{"id":"https://openalex.org/W2585441267","doi":"https://doi.org/10.1109/tsg.2017.2662684","title":"Good Consumer or Bad Consumer: Economic Information Revealed from Demand Profiles","display_name":"Good Consumer or Bad Consumer: Economic Information Revealed from Demand Profiles","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2585441267","doi":"https://doi.org/10.1109/tsg.2017.2662684","mag":"2585441267"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2017.2662684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2662684","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/A5101664602","display_name":"Yang Yu","orcid":"https://orcid.org/0000-0003-2094-5717"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yang Yu","raw_affiliation_strings":["Precourt Energy Efficiency Center and Department of Management Science and Engineering, Stanford University, Stanford, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-2094-5717","affiliations":[{"raw_affiliation_string":"Precourt Energy Efficiency Center and Department of Management Science and Engineering, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100737328","display_name":"Guangyi Liu","orcid":"https://orcid.org/0000-0001-9822-2039"},"institutions":[{"id":"https://openalex.org/I4210093000","display_name":"Global Energy Interconnection Research Institute North America","ror":"https://ror.org/00efwap41","country_code":"US","type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4210093000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guangyi Liu","raw_affiliation_strings":["GEIRI North America, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEIRI North America, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210093000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069763949","display_name":"Wendong Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093000","display_name":"Global Energy Interconnection Research Institute North America","ror":"https://ror.org/00efwap41","country_code":"US","type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4210093000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wendong Zhu","raw_affiliation_strings":["GEIRI North America, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEIRI North America, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210093000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455868","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0002-7332-9726"},"institutions":[{"id":"https://openalex.org/I4210093000","display_name":"Global Energy Interconnection Research Institute North America","ror":"https://ror.org/00efwap41","country_code":"US","type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4210093000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["GEIRI North America, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEIRI North America, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210093000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110227893","display_name":"Bin Shu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bin Shu","raw_affiliation_strings":["Beijing Electric Power Economic Technology Research Institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Electric Power Economic Technology Research Institute, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100671105","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0003-1951-7088"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Beijing Electric Power Economic Technology Research Institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Electric Power Economic Technology Research Institute, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070103206","display_name":"Nicolas Astier","orcid":"https://orcid.org/0000-0003-0601-0958"},"institutions":[{"id":"https://openalex.org/I4210092408","display_name":"Toulouse School of Economics","ror":"https://ror.org/00ff5f522","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210092408"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Astier","raw_affiliation_strings":["Toulouse School of Economics, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toulouse School of Economics, Toulouse, France","institution_ids":["https://openalex.org/I4210092408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028892842","display_name":"Ram Rajagopal","orcid":"https://orcid.org/0000-0002-4961-9539"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ram Rajagopal","raw_affiliation_strings":["Department of Electronic Engineering, Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101664602"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":8.1145,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96951822,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9965999722480774,"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/T11182","display_name":"Auction Theory and Applications","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inefficiency","display_name":"Inefficiency","score":0.874935507774353},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7602366209030151},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.45958155393600464},{"id":"https://openalex.org/keywords/consumer-demand","display_name":"Consumer demand","score":0.4579436182975769},{"id":"https://openalex.org/keywords/marginal-cost","display_name":"Marginal cost","score":0.454159140586853},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4237425923347473},{"id":"https://openalex.org/keywords/demand-management","display_name":"Demand management","score":0.4136055111885071},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.413544237613678},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3901765048503876},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.3018186688423157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2724164128303528},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11057135462760925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10258165001869202}],"concepts":[{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.874935507774353},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7602366209030151},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.45958155393600464},{"id":"https://openalex.org/C3018006300","wikidata":"https://www.wikidata.org/wiki/Q4402708","display_name":"Consumer demand","level":2,"score":0.4579436182975769},{"id":"https://openalex.org/C66887028","wikidata":"https://www.wikidata.org/wiki/Q382444","display_name":"Marginal cost","level":2,"score":0.454159140586853},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4237425923347473},{"id":"https://openalex.org/C179366874","wikidata":"https://www.wikidata.org/wiki/Q1185130","display_name":"Demand management","level":2,"score":0.4136055111885071},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.413544237613678},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3901765048503876},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3018186688423157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2724164128303528},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11057135462760925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10258165001869202},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2017.2662684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2662684","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":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1109482026","https://openalex.org/W1543646709","https://openalex.org/W1979946695","https://openalex.org/W1984317657","https://openalex.org/W2014594635","https://openalex.org/W2027813323","https://openalex.org/W2032161710","https://openalex.org/W2038872716","https://openalex.org/W2043568875","https://openalex.org/W2051732962","https://openalex.org/W2053345476","https://openalex.org/W2063818433","https://openalex.org/W2064759762","https://openalex.org/W2073595019","https://openalex.org/W2074211277","https://openalex.org/W2080978820","https://openalex.org/W2116671228","https://openalex.org/W2117787200","https://openalex.org/W2134155890","https://openalex.org/W2160266360","https://openalex.org/W2189625117","https://openalex.org/W2571012312","https://openalex.org/W3121257794","https://openalex.org/W4285719527","https://openalex.org/W6686980507"],"related_works":["https://openalex.org/W2264067234","https://openalex.org/W3124243301","https://openalex.org/W1571502335","https://openalex.org/W2364218795","https://openalex.org/W2384838032","https://openalex.org/W2201032427","https://openalex.org/W153704830","https://openalex.org/W2901490673","https://openalex.org/W4242601604","https://openalex.org/W2054385282"],"abstract_inverted_index":{"In":[0,113],"this":[1,101,114],"paper,":[2],"we":[3,103,116],"demonstrate":[4],"that":[5,118],"a":[6,51,66,85,107],"consumer's":[7,121],"marginal":[8,34],"system":[9,37,53,68,79,110],"impact":[10],"is":[11,26,43,124],"determined":[12],"only":[13],"by":[14,20,69],"their":[15,21,33],"demand":[16,22],"profile,":[17],"rather":[18],"than":[19,127],"level.":[23],"Demand-profile":[24],"clustering":[25,29,72],"identical":[27],"to":[28,32,54],"consumers":[30],"according":[31],"impacts":[35],"on":[36],"costs.":[38],"A":[39],"profile-based,":[40],"uniform-rate":[41],"price":[42,63,87],"economically":[44],"efficient":[45,126],"as":[46],"real-time":[47],"pricing.":[48],"We":[49],"develop":[50],"criteria":[52,78],"evaluate":[55],"the":[56,82,94],"economic":[57],"efficiency":[58],"of":[59,84],"an":[60],"implemented":[61],"retail":[62,86],"scheme":[64],"in":[65,111],"distribution":[67,95,109],"comparing":[70],"profile":[71],"and":[73],"daily":[74,97],"average":[75],"clustering.":[76],"Our":[77],"can":[80],"examine":[81],"extent":[83],"scheme's":[88],"inefficiency,":[89],"even":[90],"without":[91],"information":[92],"about":[93],"system's":[96],"cost":[98],"structure.":[99],"For":[100],"work,":[102],"analyze":[104],"data":[105],"from":[106],"real":[108],"China.":[112],"system,":[115],"find":[117],"targeting":[119,128],"each":[120],"high-impact":[122,129],"days":[123],"more":[125],"consumers.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
