{"id":"https://openalex.org/W2017069644","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251162","title":"Advanced predictive models towards PV energy integration in smart grid","display_name":"Advanced predictive models towards PV energy integration in smart grid","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2017069644","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251162","mag":"2017069644"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2012.6251162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1268629","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003164258","display_name":"Francesco Grimaccia","orcid":"https://orcid.org/0000-0003-2568-9927"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesco Grimaccia","raw_affiliation_strings":["Energy Department, Politecnico di Milano, Milano, Italy","Politecnico di Milano, Energy Department, 20156 - Italy"],"affiliations":[{"raw_affiliation_string":"Energy Department, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Politecnico di Milano, Energy Department, 20156 - Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017956294","display_name":"Marco Mussetta","orcid":"https://orcid.org/0000-0002-1005-3224"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Mussetta","raw_affiliation_strings":["Energy Department, Politecnico di Milano, Milano, Italy","Politecnico di Milano, Energy Department, 20156 - Italy"],"affiliations":[{"raw_affiliation_string":"Energy Department, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Politecnico di Milano, Energy Department, 20156 - Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010741244","display_name":"Riccardo E. Zich","orcid":"https://orcid.org/0000-0003-1845-0811"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo E. Zich","raw_affiliation_strings":["Energy Department, Politecnico di Milano, Milano, Italy","Politecnico di Milano, Energy Department, 20156 - Italy"],"affiliations":[{"raw_affiliation_string":"Energy Department, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Politecnico di Milano, Energy Department, 20156 - Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003164258"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.9971,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.7812569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9990000128746033,"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":0.7054678201675415},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.7015721201896667},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6584200859069824},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6444226503372192},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6170130968093872},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5389614105224609},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4620354473590851},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4541388154029846},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4150215685367584},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35038208961486816},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.34102314710617065},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3370688557624817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26120465993881226},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22058549523353577},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11788848042488098},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08827278017997742}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7054678201675415},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7015721201896667},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6584200859069824},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6444226503372192},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6170130968093872},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5389614105224609},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4620354473590851},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4541388154029846},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4150215685367584},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35038208961486816},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.34102314710617065},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3370688557624817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26120465993881226},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22058549523353577},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11788848042488098},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08827278017997742},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/fuzz-ieee.2012.6251162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/667025","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/667025","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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"},{"id":"pmh:oai:zenodo.org:1268629","is_oa":true,"landing_page_url":"https://zenodo.org/record/1268629","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1268629","is_oa":true,"landing_page_url":"https://zenodo.org/record/1268629","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8799999952316284,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1967334634","https://openalex.org/W1985558427","https://openalex.org/W2016388131","https://openalex.org/W2041065069","https://openalex.org/W2045222234","https://openalex.org/W2046387885","https://openalex.org/W2075795701","https://openalex.org/W2107186460","https://openalex.org/W2110410858","https://openalex.org/W2127404166","https://openalex.org/W2136382126","https://openalex.org/W2136440841","https://openalex.org/W2138128951","https://openalex.org/W2149692558","https://openalex.org/W2151767444","https://openalex.org/W2160955601","https://openalex.org/W2164099269","https://openalex.org/W2165301053","https://openalex.org/W2171697319","https://openalex.org/W2293946700","https://openalex.org/W2371983024","https://openalex.org/W2528370850","https://openalex.org/W4253226372","https://openalex.org/W4285719527","https://openalex.org/W6708326708"],"related_works":["https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W2766130412","https://openalex.org/W2382628689","https://openalex.org/W2526730640","https://openalex.org/W2351171996","https://openalex.org/W2983370139","https://openalex.org/W2057543190","https://openalex.org/W2131954728"],"abstract_inverted_index":{"Computational":[0],"techniques":[1,64],"play":[2],"an":[3],"important":[4],"role":[5,95],"in":[6,10,109],"most":[7],"engineering":[8],"problems":[9,13],"which":[11],"optimization":[12],"have":[14],"to":[15,37,104,119],"be":[16,38,46],"faced.":[17],"Renewable":[18],"energy":[19,27,67],"operations":[20,32,111],"represent":[21],"one":[22],"of":[23,78,96],"these":[24,97],"cases":[25],"where":[26,112],"transfer":[28],"and":[29,33,51,75,100,107],"storage,":[30],"real-time":[31],"consumption":[34],"profiles":[35],"need":[36],"optimized.":[39],"In":[40,54],"this":[41,55,79],"context":[42],"renewable":[43],"sources":[44],"can":[45,65,82],"managed":[47],"using":[48,61],"evolutionary":[49],"computation":[50],"other":[52],"tools.":[53],"light":[56],"artificial":[57],"neural":[58],"network":[59],"solution":[60],"fuzzy":[62],"logic":[63],"estimate":[66],"flows":[68],"basing":[69],"their":[70],"estimation":[71],"on":[72],"weather":[73],"forecast,":[74],"the":[76,87,94,105,110],"knowledge":[77],"event-driven":[80],"variability":[81,106],"encourage":[83],"photovoltaic":[84],"integration":[85],"with":[86],"electric":[88],"power":[89],"system.":[90],"This":[91],"article":[92],"discusses":[93],"computational":[98],"tools":[99],"some":[101],"issues":[102],"related":[103],"uncertainty":[108],"PV":[113],"plants":[114],"are":[115],"potentially":[116],"fully":[117],"connected":[118],"a":[120],"smart":[121],"grid":[122],"future":[123],"scenario.":[124]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
