{"id":"https://openalex.org/W2906564915","doi":"https://doi.org/10.1109/access.2018.2889500","title":"Analysis and Accurate Prediction of User\u2019s Response Behavior in Incentive-Based Demand Response","display_name":"Analysis and Accurate Prediction of User\u2019s Response Behavior in Incentive-Based Demand Response","publication_year":2018,"publication_date":"2018-12-24","ids":{"openalex":"https://openalex.org/W2906564915","doi":"https://doi.org/10.1109/access.2018.2889500","mag":"2906564915"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2889500","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2889500","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08587167.pdf","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":null,"license_id":null,"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://ieeexplore.ieee.org/ielx7/6287639/8600701/08587167.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101643400","display_name":"Di Liu","orcid":"https://orcid.org/0000-0001-5052-5663"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Liu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042798397","display_name":"Yi Sun\u0087","orcid":"https://orcid.org/0000-0003-2342-4917"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Sun","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2342-4917","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100993372","display_name":"Yao Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Qu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100685208","display_name":"Bin Li","orcid":"https://orcid.org/0000-0001-7544-8991"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Li","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102132067","display_name":"Yonghai Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghai Xu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"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":3.4044,"has_fulltext":true,"cited_by_count":59,"citation_normalized_percentile":{"value":0.93142003,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"3170","last_page":"3180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9976999759674072,"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":0.9976999759674072,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.949400007724762,"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/demand-response","display_name":"Demand response","score":0.7691354751586914},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.6293059587478638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6172102689743042},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.1697467565536499},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12488338351249695},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11157408356666565}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.7691354751586914},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.6293059587478638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6172102689743042},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.1697467565536499},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12488338351249695},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11157408356666565},{"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/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2889500","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2889500","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08587167.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:40b10192210c48b881b2a501ba8793b4","is_oa":true,"landing_page_url":"https://doaj.org/article/40b10192210c48b881b2a501ba8793b4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 3170-3180 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2889500","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2889500","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08587167.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5129772408","display_name":null,"funder_award_id":"51777068","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2906564915.pdf","grobid_xml":"https://content.openalex.org/works/W2906564915.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1827223372","https://openalex.org/W1966550988","https://openalex.org/W2019949418","https://openalex.org/W2038872716","https://openalex.org/W2051791739","https://openalex.org/W2054076375","https://openalex.org/W2064675550","https://openalex.org/W2255466643","https://openalex.org/W2327083828","https://openalex.org/W2328168129","https://openalex.org/W2343711956","https://openalex.org/W2345848006","https://openalex.org/W2471414955","https://openalex.org/W2549416235","https://openalex.org/W2549477205","https://openalex.org/W2563096608","https://openalex.org/W2591591117","https://openalex.org/W2593952096","https://openalex.org/W2604547672","https://openalex.org/W2617755319","https://openalex.org/W2620110461","https://openalex.org/W2704982056","https://openalex.org/W2756254223","https://openalex.org/W2768913013","https://openalex.org/W2769318785","https://openalex.org/W2769824145","https://openalex.org/W2781580000","https://openalex.org/W2785337424","https://openalex.org/W2787699118","https://openalex.org/W2789768939","https://openalex.org/W2797889343","https://openalex.org/W2798211001","https://openalex.org/W2805919648","https://openalex.org/W2808598797","https://openalex.org/W2887262204","https://openalex.org/W2887518750","https://openalex.org/W2963996300","https://openalex.org/W6663833129","https://openalex.org/W6746443622","https://openalex.org/W6752123526","https://openalex.org/W6753837163"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2555175041","https://openalex.org/W2032085210","https://openalex.org/W4392752943","https://openalex.org/W2389561653","https://openalex.org/W2052188148","https://openalex.org/W4239205706","https://openalex.org/W4239297229"],"abstract_inverted_index":{"Incentive-based":[0],"demand":[1,29,41],"response":[2,22,30,42,64,74,95],"can":[3,147],"fully":[4],"mobilize":[5],"a":[6,81,90],"variety":[7],"of":[8,20,28,61,93,108,111,152],"demand-side":[9,49],"resources":[10,50],"to":[11,51],"participate":[12,52],"in":[13,53,172],"the":[14,18,26,54,59,62,72,85,106,109,112,124,137,144,150,153,156,166],"electricity":[15],"market,":[16],"but":[17],"uncertainty":[19],"user":[21,94],"behavior":[23,65,75,96],"greatly":[24],"limits":[25],"development":[27],"services.":[31],"This":[32],"paper":[33],"first":[34],"constructed":[35],"an":[36],"implementation":[37],"framework":[38],"for":[39],"incentive-based":[40],"and":[43,78,175],"clarified":[44],"how":[45],"load-serving":[46],"entity":[47],"aggregates":[48],"power":[55],"market":[56],"business.":[57],"Then,":[58],"characteristics":[60,110],"user\u2019s":[63,73],"were":[66],"analyzed;":[67],"it":[68,79,159],"is":[69,76,103,160],"found":[70],"that":[71,165],"variable,":[77],"has":[80,169,176],"strong":[82,177],"correlation":[83],"on":[84,88,98],"timeline.":[86],"Based":[87],"this,":[89],"prediction":[91,117],"method":[92,118,146],"based":[97],"long":[99],"short-term":[100],"memory":[101],"(LSTM)":[102],"proposed":[104,116,145,167],"after":[105],"analysis":[107],"LSTM":[113],"algorithm.":[114],"The":[115,130],"was":[119],"verified":[120,161],"by":[121,128,162],"simulation":[122,125,131],"under":[123],"environment":[126],"setup":[127],"TensorFlow.":[129],"results":[132],"showed":[133],"that,":[134],"compared":[135],"with":[136],"traditional":[138],"linear":[139],"or":[140],"nonlinear":[141],"regression":[142],"methods,":[143],"significantly":[148],"improve":[149],"accuracy":[151],"prediction.":[154],"At":[155],"same":[157],"time,":[158],"further":[163],"experiments":[164],"algorithm":[168],"good":[170],"performance":[171],"various":[173],"environments":[174],"robustness.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2019-01-01T00:00:00"}