{"id":"https://openalex.org/W2786153091","doi":"https://doi.org/10.1109/ssci.2017.8285201","title":"Clustering optimization of distributed energy resources in support of an aggregator","display_name":"Clustering optimization of distributed energy resources in support of an aggregator","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2786153091","doi":"https://doi.org/10.1109/ssci.2017.8285201","mag":"2786153091"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2017.8285201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8285201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-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/A5058622255","display_name":"Jo\u00e3o Sp\u00ednola","orcid":null},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao Spinola","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP/IPP-Polytechnic of Porto, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP/IPP-Polytechnic of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062416754","display_name":"Ricardo Faia","orcid":"https://orcid.org/0000-0002-1053-7720"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ricardo Faia","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP/IPP-Polytechnic of Porto, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP/IPP-Polytechnic of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075632890","display_name":"Pedro Faria","orcid":"https://orcid.org/0000-0002-5982-8342"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Faria","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP/IPP-Polytechnic of Porto, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP/IPP-Polytechnic of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089283900","display_name":"Zita Vale","orcid":"https://orcid.org/0000-0002-4560-9544"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Zita Vale","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP/IPP-Polytechnic of Porto, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP/IPP-Polytechnic of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83863532"],"apc_list":null,"apc_paid":null,"fwci":0.5847,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.71675213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9993000030517578,"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":0.9993000030517578,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.9424898624420166},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.762677013874054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7047520279884338},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.44911256432533264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20492613315582275},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12982907891273499},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08680322766304016}],"concepts":[{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.9424898624420166},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.762677013874054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7047520279884338},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.44911256432533264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20492613315582275},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12982907891273499},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08680322766304016}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci.2017.8285201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8285201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W617464153","https://openalex.org/W1594924988","https://openalex.org/W1649805366","https://openalex.org/W1786686177","https://openalex.org/W1979451309","https://openalex.org/W1983820316","https://openalex.org/W1984016960","https://openalex.org/W2008544824","https://openalex.org/W2037422242","https://openalex.org/W2051878279","https://openalex.org/W2085507107","https://openalex.org/W2109364787","https://openalex.org/W2141829968","https://openalex.org/W2153233077","https://openalex.org/W2185620061","https://openalex.org/W2240036398","https://openalex.org/W2322815839","https://openalex.org/W2327418893","https://openalex.org/W2466438279","https://openalex.org/W2494920139","https://openalex.org/W2557142535","https://openalex.org/W2578882176"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3036238356","https://openalex.org/W2603387358","https://openalex.org/W2767445978","https://openalex.org/W2570892890","https://openalex.org/W3092831610","https://openalex.org/W4206057490","https://openalex.org/W962287279","https://openalex.org/W3112734853","https://openalex.org/W2012785328"],"abstract_inverted_index":{"Power":[0],"systems":[1],"have":[2],"witnessed":[3],"a":[4,42,59,71,127],"gradual":[5],"increase":[6],"of":[7,12,20,51,76,106,110,132,141,153],"the":[8,17,46,63,74,83,92,104,143,150,154],"relevance":[9],"and":[10,82,108,138],"number":[11,109],"energy":[13,22,24,54,80,107,151],"aggregators.":[14],"Moreover,":[15],"with":[16,119],"large-scale":[18],"installation":[19],"distributed":[21,53,136],"resources,":[23],"aggregators":[25,77],"integrate":[26],"several":[27],"features":[28],"that":[29,85,94],"can":[30],"improve":[31],"power":[32],"system's":[33],"operation.":[34],"The":[35,49,100,122],"present":[36],"paper":[37],"addresses":[38],"this":[39],"topic":[40],"through":[41,58],"clustering":[43],"optimization":[44],"for":[45,91],"aggregator's":[47],"scheduling.":[48],"costs":[50,152],"aggregated":[52],"resources":[55,111],"are":[56],"minimized":[57],"group":[60,113],"tariff,":[61],"i.e.":[62],"same":[64],"tariff":[65],"is":[66,124],"applied":[67],"to":[68],"all":[69],"within":[70],"group.":[72],"Given":[73],"context":[75],"participating":[78],"in":[79,126,149],"markets":[81],"requirements":[84],"it":[86,97],"involves,":[87],"often":[88],"compose":[89],"issues":[90],"aggregator":[93],"may":[95],"prevent":[96],"from":[98],"participating.":[99],"proposed":[101],"algorithm":[102,123],"guarantees":[103],"amount":[105],"by":[112,115],"needed,":[114],"using":[116],"metaheuristics":[117],"combined":[118],"\u00bf-means":[120],"clustering.":[121],"tested":[125],"day-ahead":[128],"case":[129],"study":[130],"composed":[131],"20,310":[133],"consumers,":[134],"548":[135],"generators,":[137],"10":[139],"retailers,":[140],"which,":[142],"obtained":[144],"results":[145],"show":[146],"an":[147],"improvement":[148],"aggregator.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
