In this work, it is
aimed to construct an Adaptive Neuro Fuzzy Inference System (ANFIS) model using
the experimental values of our previous work on solar heating with wind chimney
thermoelectric generator and to predict the generated open circuit voltage of
experimental system under variable conditions. The ANFIS model constructed
makes use of input parameters such as local radiation intensity on solar
collector tube (W), ambiance temperature ^{o}C and average wind
velocity in the chimney (m/s). Open circuit voltage (V) is denoted as output.
Selected experimental data sets are used in training and testing procedures to
accomplish the model required. Assessment of the outcomes of the study reveals
that the proposed modeling by ANFIS is consistent and validated by the
experimental results. Promising results show that ANFIS model can be used to
estimate the output parameter of solarbased generator (the open circuit
voltage) correctly and this result can use enhancing of presented system. Employment of artificial neural networks on
renewable energy systems is a rather new area of study. Hence, continuing work
via neural network structures will be related to the optimization and
improvement of these generators for useful energy producing.
Birincil Dil  en 

Konular  Mühendislik 
Dergi Bölümü  Makaleler 
Yazarlar 

Bibtex  @araştırma makalesi { cbayarfbe421575,
journal = {Celal Bayar Üniversitesi Fen Bilimleri Dergisi},
issn = {1305130X},
eissn = {13051385},
address = {Celal Bayar Üniversitesi},
year = {2018},
volume = {14},
pages = {271  276},
doi = {10.18466/cbayarfbe.421575},
title = {SolarBased Thermoelectric Generator and its ANFIS Model},
key = {cite},
author = {Özdemir, Ali Ekber}
} 
APA  Özdemir, A . (2018). SolarBased Thermoelectric Generator and its ANFIS Model. Celal Bayar Üniversitesi Fen Bilimleri Dergisi, 14 (3), 271276. DOI: 10.18466/cbayarfbe.421575 
MLA  Özdemir, A . "SolarBased Thermoelectric Generator and its ANFIS Model". Celal Bayar Üniversitesi Fen Bilimleri Dergisi 14 (2018): 271276 <http://dergipark.gov.tr/cbayarfbe/issue/39486/421575> 
Chicago  Özdemir, A . "SolarBased Thermoelectric Generator and its ANFIS Model". Celal Bayar Üniversitesi Fen Bilimleri Dergisi 14 (2018): 271276 
RIS  TY  JOUR T1  SolarBased Thermoelectric Generator and its ANFIS Model AU  Ali Ekber Özdemir Y1  2018 PY  2018 N1  doi: 10.18466/cbayarfbe.421575 DO  10.18466/cbayarfbe.421575 T2  Celal Bayar Üniversitesi Fen Bilimleri Dergisi JF  Journal JO  JOR SP  271 EP  276 VL  14 IS  3 SN  1305130X13051385 M3  doi: 10.18466/cbayarfbe.421575 UR  http://dx.doi.org/10.18466/cbayarfbe.421575 Y2  2018 ER  
EndNote  %0 Celal Bayar Üniversitesi Fen Bilimleri Dergisi SolarBased Thermoelectric Generator and its ANFIS Model %A Ali Ekber Özdemir %T SolarBased Thermoelectric Generator and its ANFIS Model %D 2018 %J Celal Bayar Üniversitesi Fen Bilimleri Dergisi %P 1305130X13051385 %V 14 %N 3 %R doi: 10.18466/cbayarfbe.421575 %U 10.18466/cbayarfbe.421575 
ISNAD  Özdemir, Ali Ekber . "SolarBased Thermoelectric Generator and its ANFIS Model". Celal Bayar Üniversitesi Fen Bilimleri Dergisi 14 / 3 (Eylül 2018): 271276. http://dx.doi.org/10.18466/cbayarfbe.421575 