{"id":"https://openalex.org/W2965239878","doi":"https://doi.org/10.1007/978-3-030-26633-2_1","title":"Non-linear Autoregressive Neural Networks to Forecast Short-Term Solar Radiation for Photovoltaic Energy Predictions","display_name":"Non-linear Autoregressive Neural Networks to Forecast Short-Term Solar Radiation for Photovoltaic Energy Predictions","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2965239878","doi":"https://doi.org/10.1007/978-3-030-26633-2_1","mag":"2965239878"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-26633-2_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26633-2_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5046819248","display_name":"Alessandro Aliberti","orcid":"https://orcid.org/0000-0001-8828-608X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Aliberti","raw_affiliation_strings":["Department of Control and Computer Engineering, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074519364","display_name":"Lorenzo Bottaccioli","orcid":"https://orcid.org/0000-0001-7445-3975"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Bottaccioli","raw_affiliation_strings":["Department of Control and Computer Engineering, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010351972","display_name":"Giansalvo Cirrincione","orcid":"https://orcid.org/0000-0002-2894-4164"},"institutions":[{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Giansalvo Cirrincione","raw_affiliation_strings":["Universite de Picardie Jules Verne, Amiens, France"],"affiliations":[{"raw_affiliation_string":"Universite de Picardie Jules Verne, Amiens, France","institution_ids":["https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005432629","display_name":"Enrico Macii","orcid":"https://orcid.org/0000-0001-9046-5618"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Macii","raw_affiliation_strings":["Interuniversity Department of Regional and Urban Studies and Planning, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Interuniversity Department of Regional and Urban Studies and Planning, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031653904","display_name":"Andrea Acquaviva","orcid":"https://orcid.org/0000-0002-7323-759X"},"institutions":[{"id":"https://openalex.org/I4210098188","display_name":"Laboratori Guglielmo Marconi (Italy)","ror":"https://ror.org/01r3vad87","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210098188"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Acquaviva","raw_affiliation_strings":["Department of Electrical, Electronic, and Information Engineering \u201cGuglielmo Marconi\u201d, Universit\u00e0 di Bologna, Bologna, Italy","Department of Electrical, Electronic, and Information Engineering \"Guglielmo Marconi\", Universit\u00e0 di Bologna, Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering \u201cGuglielmo Marconi\u201d, Universit\u00e0 di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I4210098188","https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering \"Guglielmo Marconi\", Universit\u00e0 di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I4210098188","https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049181393","display_name":"Edoardo Patti","orcid":"https://orcid.org/0000-0002-6043-6477"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Edoardo Patti","raw_affiliation_strings":["Department of Control and Computer Engineering, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5046819248"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.5513,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67906977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9998000264167786,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9991000294685364,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.748047947883606},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.7342036366462708},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.6831262111663818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6557634472846985},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6097277402877808},{"id":"https://openalex.org/keywords/irradiance","display_name":"Irradiance","score":0.5027298927307129},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4887254238128662},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.4668344557285309},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4514344334602356},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4415721297264099},{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"Solar irradiance","score":0.4248446822166443},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.41235360503196716},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3675083518028259},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.35938963294029236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21324756741523743},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1736622154712677},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16034817695617676},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.10956910252571106},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09222826361656189},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09012201428413391}],"concepts":[{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.748047947883606},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7342036366462708},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6831262111663818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6557634472846985},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6097277402877808},{"id":"https://openalex.org/C46423501","wikidata":"https://www.wikidata.org/wiki/Q830654","display_name":"Irradiance","level":2,"score":0.5027298927307129},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4887254238128662},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.4668344557285309},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4514344334602356},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4415721297264099},{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.4248446822166443},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.41235360503196716},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3675083518028259},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.35938963294029236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21324756741523743},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1736622154712677},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16034817695617676},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.10956910252571106},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09222826361656189},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09012201428413391},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-26633-2_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26633-2_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05409707v1","is_oa":false,"landing_page_url":"https://u-picardie.hal.science/hal-05409707","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"Smart Cities, Green Technologies and Intelligent Transport Systems. SMARTGREENS VEHITS 2018, Mar 2018, Funchal-Madeira, Portugal. pp.3-22, &#x27E8;10.1007/978-3-030-26633-2_1&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W191220328","https://openalex.org/W612777696","https://openalex.org/W649951324","https://openalex.org/W782269322","https://openalex.org/W1522237958","https://openalex.org/W1535260033","https://openalex.org/W1570448133","https://openalex.org/W1581066146","https://openalex.org/W1655550202","https://openalex.org/W1802825888","https://openalex.org/W1825077972","https://openalex.org/W1845051632","https://openalex.org/W1855258198","https://openalex.org/W1856575210","https://openalex.org/W1967063339","https://openalex.org/W1975404935","https://openalex.org/W1987505752","https://openalex.org/W1987557628","https://openalex.org/W1993687984","https://openalex.org/W1994688525","https://openalex.org/W2025003514","https://openalex.org/W2036104946","https://openalex.org/W2067578568","https://openalex.org/W2080112347","https://openalex.org/W2082291889","https://openalex.org/W2089487480","https://openalex.org/W2095705004","https://openalex.org/W2098841048","https://openalex.org/W2111369274","https://openalex.org/W2132560759","https://openalex.org/W2167101736","https://openalex.org/W2168087114","https://openalex.org/W2168431040","https://openalex.org/W2171800554","https://openalex.org/W2243137899","https://openalex.org/W2313953460","https://openalex.org/W2340358955","https://openalex.org/W2343276146","https://openalex.org/W2408476250","https://openalex.org/W2489292218","https://openalex.org/W2501040921","https://openalex.org/W2518732252","https://openalex.org/W2569349941","https://openalex.org/W2569552917","https://openalex.org/W2603370636","https://openalex.org/W2613952322","https://openalex.org/W2725450073","https://openalex.org/W2728073923","https://openalex.org/W2741172188","https://openalex.org/W2768649190","https://openalex.org/W2794725805","https://openalex.org/W2798056406","https://openalex.org/W2896916590","https://openalex.org/W3146166473","https://openalex.org/W4229539396","https://openalex.org/W4238848703","https://openalex.org/W4241115065","https://openalex.org/W4241279432","https://openalex.org/W4249028950","https://openalex.org/W4251197426","https://openalex.org/W4285719527","https://openalex.org/W4292081177"],"related_works":["https://openalex.org/W3104379783","https://openalex.org/W1530649511","https://openalex.org/W2131174359","https://openalex.org/W4322211974","https://openalex.org/W2104775196","https://openalex.org/W2884263184","https://openalex.org/W2995848355","https://openalex.org/W1749313231","https://openalex.org/W4293569381","https://openalex.org/W4237384040"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
