{"id":"https://openalex.org/W3105384574","doi":"https://doi.org/10.5220/0010213204890500","title":"Exogenous Data for Load Forecasting: A Review","display_name":"Exogenous Data for Load Forecasting: A Review","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3105384574","doi":"https://doi.org/10.5220/0010213204890500","mag":"3105384574"},"language":"en","primary_location":{"id":"doi:10.5220/0010213204890500","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010213204890500","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"type":"review","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0010213204890500","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081003184","display_name":"Ram\u00f3n Christen","orcid":"https://orcid.org/0000-0002-3963-0785"},"institutions":[{"id":"https://openalex.org/I81007117","display_name":"Lucerne University of Applied Sciences and Arts","ror":"https://ror.org/04nd0xd48","country_code":"CH","type":"education","lineage":["https://openalex.org/I81007117"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Ram\u00f3n Christen","raw_affiliation_strings":["Information Technology, HSLU - Lucerne University of Applied Sciences and Arts, Suurstoffi 1, 6343 Rotkreuz, Switzerland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Information Technology, HSLU - Lucerne University of Applied Sciences and Arts, Suurstoffi 1, 6343 Rotkreuz, Switzerland, --- Select a Country ---","institution_ids":["https://openalex.org/I81007117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004646137","display_name":"Luca Mazzola","orcid":"https://orcid.org/0000-0002-6747-1021"},"institutions":[{"id":"https://openalex.org/I81007117","display_name":"Lucerne University of Applied Sciences and Arts","ror":"https://ror.org/04nd0xd48","country_code":"CH","type":"education","lineage":["https://openalex.org/I81007117"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Luca Mazzola","raw_affiliation_strings":["Information Technology, HSLU - Lucerne University of Applied Sciences and Arts, Suurstoffi 1, 6343 Rotkreuz, Switzerland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Information Technology, HSLU - Lucerne University of Applied Sciences and Arts, Suurstoffi 1, 6343 Rotkreuz, Switzerland, --- Select a Country ---","institution_ids":["https://openalex.org/I81007117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033021795","display_name":"Alexander Denzler","orcid":"https://orcid.org/0000-0002-0595-0430"},"institutions":[{"id":"https://openalex.org/I81007117","display_name":"Lucerne University of Applied Sciences and Arts","ror":"https://ror.org/04nd0xd48","country_code":"CH","type":"education","lineage":["https://openalex.org/I81007117"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Alexander Denzler","raw_affiliation_strings":["Information Technology, HSLU - Lucerne University of Applied Sciences and Arts, Suurstoffi 1, 6343 Rotkreuz, Switzerland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Information Technology, HSLU - Lucerne University of Applied Sciences and Arts, Suurstoffi 1, 6343 Rotkreuz, Switzerland, --- Select a Country ---","institution_ids":["https://openalex.org/I81007117"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079189391","display_name":"Edy Portmann","orcid":"https://orcid.org/0000-0001-6448-1139"},"institutions":[{"id":"https://openalex.org/I154338468","display_name":"University of Fribourg","ror":"https://ror.org/022fs9h90","country_code":"CH","type":"education","lineage":["https://openalex.org/I154338468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Edy Portmann","raw_affiliation_strings":["Human-IST Institute, University of Fribourg, Bd de P\u00e9rolles 90, 1700 Fribourg, Switzerland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Human-IST Institute, University of Fribourg, Bd de P\u00e9rolles 90, 1700 Fribourg, Switzerland, --- Select a Country ---","institution_ids":["https://openalex.org/I154338468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081003184"],"corresponding_institution_ids":["https://openalex.org/I81007117"],"apc_list":null,"apc_paid":null,"fwci":0.4162,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.62616256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"489","last_page":"500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9754999876022339,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9754999876022339,"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/computer-science","display_name":"Computer science","score":0.6105584502220154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6105584502220154}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0010213204890500","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010213204890500","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},{"id":"doi:10.5281/zenodo.4336942","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.4336942","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"chapter"}],"best_oa_location":{"id":"doi:10.5220/0010213204890500","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010213204890500","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Electrical":[0],"power":[1,8,104,163],"load":[2],"forecasting":[3,34],"defines":[4],"strategies":[5],"for":[6,26,36,62,69,121,179],"utilities,":[7,29],"producers":[9],"and":[10,28,57,144,154,176],"individuals":[11],"that":[12,66,183],"participate":[13],"in":[14,23,102],"a":[15],"smart":[16,181],"grid.":[17],"While":[18],"it":[19],"is":[20,118,168],"well":[21],"established":[22],"planning":[24],"processes":[25],"production":[27,56],"the":[30,42,55,70,78,98,103,109,113,126,137,145,151,171,184],"importance":[31],"of":[32,41,54,115,129,139,147,162,173],"accurate":[33,52],"increases":[35],"individuals.":[37],"The":[38],"ongoing":[39],"deregulation":[40],"electricity":[43],"market":[44],"enables":[45],"energy":[46],"trading":[47],"by":[48,170],"individuals,":[49],"requiring":[50],"an":[51],"estimation":[53],"consumption.":[58],"Research":[59],"on":[60,150,157],"forecast":[61,71],"aggregated":[63],"demand":[64],"shows":[65,136],"including":[67],"features":[68,153],"from":[72],"sources,":[73],"called":[74],"exogenous,":[75],"additional":[76],"to":[77,84,93,96,125,132,188],"purely":[79],"historical":[80],"consumption":[81],"data":[82,117,141],"allows":[83],"obtain":[85],"higher":[86],"accuracy.":[87],"In":[88],"fact,":[89],"their":[90,155],"usage":[91],"demonstrated":[92],"be":[94],"able":[95],"explain":[97],"large":[99],"variability":[100],"observed":[101],"demand,":[105],"taking":[106],"into":[107],"account":[108],"individual":[110,122,159],"influences.":[111],"Anyway,":[112],"influence":[114,156],"exogenous":[116,140],"hardly":[119],"investigated":[120],"forecasting,":[123],"due":[124],"minor":[127],"prevalence":[128],"this":[130,166],"analysis":[131],"date.":[133],"This":[134],"review":[135],"benefit":[138],"usa":[142],"ge":[143],"necessity":[146],"detailed":[148],"research":[149,177],"input":[152],"detailed,":[158],"level,":[160],"forecasts":[161],"demand.":[164],"Eventually,":[165],"contribution":[167],"concluded":[169],"presentation":[172],"open":[174],"issues":[175],"directions":[178],"electric":[180],"communities":[182],"authors":[185],"would":[186],"like":[187],"address.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}