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A Comprehensive Analysis for Extracting Single Diode PV Model Parameters by Hybrid GA-PSO Algorithm
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 78 - Number 8 |
| Year of Publication: 2013 |
| Authors: C. Saravanan, M. A. Panneerselvam |
10.5120/13509-1265
|
C. Saravanan, M. A. Panneerselvam . A Comprehensive Analysis for Extracting Single Diode PV Model Parameters by Hybrid GA-PSO Algorithm. International Journal of Computer Applications. 78, 8 ( September 2013), 16-19. DOI=10.5120/13509-1265
Abstract
This paper proposes an improved model approach to single diode PV model by Hybrid Genetic Algorithm Particle Swarm Optimization (Hybrid GA-PSO) technique. The main objective is to extract accurate parameters of PV model for the simulator developers which could help them to develop an enhanced PV model in Matlab/Simulink environment. Specifications provided by the manufacturer's data sheet of PV module have been used for the computation of model parameters. Hybrid approach of GA and PSO is purposely chosen to utilize their effectiveness in these kinds of applications. This method is used to optimize the parameters Ipv, a, Rse and Rsh with their best optimal values. For the confirmation of accuracy and computational time of the proposed method, poly-crystalline PV module (KL070) has been selected and the best optimal value of each parameter has been obtained using Hybrid GA-PSO. Finally, the extracted values have been used in the single diode PV model and tested for various irradiations and temperatures. The proposed methodology results in marked improvement and can be a tool for simulator developers who require absolute and accurate model.
References
- Eftichios Koutroulis a,*, Dionissia Kolokotsa b ,AntonisPotirakis a , Kostas Kalaitzakis "Methodology for optimal sizing of stand-alone photovoltaic/wind-generator systems using genetic algorithms" a Elsevier Solar Energy 80 (2006) 1072–1088.
- Tina, G. M. Viale A. Doria n. 6, Catania, 95125, Italy Richardson, Z. J. ; Mahdi, A. J. "Thermal parameter identification of photovoltaic module using genetic algorithm", Renewable Power Generation (RPG 2011), IET Conference Sept. 2011 University of Catania, Page(s): 1 - 6
- J K Maherchandani, Chitranjan Agarwal, Mukesh Sahi "Estimation of Solar Cell Model Parameter by Hybrid Genetic Algorithm Using MATLAB" International Journal of Advanced Research in Computer Engineering & Technology (IJARCET)Volume 1, Issue 6, August 2012 ISSN: 2278 – 1323
- Kashif Ishaque, Zainal Salam, and Hamed Taheri "Accurate MATLAB Simulink PV System Simulator Based on a Two-Diode Model JPE 11-2-9 Journal of Power Electronics, Vol. 11, No. 2, March 2011
- Tarak Salmi*, Mounir Bouzguenda**, Adel Gastli**, Ahmed Masmoudi* "MATLAB/Simulink Based Modelling of Solar Photovoltaic Cell", INTERNATIONAL JOURNAL of RENEWABLE ENERGY RESEARCH Tarak Salmi et al. , Vol. 2, No. 2, 2012.
- Jing Jun Soon Sch. of Electr. & Electron. Eng. , Nanyang Technol. Univ. , Singapore, Singapore Kay-Soon low "Photovoltaic Model Identification Using Particle Swarm Optimization with Inverse Barrier Constraint", Power Electronics, IEEE Transactions on Date of Publication: Sept. 2012 Volume: 27, Issue:9, Page(s): 3975-3983
- Huan-Liang Tsai, Ci-Siang Tu, and Yi-Jie Su, Member, "Development of Generalized Photovoltaic Model Using MATLAB/SIMULINK". IAENG Proceedings of the World Congress on Engineering and Computer Science 2008 WCECS 2008, October 22 - 24, 2008, San Francisco, USA.
- Krisztina Leban, Ewen Ritchie Aalborg University, Pontoppidanstræde, Aalborg, "Selecting the Accurate Solar Panel Simulation Model", NORPIE/2008, Nordic Workshop on Power and Industrial Electronics, June 9-11, 2008
- Sonal Panwara, Dr. R. P. Sainib "Development and Simulation of Solar Photovoltaic model using Matlab/simulink and its parameter extraction", International Conference on Computing and Control Engineering (ICCCE 2012), 12 & 13 April, 2012.
- Horia Andrei, Costin Cepisca, Sorin Dan Grigorescu Traian Ivanovici1, Paul Andrei, "Modelling Of The Pv Panels Circuit Parameters Using The 4-Terminals Equations And Brune's Conditions", Scientific Bulletin Of The Electrical Engineering Faculty – Year 10 No. 1 (12).
- J. Surya Kumari* and Ch. Sai Babu** "Mathematical Modeling and Simulation of Photovoltaic Cell using Matlab-Simulink Environment", International Journal of Electrical and Computer Engineering (IJECE) Vol. 2, No. 1, February 2012, pp. 26-34 ISSN: 2088-8708
- Bidyadhar Subudhi* and Raseswari Pradhan** "Characteristics Evaluation and Parameter Extraction of a Solar Array based on Experimental Analysis", IEEE PEDS 2011, Singapore, 5 - 8 December 2011.
- Jing Jun Soon, Kay-Soon Low "Optimizing Photovoltaic Model Parameters for Simulation", 978-1-4673-0158-9/12/2012 IEEE.
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