data-Driven Pricing Strategy for Demand-Side Resource Aggregators","display_name":"Data-Driven Pricing Strategy for Demand-Side Resource Aggregators","publication_year":2016,"publication_date":"2016-03-25","ids":{"openalex":"https://openalex.org/W2314745598","doi":"https://doi.org/10.1109/tsg.2016.2544939","mag":"2314745598"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2016.2544939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2016.2544939","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/A5100782604","display_name":"Zhiwei Xu","orcid":"https://orcid.org/0000-0002-8249-9997"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Xu","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004910237","display_name":"Tianhu Deng","orcid":"https://orcid.org/0000-0001-6012-6076"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianhu Deng","raw_affiliation_strings":["Department of Industrial Engineering, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079037064","display_name":"Zechun Hu","orcid":"https://orcid.org/0000-0002-1870-3375"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zechun Hu","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1870-3375","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064691727","display_name":"Yonghua Song","orcid":"https://orcid.org/0000-0002-1495-4644"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghua Song","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100334399","display_name":"Jianhui Wang","orcid":"https://orcid.org/0000-0002-9716-3484"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianhui Wang","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0925,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.94135553,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"9","issue":"1","first_page":"57","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","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/T10603","display_name":"Smart Grid Energy Management","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/T10768","display_name":"Electric Vehicles and Infrastructure","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/T11954","display_name":"Energy Efficiency and Management","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.8503146767616272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6632115244865417},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5666881799697876},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5552406907081604},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5375874042510986},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.508887767791748},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4667853116989136},{"id":"https://openalex.org/keywords/electricity-pricing","display_name":"Electricity pricing","score":0.462898850440979},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.44631749391555786},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.3467227518558502},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3262762725353241},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.18573233485221863},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11961787939071655},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11758306622505188},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08954223990440369},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07783371210098267}],"concepts":[{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.8503146767616272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6632115244865417},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5666881799697876},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5552406907081604},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5375874042510986},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.508887767791748},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4667853116989136},{"id":"https://openalex.org/C2779280359","wikidata":"https://www.wikidata.org/wiki/Q870344","display_name":"Electricity pricing","level":4,"score":0.462898850440979},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.44631749391555786},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.3467227518558502},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3262762725353241},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.18573233485221863},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11961787939071655},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11758306622505188},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08954223990440369},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07783371210098267},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2016.2544939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2016.2544939","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","score":0.800000011920929,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1828937767","display_name":"\u591a\u79cd\u5206\u5e03\u5f0f\u53ef\u63a7\u8d44\u6e90\u53c2\u4e0e\u7535\u529b\u7cfb\u7edf\u8fd0\u884c\u4f18\u5316\u7684\u8c03\u63a7\u7b56\u7565\u4e0e\u5e02\u573a\u673a\u5236\u7814\u7a76","funder_award_id":"51477082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1976217157","https://openalex.org/W1989886692","https://openalex.org/W1999126112","https://openalex.org/W2009022268","https://openalex.org/W2050495423","https://openalex.org/W2059478239","https://openalex.org/W2066080944","https://openalex.org/W2084502662","https://openalex.org/W2116376575","https://openalex.org/W2117685617","https://openalex.org/W2143022498","https://openalex.org/W2148910210","https://openalex.org/W2162503806","https://openalex.org/W2174209625","https://openalex.org/W2313493060","https://openalex.org/W2344805072","https://openalex.org/W2543580944","https://openalex.org/W2911796152","https://openalex.org/W6667215873"],"related_works":["https://openalex.org/W2032085210","https://openalex.org/W3046697705","https://openalex.org/W4226431440","https://openalex.org/W3131627313","https://openalex.org/W3093688972","https://openalex.org/W3012323502","https://openalex.org/W2939108172","https://openalex.org/W2784220452","https://openalex.org/W4214604859","https://openalex.org/W2906194504"],"abstract_inverted_index":{"We":[0],"consider":[1],"a":[2,90,137],"utility":[3,24,42,54,78,97],"who":[4],"seeks":[5],"to":[6,28,79,94],"coordinate":[7],"the":[8,18,23,29,41,53,77,81,96,123,126],"energy":[9,49,59,82],"consumption":[10,50,60],"of":[11,20,32,34,85,125],"multiple":[12],"demand-side":[13],"flexible":[14],"resource":[15,35,57],"aggregators.":[16,36,86],"For":[17],"purpose":[19],"privacy":[21],"protection,":[22],"has":[25],"no":[26],"access":[27],"detailed":[30],"information":[31,84],"loads":[33],"Instead,":[37],"we":[38,71,88],"assume":[39],"that":[40],"can":[43,55],"directly":[44],"observe":[45],"each":[46],"aggregator\u2019s":[47],"aggregate":[48],"outcomes.":[51],"Furthermore,":[52],"leverage":[56],"aggregator":[58],"via":[61],"time-varying":[62],"electricity":[63],"price":[64],"profiles.":[65],"Based":[66],"on":[67],"inverse":[68],"optimization":[69],"technique,":[70],"propose":[72],"an":[73,116],"estimation":[74],"method":[75],"for":[76],"infer":[80],"requirement":[83],"Subsequently,":[87],"design":[89],"data-driven":[91],"pricing":[92,132],"scheme":[93,135],"help":[95],"achieve":[98],"system-level":[99],"control":[100],"objectives":[101],"(e.g.,":[102],"minimizing":[103],"peak":[104],"demand)":[105],"by":[106],"combining":[107],"hybrid":[108],"particle":[109],"swarm":[110],"optimizer":[111],"with":[112],"mutation":[113],"algorithm":[114],"and":[115,136],"iterative":[117],"algorithm.":[118],"Case":[119],"studies":[120],"have":[121],"demonstrated":[122],"effectiveness":[124],"proposed":[127],"approach":[128],"against":[129],"two":[130],"benchmark":[131],"strategies\u2014a":[133],"flat-rate":[134],"time-of-use":[138],"scheme.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}