{"id":"https://openalex.org/W2511160142","doi":"https://doi.org/10.1109/tsg.2017.2671743","title":"Short-Term Forecasting of Price-Responsive Loads Using Inverse Optimization","display_name":"Short-Term Forecasting of Price-Responsive Loads Using Inverse Optimization","publication_year":2017,"publication_date":"2017-02-20","ids":{"openalex":"https://openalex.org/W2511160142","doi":"https://doi.org/10.1109/tsg.2017.2671743","mag":"2511160142"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2017.2671743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2671743","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":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1607.07209","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061404924","display_name":"Javier Saez-Gallego","orcid":null},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Javier Saez-Gallego","raw_affiliation_strings":["Technical University of Denmark, Kongens Lyngby, Denmark","[Technical University of Denmark, Kongens Lyngby, Denmark]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"[Technical University of Denmark, Kongens Lyngby, Denmark]","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057662787","display_name":"Juan M. Morales","orcid":"https://orcid.org/0000-0002-9114-686X"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Juan M. Morales","raw_affiliation_strings":["Technical University of Denmark, Kongens Lyngby, Denmark","[Technical University of Denmark, Kongens Lyngby, Denmark]"],"raw_orcid":"https://orcid.org/0000-0002-9114-686X","affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"[Technical University of Denmark, Kongens Lyngby, Denmark]","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":null,"apc_paid":null,"fwci":0.2242,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54307976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"9","issue":"5","first_page":"4805","last_page":"4814"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9984999895095825,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9955999851226807,"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/term","display_name":"Term (time)","score":0.7305644154548645},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.7131254076957703},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6870760321617126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6028890609741211},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5480731129646301},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4695383310317993},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.446979820728302},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.430963397026062},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4238704442977905},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.41641512513160706},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20393377542495728},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13869163393974304},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1023106575012207}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7305644154548645},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.7131254076957703},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6870760321617126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6028890609741211},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5480731129646301},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4695383310317993},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.446979820728302},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.430963397026062},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4238704442977905},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.41641512513160706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20393377542495728},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13869163393974304},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1023106575012207},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tsg.2017.2671743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2671743","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"},{"id":"pmh:oai:arXiv.org:1607.07209","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1607.07209","pdf_url":"https://arxiv.org/pdf/1607.07209","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2511160142","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1607.07209","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/3ba48123-eb7f-49a6-bad6-5e9f38dd28a7","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/3ba48123-eb7f-49a6-bad6-5e9f38dd28a7","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Saez Gallego , J &amp; Morales , J M 2018 , ' Short-Term Forecasting of Price-Responsive Loads Using Inverse Optimization ' , I E E E Transactions on Smart Grid , vol. 9 , no. 5 , pp. 4805-4814 . https://doi.org/10.1109/TSG.2017.2671743","raw_type":"article"},{"id":"doi:10.48550/arxiv.1607.07209","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1607.07209","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1607.07209","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1607.07209","pdf_url":"https://arxiv.org/pdf/1607.07209","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G5679480851","display_name":null,"funder_award_id":"10-095378","funder_id":"https://openalex.org/F4320309756","funder_display_name":"Strategiske Forskningsr\u00e5d"},{"id":"https://openalex.org/G7576294875","display_name":null,"funder_award_id":"1035-00027B","funder_id":"https://openalex.org/F4320309756","funder_display_name":"Strategiske Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320309756","display_name":"Strategiske Forskningsr\u00e5d","ror":"https://ror.org/03ge1nb22"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W185455334","https://openalex.org/W769431358","https://openalex.org/W1516611346","https://openalex.org/W1971547063","https://openalex.org/W1973944436","https://openalex.org/W1981510168","https://openalex.org/W1984560471","https://openalex.org/W1989697801","https://openalex.org/W1993750689","https://openalex.org/W1997001817","https://openalex.org/W2004584144","https://openalex.org/W2007088276","https://openalex.org/W2016166216","https://openalex.org/W2016210396","https://openalex.org/W2020562184","https://openalex.org/W2040503026","https://openalex.org/W2054989445","https://openalex.org/W2068060907","https://openalex.org/W2082291889","https://openalex.org/W2093764459","https://openalex.org/W2107308405","https://openalex.org/W2120046447","https://openalex.org/W2127192673","https://openalex.org/W2158196600","https://openalex.org/W2166313543","https://openalex.org/W2275088575","https://openalex.org/W2314745598","https://openalex.org/W2484938157","https://openalex.org/W2911796152","https://openalex.org/W2951270777","https://openalex.org/W2964072503","https://openalex.org/W3124635368","https://openalex.org/W4251616545","https://openalex.org/W6631051752","https://openalex.org/W6765027404"],"related_works":["https://openalex.org/W3019575735","https://openalex.org/W1986418814","https://openalex.org/W2957605220","https://openalex.org/W2000898565","https://openalex.org/W390230825","https://openalex.org/W2052379828","https://openalex.org/W3122718073","https://openalex.org/W2224558845","https://openalex.org/W3047056032","https://openalex.org/W3099248042","https://openalex.org/W3040471098","https://openalex.org/W2897555778","https://openalex.org/W2911365874","https://openalex.org/W3098335216","https://openalex.org/W3121058654","https://openalex.org/W2039413601","https://openalex.org/W2018484356","https://openalex.org/W2111623269","https://openalex.org/W2018304939","https://openalex.org/W144968136"],"abstract_inverted_index":{"We":[0,71],"consider":[1],"the":[2,6,20,78,120,141,145,149,156],"problem":[3,30],"of":[4,9,12,15,19,37,50,126,129,148],"forecasting":[5,164],"aggregate":[7,21,146],"demand":[8,147],"a":[10,35,57,67,73,87,96,127],"pool":[11],"price-responsive":[13],"consumers":[14],"electricity.":[16],"The":[17,48,99,123],"response":[18],"load":[22,125],"to":[23,115],"price":[24],"is":[25,32,54,91,102,138],"modeled":[26],"by":[27,34,80,94,155],"an":[28],"optimization":[29,60],"that":[31,76,144],"characterized":[33],"set":[36],"marginal":[38],"utility":[39],"curves":[40],"and":[41,43,104,112,132,140],"minimum":[42],"maximum":[44],"power":[45,124],"consumption":[46],"limits.":[47],"task":[49],"estimating":[51],"these":[52],"parameters":[53],"addressed":[55],"using":[56,95],"generalized":[58],"inverse":[59],"scheme":[61],"that,":[62],"in":[63,119,136],"turn,":[64],"requires":[65],"solving":[66,81],"nonconvex":[68],"mathematical":[69],"program.":[70],"introduce":[72],"solution":[74],"method":[75],"overcomes":[77],"nonconvexities":[79],"instead":[82],"two":[83],"linear":[84],"problems":[85],"with":[86],"penalty":[88],"term,":[89],"which":[90],"statistically":[92],"adjusted":[93],"cross-validation":[97],"algorithm.":[98],"proposed":[100,157],"methodology":[101],"data-driven":[103],"leverages":[105],"information":[106],"from":[107],"regressors,":[108],"such":[109],"as":[110],"time":[111],"weather":[113],"variables,":[114],"account":[116],"for":[117,162],"changes":[118],"parameter":[121],"estimates.":[122],"group":[128,150],"heating,":[130],"ventilation,":[131],"air":[133],"conditioning":[134],"systems":[135],"buildings":[137],"simulated,":[139],"results":[142],"show":[143],"can":[151],"be":[152],"successfully":[153],"captured":[154],"model,":[158],"making":[159],"it":[160],"suitable":[161],"short-term":[163],"purposes.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}
