Estimation of PV module parameters from datasheet information using optimization techniques
作者： Mohamed A. Awadallah , Bala Venkatesh
DOI: 10.1109/ICIT.2015.7125507
关键词:
摘要: The paper presents a technique for parameter estimation of photovoltaic (PV) modules from datasheet information. manufacturer normally provides open-circuit voltage, short-circuit current, maximum power, and voltage at power under the standard test conditions (STC). four values represent targeted performance module. Parameter is formulated as an optimization problem solved by traditional nonlinear programming techniques well global search algorithms. objective to set parameters that minimizes error between computed performance. methodology successfully applied single- double-diode equivalent circuits PV modules. Evidently, need perform prototype lab testing, purpose estimation, eliminated. Results show genetic algorithms (GA) outperform other in obtaining circuit commercially available
sci-hub.se 参考文章(13)
Meiying Ye, Xiaodong Wang, Yousheng Xu, Parameter extraction of solar cells using particle swarm optimization Journal of Applied Physics. ,vol. 105, pp. 094502- ,(2009) , 10.1063/1.3122082
Kashif Ishaque, Zainal Salam, An improved modeling method to determine the model parameters of photovoltaic (PV) modules using differential evolution (DE) Solar Energy. ,vol. 85, pp. 2349- 2359 ,(2011) , 10.1016/J.SOLENER.2011.06.025
L. Sandrolini, M. Artioli, U. Reggiani, Numerical method for the extraction of photovoltaic module double-diode model parameters through cluster analysis Applied Energy. ,vol. 87, pp. 442- 451 ,(2010) , 10.1016/J.APENERGY.2009.07.022
M. Zagrouba, A. Sellami, M. Bouaïcha, M. Ksouri, Identification of PV solar cells and modules parameters using the genetic algorithms: Application to maximum power extraction Solar Energy. ,vol. 84, pp. 860- 866 ,(2010) , 10.1016/J.SOLENER.2010.02.012
D.S.H. Chan, J.C.H. Phang, Analytical methods for the extraction of solar-cell single- and double-diode model parameters from I-V characteristics IEEE Transactions on Electron Devices. ,vol. 34, pp. 286- 293 ,(1987) , 10.1109/T-ED.1987.22920
T. Ikegami, T. Maezono, F. Nakanishi, Y. Yamagata, K. Ebihara, Estimation of equivalent circuit parameters of PV module and its application to optimal operation of PV system Solar Energy Materials and Solar Cells. ,vol. 67, pp. 389- 395 ,(2001) , 10.1016/S0927-0248(00)00307-X
N. Rajasekar, Neeraja Krishnakumar, Rini Venugopalan, Bacterial foraging algorithm based parameter estimation of solar PV model 2013 Annual International Conference on Emerging Research Areas and 2013 International Conference on Microelectronics, Communications and Renewable Energy. pp. 1- 6 ,(2013) , 10.1109/AICERA-ICMICR.2013.6575948
M. Haouari-Merbah, M. Belhamel, I. Tobías, J.M. Ruiz, Extraction and analysis of solar cell parameters from the illuminated current–voltage curve Solar Energy Materials and Solar Cells. ,vol. 87, pp. 225- 233 ,(2005) , 10.1016/J.SOLMAT.2004.07.019
M. Chegaar, G. Azzouzi, P. Mialhe, Simple parameter extraction method for illuminated solar cells Solid-state Electronics. ,vol. 50, pp. 1234- 1237 ,(2006) , 10.1016/J.SSE.2006.05.020
R. Chenni, M. Makhlouf, T. Kerbache, A. Bouzid, A detailed modeling method for photovoltaic cells Energy. ,vol. 32, pp. 1724- 1730 ,(2007) , 10.1016/J.ENERGY.2006.12.006