{"id":"https://openalex.org/W2774853190","doi":"https://doi.org/10.1109/iecon.2017.8217316","title":"Towards an aggregator that exploits big data to bid on frequency containment reserve market","display_name":"Towards an aggregator that exploits big data to bid on frequency containment reserve market","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2774853190","doi":"https://doi.org/10.1109/iecon.2017.8217316","mag":"2774853190"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2017.8217316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2017.8217316","pdf_url":null,"source":{"id":"https://openalex.org/S4363608531","display_name":"IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.aalto.fi/en/publications/f36bbb5b-df24-44bc-9f94-80756f133e5f","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063958586","display_name":"Christian Giovanelli","orcid":"https://orcid.org/0000-0002-8406-1905"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI","JP"],"is_corresponding":true,"raw_author_name":"Christian Giovanelli","raw_affiliation_strings":["Department of Electrical Engineering and Automation, School of Electrical Engineering Aalto University, Espoo, Finland","National Institute of Informatics, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Automation, School of Electrical Engineering Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011513741","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0002-2336-7409"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036831094","display_name":"Seppo Sierla","orcid":"https://orcid.org/0000-0002-0402-315X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Seppo Sierla","raw_affiliation_strings":["Department of Electrical Engineering and Automation, School of Electrical Engineering Aalto University, Espoo, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Automation, School of Electrical Engineering Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008070913","display_name":"Valeriy Vyatkin","orcid":null},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Valeriy Vyatkin","raw_affiliation_strings":["SRT, Lule\u00e5 University of Technology, Sweden"],"affiliations":[{"raw_affiliation_string":"SRT, Lule\u00e5 University of Technology, Sweden","institution_ids":["https://openalex.org/I190632392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081854769","display_name":"Ryutaro Ichise","orcid":"https://orcid.org/0000-0001-8474-0150"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryutaro Ichise","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063958586"],"corresponding_institution_ids":["https://openalex.org/I184597095","https://openalex.org/I9927081"],"apc_list":null,"apc_paid":null,"fwci":3.1665,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92090189,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"7514","last_page":"7519"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9988999962806702,"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":0.9988999962806702,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9861000180244446,"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/T10424","display_name":"Electric Power System Optimization","score":0.9853000044822693,"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/news-aggregator","display_name":"News aggregator","score":0.9249586462974548},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7945646643638611},{"id":"https://openalex.org/keywords/containment","display_name":"Containment (computer programming)","score":0.5946521759033203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5443550944328308},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4683610200881958},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.261191189289093},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16400977969169617},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07338878512382507}],"concepts":[{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.9249586462974548},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7945646643638611},{"id":"https://openalex.org/C2777019822","wikidata":"https://www.wikidata.org/wiki/Q390066","display_name":"Containment (computer programming)","level":2,"score":0.5946521759033203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5443550944328308},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4683610200881958},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.261191189289093},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16400977969169617},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07338878512382507},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iecon.2017.8217316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2017.8217316","pdf_url":null,"source":{"id":"https://openalex.org/S4363608531","display_name":"IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/35355","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/f36bbb5b-df24-44bc-9f94-80756f133e5f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/35355","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/f36bbb5b-df24-44bc-9f94-80756f133e5f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8299999833106995,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W33911032","https://openalex.org/W1677486264","https://openalex.org/W1982948489","https://openalex.org/W2002541641","https://openalex.org/W2016166216","https://openalex.org/W2028788479","https://openalex.org/W2072230340","https://openalex.org/W2089217930","https://openalex.org/W2105624819","https://openalex.org/W2119821739","https://openalex.org/W2122450421","https://openalex.org/W2125223451","https://openalex.org/W2126831543","https://openalex.org/W2128420091","https://openalex.org/W2137226992","https://openalex.org/W2143170985","https://openalex.org/W2149706766","https://openalex.org/W2158706071","https://openalex.org/W2169539087","https://openalex.org/W2343935207","https://openalex.org/W2396360441","https://openalex.org/W2559848030","https://openalex.org/W2568903799","https://openalex.org/W3150435615","https://openalex.org/W4236137412","https://openalex.org/W4239510810","https://openalex.org/W4249358576","https://openalex.org/W6637355723","https://openalex.org/W6680532697","https://openalex.org/W6731493449"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3036238356","https://openalex.org/W2767445978","https://openalex.org/W2603387358","https://openalex.org/W2570892890","https://openalex.org/W3092831610","https://openalex.org/W2012785328","https://openalex.org/W2015184777","https://openalex.org/W17155033","https://openalex.org/W962287279"],"abstract_inverted_index":{"The":[0,55],"increased":[1],"penetration":[2],"of":[3,39,61,118,140,156,159],"distributed":[4],"and":[5,29,46,108,110,148],"volatile":[6],"renewable":[7],"generation":[8],"requires":[9],"the":[10,37,62,70,76,79,95,101,105,112,116,119,133,138,141,150,151,154,160],"demand-side":[11],"to":[12,35,44,74,129],"be":[13,130],"actively":[14],"involved":[15],"in":[16,25,78],"energy":[17,53,56],"balancing":[18],"operations.":[19],"This":[20],"paper":[21],"proposes":[22],"a":[23,40,50,86,157],"solution":[24],"which":[26],"big":[27],"data":[28],"machine":[30],"learning":[31],"methods":[32,128,143],"are":[33],"employed":[34],"enhance":[36],"capabilities":[38],"Virtual":[41,87],"Power":[42,88],"Plant":[43],"participate":[45],"intelligently":[47],"bid":[48],"into":[49],"demand":[51],"response":[52],"market.":[54,66],"market":[57,83],"being":[58],"investigated":[59],"consists":[60],"frequency":[63,80,96],"containment":[64,81,97],"reserve":[65,82,98],"First,":[67],"we":[68,91,123,136],"define":[69],"core":[71],"decision-making":[72],"required":[73],"overcome":[75],"uncertainties":[77],"participation":[84],"for":[85,100,115,132],"Plant.":[89],"Then,":[90],"focus":[92],"on":[93],"forecasting":[94],"prices":[99],"day-ahead.":[102],"We":[103],"analyze":[104],"price":[106],"data,":[107],"identify":[109],"collect":[111],"relevant":[113],"features":[114],"prediction":[117],"prices.":[120],"In":[121],"addition,":[122],"select":[124],"several":[125,146],"regression":[126],"analysis":[127],"utilized":[131],"prediction.":[134],"Finally,":[135],"evaluate":[137],"performance":[139,152,155],"implemented":[142],"by":[144],"executing":[145],"experiments,":[147],"compare":[149],"with":[153],"state":[158],"art":[161],"autoregression":[162],"method.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
