Parameter Estimation of Photovoltaic Models via Cuckoo Search
Joint Authors
Ma, Jieming
Wong, Prudence W. H.
Guan, Sheng-Uei
Man, Ka Lok
Ting, T. O.
Zhang, Nan
Source
Journal of Applied Mathematics
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-08-07
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Since conventional methods are incapable of estimating the parameters of Photovoltaic (PV) models with high accuracy, bioinspired algorithms have attracted significant attention in the last decade.
Cuckoo Search (CS) is invented based on the inspiration of brood parasitic behavior of some cuckoo species in combination with the Lévy flight behavior.
In this paper, a CS-based parameter estimation method is proposed to extract the parameters of single-diode models for commercial PV generators.
Simulation results and experimental data show that the CS algorithm is capable of obtaining all the parameters with extremely high accuracy, depicted by a low Root-Mean-Squared-Error (RMSE) value.
The proposed method outperforms other algorithms applied in this study.
American Psychological Association (APA)
Ma, Jieming& Ting, T. O.& Man, Ka Lok& Zhang, Nan& Guan, Sheng-Uei& Wong, Prudence W. H.. 2013. Parameter Estimation of Photovoltaic Models via Cuckoo Search. Journal of Applied Mathematics،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-466004
Modern Language Association (MLA)
Ma, Jieming…[et al.]. Parameter Estimation of Photovoltaic Models via Cuckoo Search. Journal of Applied Mathematics No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-466004
American Medical Association (AMA)
Ma, Jieming& Ting, T. O.& Man, Ka Lok& Zhang, Nan& Guan, Sheng-Uei& Wong, Prudence W. H.. Parameter Estimation of Photovoltaic Models via Cuckoo Search. Journal of Applied Mathematics. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-466004
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-466004