{"id":"https://openalex.org/W2768737703","doi":"https://doi.org/10.5220/0006514903280337","title":"ANFIS Synthesis by Clustering for Microgrids EMS Design","display_name":"ANFIS Synthesis by Clustering for Microgrids EMS Design","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2768737703","doi":"https://doi.org/10.5220/0006514903280337","mag":"2768737703"},"language":"en","primary_location":{"id":"doi:10.5220/0006514903280337","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006514903280337","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 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006514903280337","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035572615","display_name":"Stefano Leonori","orcid":"https://orcid.org/0000-0001-7997-952X"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Stefano Leonori","raw_affiliation_strings":["University of Rome \"La Sapienza\", Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"University of Rome \"La Sapienza\", Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184 Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102864628","display_name":"Alessio Martino","orcid":"https://orcid.org/0000-0003-1730-5436"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Martino","raw_affiliation_strings":["University of Rome \"La Sapienza\", Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"University of Rome \"La Sapienza\", Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184 Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025282612","display_name":"Antonello Rizzi","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonello Rizzi","raw_affiliation_strings":["University of Rome \"La Sapienza\", Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"University of Rome \"La Sapienza\", Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184 Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085653924","display_name":"Fabio Massimo Frattale Mascioli","orcid":"https://orcid.org/0000-0002-3748-5019"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Massimo Frattale Mascioli","raw_affiliation_strings":["University of Rome \"La Sapienza\", Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"University of Rome \"La Sapienza\", Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184 Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035572615"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":1.8104,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.86328367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9140999913215637,"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"}},"topics":[{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9140999913215637,"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/cluster-analysis","display_name":"Cluster analysis","score":0.727656364440918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5991686582565308},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5913702249526978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25620976090431213},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.09748786687850952}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.727656364440918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5991686582565308},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5913702249526978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25620976090431213},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.09748786687850952},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0006514903280337","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006514903280337","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 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.luiss.it:11385/214585","is_oa":true,"landing_page_url":"http://www.scitepress.org/PublicationsDetail.aspx?ID=Htc7JcZzUys=&t=1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196446","display_name":"IRIS - Institutional Research Information System (Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56441308","host_organization_name":"Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli","host_organization_lineage":["https://openalex.org/I56441308"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.uniroma1.it:11573/1032499","is_oa":false,"landing_page_url":"http://hdl.handle.net/11573/1032499","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0006514903280337","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006514903280337","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 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1980364886","https://openalex.org/W1981109478","https://openalex.org/W1981421335","https://openalex.org/W2019207321","https://openalex.org/W2039320220","https://openalex.org/W2051224630","https://openalex.org/W2074513827","https://openalex.org/W2083620785","https://openalex.org/W2105535594","https://openalex.org/W2127218421","https://openalex.org/W2131512356","https://openalex.org/W2132932042","https://openalex.org/W2150593711","https://openalex.org/W2152938561","https://openalex.org/W2168530688","https://openalex.org/W2339091298","https://openalex.org/W2341721993","https://openalex.org/W2558100943","https://openalex.org/W2568135315","https://openalex.org/W2597766798","https://openalex.org/W2748038882"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2389800468","https://openalex.org/W4390103748","https://openalex.org/W2763641192","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W3162202563","https://openalex.org/W2377425550"],"abstract_inverted_index":{"Microgrids":[0],"(MGs)":[1],"play":[2],"a":[3,54,94,99,148,155],"crucial":[4],"role":[5],"for":[6,58,93],"the":[7,18,39,44,83,123,131,135,139,160,163,176,191],"development":[8],"of":[9,41,87,178],"Smart":[10],"Grids.":[11],"They":[12],"are":[13,171],"conceived":[14],"to":[15,24,30,43,116,129,190],"intelligently":[16],"integrate":[17],"generation":[19],"from":[20],"Distributed":[21],"Energy":[22,89,108],"Resources,":[23],"improve":[25],"Demand":[26],"Response":[27],"(DR)":[28],"services,":[29],"reduce":[31],"pollutant":[32],"emissions":[33],"and":[34,73,106,162],"curtail":[35],"power":[36,101],"losses,":[37],"assuring":[38],"continuity":[40],"services":[42],"loads":[45],"as":[46],"well.":[47],"In":[48],"this":[49],"work":[50],"it":[51],"is":[52,82,114,145,185],"proposed":[53],"novel":[55],"synthesis":[56],"procedure":[57],"modelling":[59],"an":[60,88,103,107],"Adaptive":[61],"Neuro-Fuzzy":[62],"Inference":[63],"System":[64,91,110],"(ANFIS)":[65],"featured":[66],"by":[67,121,134,195],"multivariate":[68],"Gaussian":[69],"Membership":[70],"Functions":[71],"(MFs)":[72],"first":[74],"order":[75,128],"Takagi-Sugeno":[76],"rules.":[77],"The":[78,112,142],"Fuzzy":[79],"Rule":[80],"Base":[81],"core":[84],"inference":[85],"engine":[86],"Management":[90],"(EMS)":[92],"grid-connected":[95],"MG":[96],"equipped":[97],"with":[98,138,188],"photovoltaic":[100],"plant,":[102],"aggregated":[104],"load":[105],"Storage":[109],"(ESS).":[111],"EMS":[113,144],"designed":[115],"operate":[117],"in":[118,127,198],"real":[119],"time":[120],"defining":[122],"ESS":[124],"energy":[125,136],"flow":[126],"maximize":[130],"revenues":[132],"generated":[133],"trade":[137],"distribution":[140],"grid.":[141],"ANFIS":[143],"synthesized":[146],"through":[147],"data":[149],"driven":[150],"approach":[151],"that":[152,175],"relies":[153],"on":[154,181],"clustering":[156,169],"algorithm":[157],"which":[158],"defines":[159],"MFs":[161],"rule":[164],"consequent":[165],"hyperplanes.":[166],"Moreover,":[167],"three":[168],"algorithms":[170],"investigated.":[172],"Results":[173],"show":[174],"adoption":[177],"k-medoids":[179],"based":[180],"Mahalanobis":[182],"(dis)similarity":[183],"measure":[184],"more":[186],"efficient":[187],"respect":[189],"k-means,":[192],"although":[193],"affected":[194],"some":[196],"variety":[197],"clusters":[199],"composition.":[200]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
