{"id":"https://openalex.org/W4390815148","doi":"https://doi.org/10.59287/as-ijanser.592","title":"K\u00fcresel G\u00fcne\u015f Radyasyonu Tahmin Modelleri i\u00e7in Yapay Sinir A\u011f\u0131 Tabanl\u0131 WEKA Kullan\u0131m\u0131","display_name":"K\u00fcresel G\u00fcne\u015f Radyasyonu Tahmin Modelleri i\u00e7in Yapay Sinir A\u011f\u0131 Tabanl\u0131 WEKA Kullan\u0131m\u0131","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4390815148","doi":"https://doi.org/10.59287/as-ijanser.592"},"language":"tr","primary_location":{"id":"doi:10.59287/as-ijanser.592","doi":"https://doi.org/10.59287/as-ijanser.592","is_oa":true,"landing_page_url":"https://doi.org/10.59287/as-ijanser.592","pdf_url":"https://alls-academy.com/index.php/ijanser/article/download/592/592","source":{"id":"https://openalex.org/S4387288395","display_name":"International Journal of Advanced Natural Sciences and Engineering Researches","issn_l":"2980-0811","issn":["2980-0811"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Natural Sciences and Engineering Researches","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://alls-academy.com/index.php/ijanser/article/download/592/592","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055333391","display_name":"Selmin Ener R\u00fc\u015fen","orcid":"https://orcid.org/0000-0003-3389-5739","observed_orcids":["https://orcid.org/0000-0003-3389-5739"]},"institutions":[{"id":"https://openalex.org/I46464968","display_name":"Karamano\u011flu Mehmetbey University","ror":"https://ror.org/037vvf096","country_code":"TR","type":"education","lineage":["https://openalex.org/I46464968"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Selmin ENER R\u00dc\u015eEN","raw_affiliation_strings":["Karamano\u011flu Mehmetbey \u00dcniversitesi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karamano\u011flu Mehmetbey \u00dcniversitesi","institution_ids":["https://openalex.org/I46464968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5156308039","display_name":"Abdulkadir KILIN\u00c7VUR","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I46464968","display_name":"Karamano\u011flu Mehmetbey University","ror":"https://ror.org/037vvf096","country_code":"TR","type":"education","lineage":["https://openalex.org/I46464968"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Abdulkadir KILIN\u00c7VUR","raw_affiliation_strings":["Karamano\u011flu Mehmetbey \u00dcniversitesi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karamano\u011flu Mehmetbey \u00dcniversitesi","institution_ids":["https://openalex.org/I46464968"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I46464968"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09436219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":1.0,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":1.0,"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/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.0,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/global-solar-radiation-estimation","display_name":"global solar radiation estimation","score":0.953000009059906},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8790000081062317},{"id":"https://openalex.org/keywords/weka","display_name":"WEKA","score":0.9480000138282776},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.6499999761581421},{"id":"https://openalex.org/keywords/solar-energy","display_name":"solar energy","score":0.6510000228881836},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"renewable energy","score":0.6880000233650208},{"id":"https://openalex.org/keywords/inner-anatolia","display_name":"Inner Anatolia","score":0.5690000057220459},{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"solar irradiance","score":0.39100000262260437},{"id":"https://openalex.org/keywords/meteorological-station-data","display_name":"weather station data","score":0.4059999883174896},{"id":"https://openalex.org/keywords/power-generation-forecasting","display_name":"power output prediction","score":0.4650000035762787}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4325104355812073},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38471370935440063},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3744647204875946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3608103394508362},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.10761293768882751}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.59287/as-ijanser.592","doi":"https://doi.org/10.59287/as-ijanser.592","is_oa":true,"landing_page_url":"https://doi.org/10.59287/as-ijanser.592","pdf_url":"https://alls-academy.com/index.php/ijanser/article/download/592/592","source":{"id":"https://openalex.org/S4387288395","display_name":"International Journal of Advanced Natural Sciences and Engineering Researches","issn_l":"2980-0811","issn":["2980-0811"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Natural Sciences and Engineering Researches","raw_type":"journal-article"},{"id":"pmh:oai:oai.as-proceeding.com:article/2408","doi":null,"is_oa":true,"landing_page_url":"https://as-proceeding.com/index.php/ijanser/article/view/2408","pdf_url":"https://as-proceeding.com/index.php/ijanser/article/download/2408/2337","source":{"id":"https://openalex.org/S4387288395","display_name":"International Journal of Advanced Natural Sciences and Engineering Researches","issn_l":"2980-0811","issn":["2980-0811"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2980-0811","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.59287/as-ijanser.592","doi":"https://doi.org/10.59287/as-ijanser.592","is_oa":true,"landing_page_url":"https://doi.org/10.59287/as-ijanser.592","pdf_url":"https://alls-academy.com/index.php/ijanser/article/download/592/592","source":{"id":"https://openalex.org/S4387288395","display_name":"International Journal of Advanced Natural Sciences and Engineering Researches","issn_l":"2980-0811","issn":["2980-0811"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Natural Sciences and Engineering Researches","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.878000020980835,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"},{"score":0.685699999332428,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"},{"score":0.651199996471405,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390815148.pdf","grobid_xml":"https://content.openalex.org/works/W4390815148.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1528113134","https://openalex.org/W1994579155","https://openalex.org/W2006095664","https://openalex.org/W2016210396","https://openalex.org/W2019786874","https://openalex.org/W2077211971","https://openalex.org/W2147639597","https://openalex.org/W2278082842","https://openalex.org/W2569349941","https://openalex.org/W3191522035","https://openalex.org/W4249271853"],"related_works":["https://openalex.org/W4214798995","https://openalex.org/W4389472057","https://openalex.org/W4403034594","https://openalex.org/W3217420791","https://openalex.org/W7132011999","https://openalex.org/W7219172521","https://openalex.org/W4405829264","https://openalex.org/W2810853113","https://openalex.org/W4200061405","https://openalex.org/W3089334276"],"abstract_inverted_index":{"D\u00fcnyada":[0],"artan":[1],"n\u00fcfus":[2],"ve":[3,34,92,118],"geli\u015fen":[4],"teknoloji":[5],"enerjiye":[6],"olan":[7,37],"ihtiyac\u0131":[8,13],"giderek":[9],"art\u0131rmakta":[10],"olup,":[11],"bu":[12],"\u00e7evre":[14],"dostu":[15],"yenilenebilir":[16,24],"enerji":[17,25,103],"kaynaklar\u0131":[18,26],"kullanarak":[19],"kar\u015f\u0131lamak":[20],"\u00e7ok":[21],"\u00f6nemlidir.":[22],"Bu":[23,57,108],"aras\u0131nda":[27],"en":[28,32,35],"b\u00fcy\u00fck":[29],"potansiyele":[30],"sahip,":[31],"yayg\u0131n":[33],"ula\u015f\u0131labilir":[36],"g\u00fcne\u015f":[38,50,79,98,143,168],"enerjisidir.":[39],"G\u00fcne\u015f":[40],"enerjisinden":[41],"\u00fcretilen":[42],"potansiyelin":[43],"yan\u0131":[44],"s\u0131ra":[45],"iklimsel":[46],"etkilerin":[47],"belirlenmesi":[48],"k\u00fcresel":[49,78,142,167],"radyasyonu":[51,80,144,169],"hesaplamalar\u0131":[52,139],"ile":[53,110,133,140],"kolayca":[54],"ortaya":[55],"\u00e7\u0131kart\u0131lmaktad\u0131r.":[56],"\u00e7al\u0131\u015fmada,":[58],"\u00fclkemiz":[59],"\u0130\u00e7":[60],"Anadolu":[61],"B\u00f6lgesinde":[62],"se\u00e7ilen":[63,111,147],"iki":[64,112,148],"istasyon":[65,113,149],"i\u00e7in":[66,114,150],"makine":[67,136,173],"\u00f6\u011frenme":[68,137,174],"algoritmalar\u0131":[69,138],"WEKA":[70,135,172],"(Waikato":[71],"Environment":[72],"for":[73],"Knowledge":[74],"Analysis)":[75],"yaz\u0131l\u0131m\u0131":[76],"kullan\u0131larak":[77],"tahmin":[81,105,116],"\u00e7al\u0131\u015fmas\u0131":[82],"yap\u0131lm\u0131\u015ft\u0131r.":[83],"\u0130klim":[84],"\u015fartlar\u0131na":[85],"g\u00f6re":[86],"de\u011fi\u015fen":[87],"ortalama":[88],"s\u0131cakl\u0131k,":[89],"g\u00fcne\u015flenme":[90],"\u015fiddeti":[91],"g\u00fc\u00e7":[93],"talebi":[94],"gibi":[95],"parametreler":[96],"nedeniyle":[97],"enerjisi":[99],"santrallerinde":[100],"gelecek":[101],"g\u00fcnlerin":[102],"\u00fcretimini":[104],"etmek":[106],"zordur.":[107],"\u00e7al\u0131\u015fma":[109],"hesaplanan":[115],"sonu\u00e7lar\u0131":[117],"do\u011frulu\u011fu":[119,163],"kesin":[120,164],"olarak":[121],"bilinen":[122],"yer":[123,161],"g\u00f6zlem":[124],"istasyonundan":[125],"elde":[126],"edilen":[127],"veriler":[128],"istatistiksel":[129],"hata":[130],"analizi":[131],"y\u00f6ntemleri":[132],"kar\u015f\u0131la\u015ft\u0131r\u0131lm\u0131\u015ft\u0131r.":[134],"bulunan":[141],"tahminleri":[145],"sonu\u00e7lar\u0131n\u0131n":[146],"kullan\u0131labilir":[151],"oldu\u011fu":[152,159],"g\u00f6r\u00fclm\u00fc\u015ft\u00fcr.":[153],"Yery\u00fcz\u00fc":[154],"\u00f6l\u00e7\u00fcm":[155],"istasyonu":[156],"a\u011f\u0131n\u0131n":[157],"yetersiz":[158],"veya":[160],"verisinin":[162],"olmayan":[165],"alanlarda":[166],"tahmini":[170],"yap\u0131lmas\u0131nda":[171],"algoritmalar\u0131n\u0131n":[175],"kullan\u0131labilece\u011fi":[176],"belirlenmi\u015ftir.":[177]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2024-01-13T00:00:00"}