ANFIS-based parameter estimation of one-diode equivalent circuit model of PV modules
Küçük Resim Yok
Tarih
2011
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Fast implementation and accurate operation of maximum power point tracking (MPPT) controllers can be realized by modeling the characteristics of PV modules obtaining equivalent parameters. In this study, ANFIS has been used to obtain three of the parameters in single-diode model of PV cells namely series resistance, shunt resistance and diode ideality factor. The input parameters of ANFIS are material type of PV modules, short circuit current, open circuit voltage, and unit area under I-V curve of PV module. The advantage of the proposed method is that the equivalent parameters can be obtained for a wide range of PV modules of different types (mono-crystalline, multi-crystalline and thin-film) using easily obtainable field test data. The simulation results suggest that, ANFIS model can be a useful tool for estimating equivalent parameters of PV modules. © 2011 IEEE.
Açıklama
12th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2011 -- 21 November 2011 through 22 November 2011 -- Budapest -- 88119
Anahtar Kelimeler
Kaynak
12th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2011 - Proceedings
WoS Q Değeri
Scopus Q Değeri
N/A
