Tracking of maximum power point in partial shading condition using differential evolution (DE)

PECon 2012 - 2012 IEEE International Conference on Power and Energy

Volumn , Issue , 2012, Pages 384-389

  Tajuddin, M F N ^a   Ayob, S M ^b   Salam, Z ^b  

^a UNIVERSITY MALAYSIA PERLIS   (Malaysia)

^b UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

Author keywords

Boost converter; Differential Evolution (DE); maximum power point tracking (MPPT); partial shading; photovoltaic (PV)

Indexed keywords

BOOST CONVERTER; DIFFERENTIAL EVOLUTION; MAXIMUM POWER POINT TRACKING; PARTIAL SHADING; PHOTOVOLTAIC;

PHOTOVOLTAIC CELLS; SOLAR ENERGY;

EVOLUTIONARY ALGORITHMS;

EID: 84874480400     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PECon.2012.6450242     Document Type: Conference Paper

References (16)

1. H. Patel and V. Agarwal, "Maximum Power Point Tracking Scheme for PV Systems Operating Under Partially Shaded Conditions, " Industrial Electronics, IEEE Transactions on, vol. 55, pp. 1689-1698, 2008
2. T. Esram and P. L. Chapman, "Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques, " Energy Conversion, IEEE Transactions on, vol. 22, pp. 439-449, 2007
3. O. Wasynczuk, "Dynamic Behavior of a Class of Photovoltaic Power Systems, " Power Engineering Review, IEEE, vol. PER-3, pp. 36-37, 1983
4. K. H. Hussein, et al., "Maximum photovoltaic power tracking: an algorithm for rapidly changing atmospheric conditions, " Generation, Transmission and Distribution, IEE Proceedings-, vol. 142, pp. 59-64, 1995
5. M. Calais and H. Hinz, "A ripple-based maximum power point tracking algorithm for a single-phase, grid-connected photovoltaic system, " Solar Energy, vol. 63, pp. 277-282, 1998
6. K. Yeong-Chau, et al., "Novel maximum-power-point-tracking controller for photovoltaic energy conversion system, " Industrial Electronics, IEEE Transactions on, vol. 48, pp. 594-601, 2001
7. X. Liu and L. A. C. Lopes, "An improved perturbation and observation maximum power point tracking algorithm for PV arrays, " in Power Electronics Specialists Conference, 2004. PESC 04. 2004 IEEE 35th Annual, 2004, pp. 2005-2010 Vol. 3
8. A. K. Rai, et al., "Simulation model of ANN based maximum power point tracking controller for solar PV system, " Solar Energy Materials and Solar Cells, vol. 95, pp. 773-778, 2011
9. F. Chekired, et al., "Implementation of a MPPT fuzzy controller for photovoltaic systems on FPGA circuit, " Energy Procedia, vol. 6, pp. 541-549, 2011
10. B. Alajmi, et al., "A Maximum Power Point Tracking Technique for Partially Shaded Photovoltaic Systems in Microgrids, " Industrial Electronics, IEEE Transactions on, vol. PP, pp. 1-1, 2011
11. M. Miyatake, et al., "Maximum Power Point Tracking of Multiple Photovoltaic Arrays: A PSO Approach, " Aerospace and Electronic Systems, IEEE Transactions on, vol. 47, pp. 367-380, 2011
12. R. Storn, "On the usage of differential evolution for function optimization, " in Fuzzy Information Processing Society, 1996. NAFIPS. 1996 Biennial Conference of the North American, 1996, pp. 519-523
13. A. Salam, et al., "Comparative study between Differential Evolution and Particle Swarm Optimization algorithms in training of feed-forward neural network for stock price prediction, " in Informatics and Systems (INFOS), 2010 The 7th International Conference on, 2010, pp. 1-8
14. J. Vesterstrom and R. Thomsen, "A Comparative Study of Differential Evolution, Particle Swarm Optimization, and Evolutionary Algorithms on Numerical Benchmark Problems, " in Evolutionary Computation, 2004. CEC2004. Congress on, 2004, pp. 1980-1987 Vol. 2
15. H. Taheri, et al., "A novel Maximum Power Point tracking control of photovoltaic system under partial and rapidly fluctuating shadow conditions using Differential Evolution, " in Industrial Electronics & Applications (ISIEA), 2010 IEEE Symposium on, 2010, pp. 82-87
16. K. Ishaque, et al., "Simple, fast and accurate two-diode model for photovoltaic modules, " Solar Energy Materials and Solar Cells, vol. 95, pp. 586-594, 2011.