{"id":"https://openalex.org/W1483983982","doi":"https://doi.org/10.3233/ifs-120727","title":"Performance evaluation of stand alone solar photovoltaic system using ANFIS predicted solar radiation: An experimental case study","display_name":"Performance evaluation of stand alone solar photovoltaic system using ANFIS predicted solar radiation: An experimental case study","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1483983982","doi":"https://doi.org/10.3233/ifs-120727","mag":"1483983982"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-120727","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-120727","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5046024140","display_name":"T. R. Sumithira","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"T.R. Sumithira","raw_affiliation_strings":["Faculty of Electrical and Electronics Engineering, KSR College of Engineering, Tiruchengodu, India","Faculty of Electrical and Electronics Engineering, KSR College of Engineering, Tiruchengodu, India#TAB#"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Electronics Engineering, KSR College of Engineering, Tiruchengodu, India","institution_ids":[]},{"raw_affiliation_string":"Faculty of Electrical and Electronics Engineering, KSR College of Engineering, Tiruchengodu, India#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100638410","display_name":"Akshay Kumar","orcid":"https://orcid.org/0000-0003-3523-3122"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Nirmal Kumar","raw_affiliation_strings":["Faculty of Electrical and Electronics Engineering, Info Institute of Engineering, Annur, Tamilnadu, India","Faculty of Electrical and Electronics Engineering, Info Institute of Engineering, Annur, Tamilnadu, India#TAB#"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Electronics Engineering, Info Institute of Engineering, Annur, Tamilnadu, India","institution_ids":[]},{"raw_affiliation_string":"Faculty of Electrical and Electronics Engineering, Info Institute of Engineering, Annur, Tamilnadu, India#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046024140"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0564233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"26","issue":"1","first_page":"203","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9995999932289124,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9994999766349792,"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":0.9959999918937683,"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/photovoltaic-system","display_name":"Photovoltaic system","score":0.7787265777587891},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5695545673370361},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5474574565887451},{"id":"https://openalex.org/keywords/radiation","display_name":"Radiation","score":0.5402552485466003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3588727116584778},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1290389597415924},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12637114524841309},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12342998385429382},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12299790978431702},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09888383746147156}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7787265777587891},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5695545673370361},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5474574565887451},{"id":"https://openalex.org/C153385146","wikidata":"https://www.wikidata.org/wiki/Q18335","display_name":"Radiation","level":2,"score":0.5402552485466003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3588727116584778},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1290389597415924},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12637114524841309},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12342998385429382},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12299790978431702},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09888383746147156},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.0},{"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":1,"locations":[{"id":"doi:10.3233/ifs-120727","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-120727","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.75,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1973749437","https://openalex.org/W1982661931","https://openalex.org/W1996403393","https://openalex.org/W2011537488","https://openalex.org/W2019207321","https://openalex.org/W2020532334","https://openalex.org/W2035542086","https://openalex.org/W2047450234","https://openalex.org/W2054398759","https://openalex.org/W2067448312","https://openalex.org/W2073599153","https://openalex.org/W2076453779","https://openalex.org/W2116726091","https://openalex.org/W2126046182","https://openalex.org/W2134696241","https://openalex.org/W2284274593"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2389800468","https://openalex.org/W2763641192","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W3162202563","https://openalex.org/W2377425550","https://openalex.org/W3006331445"],"abstract_inverted_index":{"In":[0,63],"South":[1],"India,":[2],"Tamil":[3,48],"Nadu":[4,49],"has":[5],"enormous":[6],"solar":[7,21,44,75,123,140],"potential,":[8],"because":[9],"of":[10,73,79],"its":[11],"location":[12,131],"on":[13,55,70,109],"the":[14,41,61,71,80,98,104,110,117,138],"Deccan":[15],"plateau,":[16],"with":[17,97],"an":[18,30],"annual":[19],"average":[20],"radiation":[22,45,76,124,141],"ranging":[23],"from":[24,121],"4\u20137":[25],"kWhm-2.":[26],"This":[27],"study,":[28],"presents":[29],"adaptive":[31],"neuro-fuzzy":[32],"inference":[33],"system":[34,83,114],"(ANFIS)":[35],"based":[36],"modelling":[37],"approach":[38],"to":[39,92],"predict":[40],"monthly":[42],"global":[43,139],"(MGSR)":[46],"in":[47,103,134],"(India).":[50],"The":[51],"statistical":[52],"performance":[53,118],"parameters":[54],"predicted":[56,74,122],"and":[57,87,125,132],"measured":[58],"values":[59],"validate":[60],"model.":[62],"addition,":[64],"a":[65],"case":[66],"study":[67],"was":[68],"discussed":[69],"application":[72],"for":[77,128],"sizing":[78,126],"standalone":[81,112],"PV":[82,113],"design":[84],"including":[85],"battery":[86],"their":[88],"results":[89],"were":[90],"observed":[91],"be":[93],"satisfactory":[94,120],"when":[95],"compared":[96],"other":[99],"earth":[100],"regions":[101],"found":[102],"literature.":[105],"A":[106],"detailed":[107],"investigation":[108],"complete":[111],"emphasize":[115],"that":[116],"is":[119,143],"co-efficients":[127],"any":[129],"geographical":[130],"particularly":[133],"isolated":[135],"sites":[136],"where":[137],"data":[142],"not":[144],"always":[145],"available.":[146]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}