{"id":"https://openalex.org/W3147025153","doi":"https://doi.org/10.1109/access.2021.3069006","title":"Data-Driven Load Modeling to Analyze the Frequency of System Including Demand Response: A Colombian Study Case","display_name":"Data-Driven Load Modeling to Analyze the Frequency of System Including Demand Response: A Colombian Study Case","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3147025153","doi":"https://doi.org/10.1109/access.2021.3069006","mag":"3147025153"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3069006","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3069006","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09387328.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/9312710/09387328.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079182980","display_name":"Adriana Arango-Manrique","orcid":"https://orcid.org/0000-0001-5680-3505"},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Adriana Arango-Manrique","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Universidad del Norte, Barranquilla, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Universidad del Norte, Barranquilla, Colombia","institution_ids":["https://openalex.org/I142879360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084237755","display_name":"Luis Lopez","orcid":null},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Luis Lopez","raw_affiliation_strings":["Center for Energy Science and Technology (CEST), Skolkovo Institute of Science and Technology, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Energy Science and Technology (CEST), Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037722349","display_name":"Juan Ramirez-Ortiz","orcid":"https://orcid.org/0000-0003-2278-3934"},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Juan Ramirez-Ortiz","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Universidad del Norte, Barranquilla, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-2278-3934","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Universidad del Norte, Barranquilla, Colombia","institution_ids":["https://openalex.org/I142879360"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006455365","display_name":"Ingrid Oliveros","orcid":"https://orcid.org/0000-0002-1488-2089"},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Ingrid Oliveros","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Universidad del Norte, Barranquilla, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Universidad del Norte, Barranquilla, Colombia","institution_ids":["https://openalex.org/I142879360"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"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":0.4068,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.59615533,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"50332","last_page":"50343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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":1.0,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9983999729156494,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/demand-response","display_name":"Demand response","score":0.9154237508773804},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.6711323857307434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5980520248413086},{"id":"https://openalex.org/keywords/dynamic-demand","display_name":"Dynamic demand","score":0.5544812679290771},{"id":"https://openalex.org/keywords/frequency-response","display_name":"Frequency response","score":0.5443120002746582},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.4552920460700989},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.45166754722595215},{"id":"https://openalex.org/keywords/tariff","display_name":"Tariff","score":0.42643237113952637},{"id":"https://openalex.org/keywords/automatic-frequency-control","display_name":"Automatic frequency control","score":0.4256057143211365},{"id":"https://openalex.org/keywords/load-profile","display_name":"Load profile","score":0.41792720556259155},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3792043924331665},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.35219287872314453},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.34653329849243164},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.21844559907913208},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20278647541999817},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17505884170532227},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15188205242156982},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.07735958695411682}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.9154237508773804},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.6711323857307434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5980520248413086},{"id":"https://openalex.org/C45872418","wikidata":"https://www.wikidata.org/wiki/Q5318966","display_name":"Dynamic demand","level":3,"score":0.5544812679290771},{"id":"https://openalex.org/C8590192","wikidata":"https://www.wikidata.org/wiki/Q1054694","display_name":"Frequency response","level":2,"score":0.5443120002746582},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.4552920460700989},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.45166754722595215},{"id":"https://openalex.org/C2776060655","wikidata":"https://www.wikidata.org/wiki/Q52389","display_name":"Tariff","level":2,"score":0.42643237113952637},{"id":"https://openalex.org/C25915539","wikidata":"https://www.wikidata.org/wiki/Q220786","display_name":"Automatic frequency control","level":2,"score":0.4256057143211365},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.41792720556259155},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3792043924331665},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.35219287872314453},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.34653329849243164},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.21844559907913208},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20278647541999817},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17505884170532227},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15188205242156982},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.07735958695411682},{"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/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3069006","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3069006","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09387328.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:420c13bc6e1e4237a304c65c08f3d9d5","is_oa":true,"landing_page_url":"https://doaj.org/article/420c13bc6e1e4237a304c65c08f3d9d5","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 9, Pp 50332-50343 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3069006","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3069006","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09387328.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G7538471852","display_name":null,"funder_award_id":"57598","funder_id":"https://openalex.org/F4320309955","funder_display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)"},{"id":"https://openalex.org/G8678561397","display_name":null,"funder_award_id":"037-2018","funder_id":"https://openalex.org/F4320309955","funder_display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)"}],"funders":[{"id":"https://openalex.org/F4320309955","display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)","ror":"https://ror.org/048jthh02"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3147025153.pdf","grobid_xml":"https://content.openalex.org/works/W3147025153.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W271394661","https://openalex.org/W637287302","https://openalex.org/W1516326180","https://openalex.org/W1521492382","https://openalex.org/W1543646709","https://openalex.org/W1966864892","https://openalex.org/W1969978388","https://openalex.org/W1975404935","https://openalex.org/W1976883400","https://openalex.org/W1981510168","https://openalex.org/W1996399465","https://openalex.org/W1997898472","https://openalex.org/W1999581927","https://openalex.org/W2018007751","https://openalex.org/W2026647281","https://openalex.org/W2062912550","https://openalex.org/W2076322069","https://openalex.org/W2079918352","https://openalex.org/W2093975101","https://openalex.org/W2474081988","https://openalex.org/W2547517310","https://openalex.org/W2563096608","https://openalex.org/W2589489991","https://openalex.org/W2623547241","https://openalex.org/W2785668350","https://openalex.org/W2887967389","https://openalex.org/W2891855410","https://openalex.org/W2896335793","https://openalex.org/W2904635416","https://openalex.org/W2908571787","https://openalex.org/W2908851879","https://openalex.org/W2910520196","https://openalex.org/W2911571353","https://openalex.org/W2911958610","https://openalex.org/W2946990976","https://openalex.org/W2975367686","https://openalex.org/W3003606668","https://openalex.org/W3015649209","https://openalex.org/W3021057291","https://openalex.org/W3028263948","https://openalex.org/W3088683090","https://openalex.org/W3096420539","https://openalex.org/W3097706089","https://openalex.org/W3112625168","https://openalex.org/W3115114622","https://openalex.org/W6773563601"],"related_works":["https://openalex.org/W1966770600","https://openalex.org/W1549573481","https://openalex.org/W2539652287","https://openalex.org/W3084015222","https://openalex.org/W2550496390","https://openalex.org/W2173237427","https://openalex.org/W2392147676","https://openalex.org/W2134343461","https://openalex.org/W4386450764","https://openalex.org/W2385971484"],"abstract_inverted_index":{"This":[0,15],"paper":[1,123],"analyzes":[2],"the":[3,33,39,42,46,63,104,129,138,144,159,164,173,180,202,205,208],"potential":[4],"impact":[5],"of":[6,41,93,117,128,137,175,207],"implementing":[7],"demand":[8,25,47,89,130,157,161,176],"response":[9,26,48,90,131,177],"strategies":[10,105,178],"in":[11,32,62,121],"a":[12,20,134],"power":[13,51,57,60,150,193],"system.":[14,34],"work":[16],"aims":[17],"to":[18,22,28,72,198],"present":[19],"methodology":[21,69],"evaluate":[23],"three":[24,74],"models":[27],"reduce":[29],"frequency":[30,139,182,185],"variations":[31],"The":[35,50,169,184],"method":[36],"starts":[37],"with":[38,124,204],"modeling":[40,85],"system":[43,151],"load":[44],"and":[45,58,80,100,110,156,163,192],"strategies.":[49,91,210],"loads":[52],"are":[53,103],"modeled":[54],"through":[55,201],"active":[56],"reactive":[59],"measurements":[61],"system's":[64,181],"different":[65,125],"buses.":[66],"A":[67,114,147],"data-driven":[68],"is":[70,86,119,141,152],"proposed":[71,87,145],"obtain":[73],"profiles":[75],"that":[76,172],"simulate":[77],"residential,":[78,108],"commercial,":[79,109],"industrial":[81,111],"users'":[82],"behavior.":[83],"Mathematical":[84],"for":[88,107,143],"Time":[92],"Use":[94],"tariff,":[95],"Solar":[96],"PV":[97],"Distributed":[98],"Generation,":[99],"Load":[101],"Curtailment":[102],"used":[106],"users,":[112],"respectively.":[113],"brand-new":[115],"combination":[116],"scenarios":[118],"developed":[120],"this":[122],"penetration":[126],"levels":[127],"strategy.":[132],"Besides,":[133],"novel":[135],"analysis":[136],"profile":[140,162],"performed":[142],"scenarios.":[146],"modified":[148],"IEEE-39":[149],"proposed,":[153],"adjusting":[154],"generation":[155],"using":[158],"Colombian":[160],"generating":[165],"units'":[166],"energy":[167],"mix.":[168],"results":[170],"indicate":[171],"implementation":[174,206],"improves":[179],"profile.":[183],"drop":[186],"was":[187],"reduced":[188],"by":[189],"11.4":[190],"%,":[191],"generator":[194],"units":[195],"released":[196],"up":[197],"2.1":[199],"GWh":[200],"day":[203],"DR":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
