Matches in SemOpenAlex for { <https://semopenalex.org/work/W4318666599> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4318666599 endingPage "138" @default.
- W4318666599 startingPage "121" @default.
- W4318666599 abstract "Purpose: Türkiye attaches particular importance to the energy production with renewable energy sources in order to overcome the negative economic, environmental and social effects which are caused by fossil resources in energy production. The aim of this study is to propose a model for forecasting the amount of energy to be produced for Türkiye using renewable energy resources.Methdology: In this study, a forecasting model was created by using the generatio amount of energy generation from renewable sources data between 1965 and 2019 and by using Artificial Neural Networks (ANN) and Autoregressive Integrated Moving Average (ARIMA) methods.Findings: While it was estimated that 127.516 TWh of energy will be produced in 2023 with the ANN method, this amount was estimated as 45,457 TeraWatt Hours (TWh) with the ARIMA (1,1,6) model. Mean Absolute Percent Error (MAPE) was calculated in order to determine the margin of error of the forecasting models. These values were determined as 13.1% for the ANN model and 21.9% for the ARIMA model. These results show that the ANN model gives a more appropriate estimation result.Originality: In this research, a new model was proposed for the amount of energy to be obtained from RES in Türkiye. It is thought that the results obtained in this study will be useful in energy planning and management." @default.
- W4318666599 created "2023-02-01" @default.
- W4318666599 creator A5082590088 @default.
- W4318666599 date "2023-01-31" @default.
- W4318666599 modified "2023-09-30" @default.
- W4318666599 title "Yapay Sinir Ağları ve ARIMA Modeli ile Türkiye Için Yenilenebilir Enerji Üretiminin Tahmini: 2023 Yenilenebilir Enerji Kaynaklarına Göre Üretim Hedefleri" @default.
- W4318666599 cites W1979737345 @default.
- W4318666599 cites W1982660753 @default.
- W4318666599 cites W2053587665 @default.
- W4318666599 cites W2071151783 @default.
- W4318666599 cites W2085987121 @default.
- W4318666599 cites W2092315180 @default.
- W4318666599 cites W2154512226 @default.
- W4318666599 cites W2154743058 @default.
- W4318666599 cites W2162385329 @default.
- W4318666599 cites W2342680502 @default.
- W4318666599 cites W2775155156 @default.
- W4318666599 cites W2780666316 @default.
- W4318666599 cites W2798678057 @default.
- W4318666599 cites W2802770308 @default.
- W4318666599 cites W2899250117 @default.
- W4318666599 cites W2901011415 @default.
- W4318666599 cites W2934809150 @default.
- W4318666599 cites W2938812158 @default.
- W4318666599 cites W2969925657 @default.
- W4318666599 cites W2971192140 @default.
- W4318666599 cites W3000240658 @default.
- W4318666599 cites W3000399655 @default.
- W4318666599 cites W3006782881 @default.
- W4318666599 cites W3009778813 @default.
- W4318666599 cites W3010938659 @default.
- W4318666599 cites W3011679186 @default.
- W4318666599 cites W3013144827 @default.
- W4318666599 cites W3017434082 @default.
- W4318666599 cites W3024608697 @default.
- W4318666599 cites W3029357900 @default.
- W4318666599 cites W3074782679 @default.
- W4318666599 cites W3163285759 @default.
- W4318666599 cites W3176494406 @default.
- W4318666599 doi "https://doi.org/10.51551/verimlilik.1031367" @default.
- W4318666599 hasPublicationYear "2023" @default.
- W4318666599 type Work @default.
- W4318666599 citedByCount "0" @default.
- W4318666599 crossrefType "journal-article" @default.
- W4318666599 hasAuthorship W4318666599A5082590088 @default.
- W4318666599 hasBestOaLocation W43186665991 @default.
- W4318666599 hasConcept C105795698 @default.
- W4318666599 hasConcept C119599485 @default.
- W4318666599 hasConcept C127413603 @default.
- W4318666599 hasConcept C133710760 @default.
- W4318666599 hasConcept C139945424 @default.
- W4318666599 hasConcept C149782125 @default.
- W4318666599 hasConcept C150217764 @default.
- W4318666599 hasConcept C151406439 @default.
- W4318666599 hasConcept C159877910 @default.
- W4318666599 hasConcept C162324750 @default.
- W4318666599 hasConcept C175444787 @default.
- W4318666599 hasConcept C186370098 @default.
- W4318666599 hasConcept C188573790 @default.
- W4318666599 hasConcept C24338571 @default.
- W4318666599 hasConcept C2778348673 @default.
- W4318666599 hasConcept C33923547 @default.
- W4318666599 hasConceptScore W4318666599C105795698 @default.
- W4318666599 hasConceptScore W4318666599C119599485 @default.
- W4318666599 hasConceptScore W4318666599C127413603 @default.
- W4318666599 hasConceptScore W4318666599C133710760 @default.
- W4318666599 hasConceptScore W4318666599C139945424 @default.
- W4318666599 hasConceptScore W4318666599C149782125 @default.
- W4318666599 hasConceptScore W4318666599C150217764 @default.
- W4318666599 hasConceptScore W4318666599C151406439 @default.
- W4318666599 hasConceptScore W4318666599C159877910 @default.
- W4318666599 hasConceptScore W4318666599C162324750 @default.
- W4318666599 hasConceptScore W4318666599C175444787 @default.
- W4318666599 hasConceptScore W4318666599C186370098 @default.
- W4318666599 hasConceptScore W4318666599C188573790 @default.
- W4318666599 hasConceptScore W4318666599C24338571 @default.
- W4318666599 hasConceptScore W4318666599C2778348673 @default.
- W4318666599 hasConceptScore W4318666599C33923547 @default.
- W4318666599 hasIssue "1" @default.
- W4318666599 hasLocation W43186665991 @default.
- W4318666599 hasLocation W43186665992 @default.
- W4318666599 hasOpenAccess W4318666599 @default.
- W4318666599 hasPrimaryLocation W43186665991 @default.
- W4318666599 hasRelatedWork W1653723966 @default.
- W4318666599 hasRelatedWork W2044108200 @default.
- W4318666599 hasRelatedWork W2066706133 @default.
- W4318666599 hasRelatedWork W2550089990 @default.
- W4318666599 hasRelatedWork W2782187199 @default.
- W4318666599 hasRelatedWork W3200742062 @default.
- W4318666599 hasRelatedWork W4226269260 @default.
- W4318666599 hasRelatedWork W4312690338 @default.
- W4318666599 hasRelatedWork W626441390 @default.
- W4318666599 hasRelatedWork W2186499594 @default.
- W4318666599 hasVolume "57" @default.
- W4318666599 isParatext "false" @default.
- W4318666599 isRetracted "false" @default.
- W4318666599 workType "article" @default.