{"id":"https://openalex.org/W3121675868","doi":"https://doi.org/10.1504/ijbdi.2018.10008133","title":"Predicting baseline for analysis of electricity pricing","display_name":"Predicting baseline for analysis of electricity pricing","publication_year":2017,"publication_date":"2017-09-29","ids":{"openalex":"https://openalex.org/W3121675868","doi":"https://doi.org/10.1504/ijbdi.2018.10008133","mag":"3121675868"},"language":"en","primary_location":{"id":"doi:10.1504/ijbdi.2018.10008133","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijbdi.2018.10008133","pdf_url":null,"source":{"id":"https://openalex.org/S4210219838","display_name":"International Journal of Big Data Intelligence","issn_l":"2053-1389","issn":["2053-1389","2053-1397"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Big Data Intelligence","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/A5043129695","display_name":"Kesheng Wu","orcid":"https://orcid.org/0000-0002-6907-3393"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kesheng Wu","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058242483","display_name":"Annika Todd","orcid":null},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Annika Todd","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084595934","display_name":"C. Anna Spurlock","orcid":"https://orcid.org/0000-0002-8573-661X"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Anna Spurlock","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068293431","display_name":"Alex Sim","orcid":"https://orcid.org/0000-0002-6295-1982"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Sim","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379038","display_name":"Taehoon Kim","orcid":"https://orcid.org/0000-0002-9222-6677"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taehoon Kim","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052985764","display_name":"Jaesik Choi","orcid":"https://orcid.org/0000-0002-4663-3263"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaesik Choi","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100720909","display_name":"Dong\u2010Eun Lee","orcid":"https://orcid.org/0000-0001-9205-3836"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongeun Lee","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5043129695"],"corresponding_institution_ids":["https://openalex.org/I148283060"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.26385645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":"1/2","first_page":"3","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9947999715805054,"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":0.9947999715805054,"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":0.988099992275238,"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/T10632","display_name":"Housing Market and Economics","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.800028383731842},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5383833646774292},{"id":"https://openalex.org/keywords/electricity-pricing","display_name":"Electricity pricing","score":0.4688754081726074},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3590959310531616},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.33024144172668457},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.3281378448009491},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32808148860931396},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15601670742034912},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13096359372138977},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08510822057723999}],"concepts":[{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.800028383731842},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5383833646774292},{"id":"https://openalex.org/C2779280359","wikidata":"https://www.wikidata.org/wiki/Q870344","display_name":"Electricity pricing","level":4,"score":0.4688754081726074},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3590959310531616},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.33024144172668457},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.3281378448009491},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32808148860931396},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15601670742034912},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13096359372138977},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08510822057723999},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijbdi.2018.10008133","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijbdi.2018.10008133","pdf_url":null,"source":{"id":"https://openalex.org/S4210219838","display_name":"International Journal of Big Data Intelligence","issn_l":"2053-1389","issn":["2053-1389","2053-1397"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Big Data Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3005545942","https://openalex.org/W2356680598","https://openalex.org/W2348317328","https://openalex.org/W2385067961","https://openalex.org/W2966111772","https://openalex.org/W2299915012","https://openalex.org/W2383586764","https://openalex.org/W4327773935","https://openalex.org/W2382558999","https://openalex.org/W2305061769"],"abstract_inverted_index":{"To":[0,68],"understand":[1],"the":[2,25,52,61,80,93,99,102,107,114,127,131],"impact":[3],"of":[4,92,101,130],"a":[5,16,33,48],"new":[6,26,75],"pricing":[7],"structure":[8],"on":[9],"residential":[10],"electricity":[11],"peak":[12,63,103],"demands,":[13],"we":[14,72],"need":[15],"baseline":[17,31,49],"model":[18,50],"that":[19,123],"captures":[20],"every":[21],"factor":[22],"other":[23],"than":[24,135],"price.":[27],"The":[28,44],"gold":[29],"standard":[30],"is":[32,84,125],"randomised":[34],"control":[35,38,94],"trial,":[36],"however,":[37],"trials":[39],"are":[40,142],"hard":[41],"to":[42,46,56,105,116,146],"design.":[43],"alternative":[45],"learn":[47],"from":[51],"past":[53],"measurements":[54],"fails":[55],"make":[57],"reliable":[58],"predictions":[59],"about":[60],"daily":[62],"usage":[64],"values":[65],"next":[66],"summer.":[67],"overcome":[69],"these":[70,78],"shortcomings,":[71],"propose":[73],"several":[74],"methods.":[76],"Among":[77],"methods,":[79],"one":[81],"named":[82],"LTAP":[83,124],"particularly":[85],"promising.":[86],"It":[87,96],"accurately":[88],"predicts":[89,98],"future":[90],"usages":[91],"group.":[95],"also":[97],"reductions":[100],"demands":[104],"remain":[106],"same,":[108],"while":[109],"previous":[110,139],"studies":[111,140],"have":[112],"found":[113],"reduction":[115],"be":[117],"diminishing":[118],"over":[119],"time.":[120],"We":[121],"believe":[122],"capturing":[126],"self-selection":[128],"bias":[129],"treatment":[132],"groups":[133],"better":[134],"techniques":[136],"used":[137],"in":[138],"and":[141],"looking":[143],"for":[144],"opportunities":[145],"confirm":[147],"this":[148],"feature.":[149]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
