Parameter extraction of single-diode PV-module model using electromagnetism-like algorithm
Other Title(s)
استخراج معاملات لموديل أحادي الدايود للوح كهروضوئي باستخدام نظرية شبه الكهرومغناطيسية
Joint Authors
Shahadi, Haydar Ismail
Muhsin, Diya Halbut
Haydar, Haydar Tarish
Source
Journal of Engineering and Sustainable Development
Publisher
al-Mustansyriah University College of Engineering
Publication Date
2018-03-31
Country of Publication
Iraq
No. of Pages
12
Main Subjects
English Abstract
The performance of photovoltaic (PV) module mainly depends on the parameters of electrical equivalent circuit of module.
The parameters are unknown and sensitive to meteorological condition of PV location.
Thus, an accurate estimation method should be used to extract the parameters.
In this paper, an evolutionary algorithm proposed to optimize the parameters under various operation conditions.
The root mean square error between the computed current based estimated parameters and experimental PV output current is proposed as a fitness function to obtain the optimal solution.
The results are verified by seven different experimental I-V sets under various meteorological conditions.
Furthermore, the results are verified by another work, which based on analytical method that proposed in literature.
The results refer to high consistency with realistic data.
In addition to that, the proposed method offers an average root mean square error and average absolute error under seven operation conditions were 0.07248 and 0.05316, respectively.
Data Type
Conference Papers
Record ID
BIM-906815
American Psychological Association (APA)
Muhsin, Diya Halbut& Haydar, Haydar Tarish& Shahadi, Haydar Ismail. 2018-03-31. Parameter extraction of single-diode PV-module model using electromagnetism-like algorithm. . Vol. 22, no. 2 (Mar. 2018), pp.161-172.Baghdad Iraq : al-Mustansyriah University College of Engineering.
https://search.emarefa.net/detail/BIM-906815
Modern Language Association (MLA)
Muhsin, Diya Halbut…[et al.]. Parameter extraction of single-diode PV-module model using electromagnetism-like algorithm. . Baghdad Iraq : al-Mustansyriah University College of Engineering. 2018-03-31.
https://search.emarefa.net/detail/BIM-906815
American Medical Association (AMA)
Muhsin, Diya Halbut& Haydar, Haydar Tarish& Shahadi, Haydar Ismail. Parameter extraction of single-diode PV-module model using electromagnetism-like algorithm. .
https://search.emarefa.net/detail/BIM-906815