Comparative Parameter Estimation of Single Diode PV-Cell Model by Using Sine-Cosine Algorithm and Whale Optimization Algorithm

被引：17

作者：

Aydin, Omer ^{[1
]}

Gozde, Haluk ^{[2
]}

Dursun, Mahir ^{[1
]}

Taplamacioglu, M. Cengiz ^{[1
]}

机构：

[1] Gazi Univ, Fac Engn, Dept Elect & Elect Engn, Ankara, Turkey

[2] Natl Def Univ, Turkish Mil Acad, Elect & Commun Engn Dept, Ankara, Turkey

来源：

2019 6TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ICEEE 2019) | 2019年

关键词：

photovoltaic cells; whale optimization algorithm; sine-cosine algorithm; parameter estimation; SOLAR-CELLS; IDENTIFICATION; EXTRACTION;

D O I：

10.1109/ICEEE2019.2019.00020

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：

The share of photovoltaic energy systems in electricity production is increasing day by day. Photovoltaic systems are typically modeled as PV-cell circuit when using in power system analysis. The selection of the parameters used in the model is crucial because how close the model outputs are to reality depends on true estimation of these parameters. These parameters are also important for efficiency and maximum power tracking. Due to the increase in electricity generation with solar energy, the problem of estimation of these parameters has become a widely studied subject in recent years. In this study, the parameters of PV-cell are estimated using Whale Optimization Algorithm (WOA) and Sine-Cosine Algorithm (SCA) and compared with the related literature.

引用

页码：65 / 68

页数：4

共 17 条

[1]

[Anonymous], 2018, IS SOLAR POWER IS US

[2] Extraction of maximum power point in solar cells using bird mating optimizer-based parameters identification approach [J].

Askarzadeh, Alireza ;

Rezazadeh, Alireza .

SOLAR ENERGY, 2013, 90 :123-133

[3] Artificial bee swarm optimization algorithm for parameters identification of solar cell models [J].

Askarzadeh, Alireza ;

Rezazadeh, Alireza .

APPLIED ENERGY, 2013, 102 :943-949

[4] Parameters identification of solar cell models using generalized oppositional teaching learning based optimization [J].

Chen, Xu ;

Yu, Kunjie ;

Du, Wenli ;

Zhao, Wenxiang ;

Liu, Guohai .

ENERGY, 2016, 99 :170-180

[5] Parameters identification of photovoltaic models using hybrid adaptive Nelder-Mead simplex algorithm based on eagle strategy [J].

Chen, Zhicong ;

Wu, Lijun ;

Lin, Peijie ;

Wu, Yue ;

Cheng, Shuying .

APPLIED ENERGY, 2016, 182 :47-57

[6]

Easwarakhanthan T., 1986, International Journal of Solar Energy, V4, P1, DOI 10.1080/01425918608909835

[7] Parameter extraction of solar cell models using repaired adaptive differential evolution [J].

Gong, Wenyin ;

Cai, Zhihua .

SOLAR ENERGY, 2013, 94 :209-220

[8] Solar cell parameter extraction using genetic algorithms [J].

Jervase, JA ;

Bourdoucen, H ;

Al-Lawati, A .

MEASUREMENT SCIENCE AND TECHNOLOGY, 2001, 12 (11) :1922-1925

[9] Parameter estimation of solar photovoltaic (PV) cells: A review [J].

Jordehi, A. Rezaee .

RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 61 :354-371

[10] A linear programming approach to the optimization of residential energy systems [J].

Lauinger, D. ;

Caliandro, P. ;

Van Herle, J. ;

Kuhn, D. .

JOURNAL OF ENERGY STORAGE, 2016, 7 :24-37

← 1 2 →