{"id":"https://openalex.org/W3017320311","doi":"https://doi.org/10.1109/icit45562.2020.9067233","title":"Statistical analysis ANOVA and MANOVA of irradiation and temperature database for photovoltaic systems","display_name":"Statistical analysis ANOVA and MANOVA of irradiation and temperature database for photovoltaic systems","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3017320311","doi":"https://doi.org/10.1109/icit45562.2020.9067233","mag":"3017320311"},"language":"en","primary_location":{"id":"doi:10.1109/icit45562.2020.9067233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit45562.2020.9067233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Industrial Technology (ICIT)","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/A5020650107","display_name":"Lucas Ramos Tavares","orcid":"https://orcid.org/0000-0002-4759-4067"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Ramos Tavares","raw_affiliation_strings":["Institute of Mathematics, Statistics and Scientific Computing, University of Campinas, Campinas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics, Statistics and Scientific Computing, University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069653054","display_name":"Tatiane Costa","orcid":"https://orcid.org/0000-0002-5434-0102"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tatiane S. Costa","raw_affiliation_strings":["School of Electrical and Computer Engineering (FEEC), University of Campinas (UNICAMP), Campinas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering (FEEC), University of Campinas (UNICAMP), Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032392758","display_name":"Karen Barbosa de Melo","orcid":"https://orcid.org/0000-0002-9377-8019"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Karen Barbosa de Melo","raw_affiliation_strings":["School of Electrical and Computer Engineering (FEEC), University of Campinas (UNICAMP), Campinas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering (FEEC), University of Campinas (UNICAMP), Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001756391","display_name":"Joao Lucas de S. Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joao Lucas de S. Silva","raw_affiliation_strings":["School of Electrical and Computer Engineering (FEEC), University of Campinas (UNICAMP), Campinas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering (FEEC), University of Campinas (UNICAMP), Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036252427","display_name":"Marcelo Gradella Villalva","orcid":"https://orcid.org/0000-0003-1654-2173"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo G. Villalva","raw_affiliation_strings":["School of Electrical and Computer Engineering (FEEC), University of Campinas (UNICAMP), Campinas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering (FEEC), University of Campinas (UNICAMP), Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":0.1354,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.53534083,"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":"554","last_page":"559"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9739000201225281,"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"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9430999755859375,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multivariate-analysis-of-variance","display_name":"Multivariate analysis of variance","score":0.9408329725265503},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.7410054206848145},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6407521963119507},{"id":"https://openalex.org/keywords/analysis-of-variance","display_name":"Analysis of variance","score":0.6322765946388245},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.582552969455719},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4754980504512787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45693933963775635},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.44425442814826965},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.4268397092819214},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.40637898445129395},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3277367949485779},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29823940992355347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21558871865272522},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1430995762348175}],"concepts":[{"id":"https://openalex.org/C192424360","wikidata":"https://www.wikidata.org/wiki/Q929408","display_name":"Multivariate analysis of variance","level":2,"score":0.9408329725265503},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7410054206848145},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6407521963119507},{"id":"https://openalex.org/C99476002","wikidata":"https://www.wikidata.org/wiki/Q42297","display_name":"Analysis of variance","level":2,"score":0.6322765946388245},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.582552969455719},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4754980504512787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45693933963775635},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.44425442814826965},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.4268397092819214},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.40637898445129395},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3277367949485779},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29823940992355347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21558871865272522},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1430995762348175},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit45562.2020.9067233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit45562.2020.9067233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Industrial Technology (ICIT)","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":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1593531807","https://openalex.org/W2112440119","https://openalex.org/W2146539683","https://openalex.org/W2149231138","https://openalex.org/W2498923140","https://openalex.org/W2609199195","https://openalex.org/W2904204482","https://openalex.org/W2913832610","https://openalex.org/W2976400346","https://openalex.org/W2993242773","https://openalex.org/W4298870207","https://openalex.org/W4389128583","https://openalex.org/W6635470147"],"related_works":["https://openalex.org/W2079488746","https://openalex.org/W2049007670","https://openalex.org/W2371153315","https://openalex.org/W1514528489","https://openalex.org/W4385587228","https://openalex.org/W4246053207","https://openalex.org/W2495283262","https://openalex.org/W4381195034","https://openalex.org/W2064913217","https://openalex.org/W2433882952"],"abstract_inverted_index":{"Photovoltaic":[0],"solar":[1,44],"energy":[2],"has":[3],"been":[4],"exploited":[5],"as":[6,77],"a":[7,17,62],"solution":[8],"to":[9,39,128],"meet":[10],"the":[11,28,41,51,58,88,93,129],"growing":[12],"demand":[13],"for":[14,98,111],"electricity":[15],"through":[16],"renewable":[18],"source":[19],"of":[20,24,30,79,90,95],"energy.":[21],"Optimized":[22],"simulations":[23],"photovoltaic":[25],"systems":[26],"require":[27],"use":[29],"accurate":[31],"solarimetric":[32,64],"and":[33,46,54,83,113],"climate":[34],"data.":[35,118,131],"This":[36],"paper":[37,120],"aims":[38],"compare":[40],"difference":[42],"in":[43,67,108],"radiation":[45],"temperature":[47,112],"data":[48,59,115,125],"provided":[49],"by":[50,61],"NASA":[52,123],"SSE":[53,124],"Meteonorm":[55],"databases":[56],"with":[57,92,116],"measured":[60],"real":[63],"station":[65],"installed":[66],"Campinas,":[68],"Brazil.":[69],"Analyzes":[70],"were":[71],"performed":[72],"using":[73],"statistical":[74],"methods":[75],"such":[76],"analysis":[78,110],"variance":[80],"from":[81],"ANOVA":[82],"MANOVA.":[84],"The":[85,119],"analyzes":[86],"present":[87],"hypothesis":[89],"equality":[91],"significance":[94],"95":[96],"%":[97],"each":[99],"case":[100],"is":[101,126],"not":[102],"rejected.":[103],"Hypothesis":[104],"rejection":[105],"results":[106],"occur":[107],"MANOVA":[109],"irradiation":[114],"daily":[117],"concludes":[121],"that":[122],"closest":[127],"actual":[130]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
