Parameter determination of a solar cell model using differential evolution algorithm

被引：4

作者：

Sredensek, Klemen ^{[1
]}

Seme, Sebastijan ^{[1
]}

机构：

[1] Univ Maribor, Fac Energy Technol, Krshko, Slovenia

来源：

PRZEGLAD ELEKTROTECHNICZNY | 2019年 / 95卷 / 01期

关键词：

double diode model; differential evolution; I-V characteristic; losses; maximum power point; EXTRACTION; RADIATION;

D O I：

10.15199/48.2019.01.42

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper deals with determination of a double diode model parameters using the differential evolution algorithm. The importance of this method is the implementation of ohmic and shadow losses. Performance of the proposed approach shows high potential as a promising determination method for solar cell parameters.

引用

页码：165 / 168

页数：4

共 9 条

[1]

AlRashidi Mohammed R, 2013, Int J Electr Comput Eng, V7, P118

[2]

[Anonymous], THESIS

[3] Parameter extraction of solar cell models based on adaptive differential evolution algorithm [J].

Chellaswamy, C. ;

Ramesh, R. .

RENEWABLE ENERGY, 2016, 97 :823-837

[4] An accurate modelling of the two-diode model of PV module using a hybrid solution based on differential evolution [J].

Chin, Vun Jack ;

Salam, Zainal ;

Ishaque, Kashif .

ENERGY CONVERSION AND MANAGEMENT, 2016, 124 :42-50

[5] Parameter extraction of solar photovoltaic modules using penalty-based differential evolution [J].

Ishaque, Kashif ;

Salam, Zainal ;

Mekhilef, Saad ;

Shamsudin, Amir .

APPLIED ENERGY, 2012, 99 :297-308

[6] The effect of intermittent solar radiation on the performance of PV systems [J].

McCormick, P. G. ;

Suehrcke, H. .

SOLAR ENERGY, 2018, 171 :667-674

[7]

Price K. V., 2005, Differential Evolution: A Practical Approach to Global Optimization, P135, DOI [DOI 10.1007/3-540-31306-03, 10.1007/3-540-31306-0]

[8] A novel prediction algorithm for solar angles using solar radiation and Differential Evolution for dual-axis sun tracking purposes [J].

Seme, Sebastijan ;

Stumberger, Gorazd .

SOLAR ENERGY, 2011, 85 (11) :2757-2770

[9]

Stumberger G., 2009, ISEF 2009 15 INT S E

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