Table of Contents
ISRN Renewable Energy
Volume 2014 (2014), Article ID 673840, 13 pages
http://dx.doi.org/10.1155/2014/673840
Research Article

Efficient Maximum Power Point Tracking Algorithm for PV Application under Rapid Changing Weather Condition

Department of Mechanical Engineering, Jordan University of Science and Technology, Irbid, Jordan

Received 10 October 2013; Accepted 28 October 2013; Published 27 March 2014

Academic Editors: A. Bosio and S. Dai

Copyright © 2014 Khaled M. Bataineh and Amr Hamzeh. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. K. Bataineh and N. Fayez, “Thermal performance of building attached sunspace in Jordan climate,” in Proceedings of the 1st International Nuclear and Renewable Energy Conference (INREC '10), Amman, Jordan, March 2010. View at Publisher · View at Google Scholar · View at Scopus
  2. K. Bataineh, “Numerical simulations for average temperature differential stirling engine,” Journal of Technology Innovations in Renewable Energy, vol. 2, no. 3, 2013. View at Google Scholar
  3. K. Bataineh and D. Dalalah, “Assessment of wind energy potential for selected areas in Jordan,” Journal of Renewable Energy, vol. 59, pp. 75–81, 2013. View at Publisher · View at Google Scholar
  4. K. M. Bataineh and D. Dalalah, “Optimal configuration for design of stand-alone PV system,” Smart Grid and Renewable Energy, vol. 3, no. 2, 2012. View at Google Scholar
  5. K. Bataineh and A. Hamzeh, “Efficient maximum power point tracking algorithm for photovoltaic cells,” in Proceedings of the 1st WSEAS International Conference on Industrial and Manufacturing Technologies, Athens, Greece, 2013.
  6. M. Adel Hamdy, “A new model for the current-voltage output characteristics of photovoltaic modules,” Journal of Power Sources, vol. 50, no. 1-2, pp. 11–20, 1994. View at Google Scholar · View at Scopus
  7. T. Takashima, T. Tanaka, M. Amano, and Y. Ando, “Maximum output control of photovoltaic (PV) array,” in Proceedings of the 35th Intersociety Energy Conversion Engineering Conference and Exhibit (IECEC '00), pp. 380–383, Las Vegas, Nev, USA, July 2000. View at Scopus
  8. N. Takehara and S. Kurokami, “Power control apparatus and method and power generating system using them,” Patent US 5,654,883, 1997.
  9. K. Nishioka, N. Sakitani, K.-I. Kurobe et al., “Analysis of the temperature characteristics in polycrystalline Si solar cells using modified equivalent circuit model,” Japanese Journal of Applied Physics, vol. 42, no. 12, pp. 7175–7179, 2003. View at Google Scholar · View at Scopus
  10. J. C. H. Phang, D. S. H. Chan, and J. R. Phillips, “Accurate analytical method for the extraction of solar cell model parameters,” Electronics Letters, vol. 20, no. 10, pp. 406–408, 1984. View at Google Scholar · View at Scopus
  11. D. Lafferty, “Coupling network for improving conversion efficiency of photovoltaic power source,” US 4,873,480, 1989.
  12. P. Chetty, “Maximum power transfer system for a solar cell array,” US 4,604,567, 1986.
  13. M. A. S. Masoum and H. Dehbonei, “Optimal power point tracking of photovoltaic system under all operating conditions,” in Proceedings of the 17th Congress of the World Energy Council, Houston, Tex, USA, 1998.
  14. S. M. Alghuwainem, “Matching of a dc motor to a photovoltaic generator using a step-up converter with a current-locked loop,” IEEE Transactions on Energy Conversion, vol. 9, no. 1, pp. 192–198, 1994. View at Publisher · View at Google Scholar · View at Scopus
  15. T. Noguchi, S. Togashi, and R. Nakamoto, “Short-current pulse-based adaptive maximum-power-point tracking for a photovoltaic power generation system,” Electrical Engineering in Japan, vol. 139, no. 1, pp. 65–72, 2002. View at Publisher · View at Google Scholar · View at Scopus
  16. P. Takun, S. Kaitwanidvilai, and C. Jettanasen, “Maximum power point tracking using fuzzy logic control for photovoltaic systems,” in Proceedings of the International MultiConference of Engineers and Computer Scientists (IMECS '11), pp. 986–990, Hong Kong, March 2011. View at Scopus
  17. M. S. A. Cheikh, C. Larbes, G. F. T. Kebir, and A. Zerguerras, “Maximum power point tracking using a fuzzy logic control scheme,” Revue des Energies Renouvelables, vol. 10, no. 32, pp. 387–395, 2007. View at Google Scholar
  18. T. Hiyama, S. Kouzuma, and T. Imakubo, “Identification of optimal operating point of PV modules using neural network for real time maximum power tracking control,” IEEE Transactions on Energy Conversion, vol. 10, no. 2, pp. 360–367, 1995. View at Publisher · View at Google Scholar · View at Scopus
  19. K. Ro and S. Rahman, “Two-loop controller for maximizing performance of a grid-connected photovoltaic-fuel cell hybrid power plant,” IEEE Transactions on Energy Conversion, vol. 13, no. 3, pp. 276–281, 1998. View at Publisher · View at Google Scholar · View at Scopus
  20. A. Hussein, K. Hirasawa, J. Hu, and J. Murata, “The dynamic performance of photovoltaic supplied DC motor fed from DC-DC converter and controlled by neural networks,” in Proceedings of the International Joint Conference on Neural Networks (IJCNN '02), pp. 607–612, May 2002. View at Scopus
  21. X. Sun, W. Wu, X. Li, and Q. Zhao, “A research on photovoltaic energy controlling system with maximum power point tracking,” in Proceedings of the Power Conversion Conference, pp. 822–826, 2002. View at Publisher · View at Google Scholar
  22. L. Zhang, Y. Bai, and A. Al-Amoudi, “GA-RBF neural network based maximum power point tracking for grid-connected photovoltaic systems,” in Proceedings of the International Conference on Power Electronics, Machines and Drives, pp. 18–23, April 2002. View at Scopus
  23. L. T. W. Bavaro, “Power regulation utilizing only battery current monitoring,” Patent US 4,794,272, 1988.
  24. C. Hua and J. R. Lin, “DSP-based controller application in battery storage of photovoltaic system,” in Proceedings of the IEEE 22nd International Conference on Industrial Electronics, Control, and Instrumentation (IECON '96), pp. 1705–1710, August 1996. View at Scopus
  25. J. H. R. Enslin, M. S. Wolf, D. B. Snyman, and W. Swiegers, “Integrated photovoltaic maximum power point tracking converter,” IEEE Transactions on Industrial Electronics, vol. 44, no. 6, pp. 769–773, 1997. View at Publisher · View at Google Scholar · View at Scopus
  26. A. Al-Amoudi and L. Zhang, “Optimal control of a grid-connected PV system for maximum power point tracking and unity power factor,” in Proceedings of the 7th International Conference on Power Electronics and Variable Speed Drives, pp. 80–84, September 1998. View at Scopus
  27. N. Kasa, T. Iida, and H. Iwamoto, “Maximum power point tracking with capacitor identificator for photovoltaic power system,” in Proceedings of the 8th International Conference on Power Electronics and Variable Speed Drives, pp. 130–135, September 2000. View at Scopus
  28. L. Zhang, A. Al-Amoudi, and Y. Bai, “Real-time maximum power point tracking for grid-connected photovoltaic systems,” in Proceedings of the 8th International Conference on Power Electronics and Variable Speed Drives, pp. 124–129, September 2000. View at Scopus
  29. W. Xiao, W. G. Dunford, P. R. Palmer, and A. Capel, “Application of centered differentiation and steepest descent to maximum power point tracking,” IEEE Transactions on Industrial Electronics, vol. 54, no. 5, pp. 2539–2549, 2007. View at Publisher · View at Google Scholar · View at Scopus
  30. J. M. Enrique, J. M. Andújar, and M. A. Bohórquez, “A reliable, fast and low cost maximum power point tracker for photovoltaic applications,” Solar Energy, vol. 84, no. 1, pp. 79–89, 2010. View at Publisher · View at Google Scholar · View at Scopus
  31. K. H. Hussein, I. Muta, T. Hoshino, and M. Osakada, “Maximum photovoltaic power tracking: an algorithm for rapidly changing atmospheric conditions,” IEE Proceedings, vol. 142, no. 1, pp. 59–64, 1995. View at Publisher · View at Google Scholar · View at Scopus
  32. A. Brambilla, M. Gambarara, A. Garutti, and F. Ronchi, “New approach to photovoltaic arrays maximum power point tracking,” in Proceedings of the 30th Annual IEEE Power Electronics Specialists Conference (PESC '99), pp. 632–637, July 1999. View at Publisher · View at Google Scholar · View at Scopus
  33. M. Miyatake, T. Kouno, and M. Nakano, “Maximum power point tracking control employing fibonacci search algorithm for photovoltaic power generation system,” in Proceedings of the International Conference of Power Electronics (ICPE '01), pp. 622–625, Seoul, Republic of Korea, October 2001.
  34. N. A. Ahmed and M. Miyatake, “A novel maximum power point tracking for photovoltaic applications under partially shaded insolation conditions,” Electric Power Systems Research, vol. 78, no. 5, pp. 777–784, 2008. View at Publisher · View at Google Scholar · View at Scopus
  35. M. Zhang, J. Wu, and H. Zhao, “The application of slide technology in PV maximum power point tracking system,” in Proceedings of the 5th World Congress on Intelligent Control and Automation (WCICA '04), pp. 5591–5594, June 2004. View at Scopus
  36. M. Miyatake, F. Toriumi, T. Endo, and N. Fujii, “A novel maximum power point tracker controlling several converters connected to photovoltaic arrays with particle swarm optimization technique,” in Proceedings of the European Conference on Power Electronics and Applications (EPE '07), September 2007. View at Publisher · View at Google Scholar · View at Scopus
  37. S. R. Chowdhury and H. Saha, “Maximum power point tracking of partially shaded solar photovoltaic arrays,” Renewable Energy, vol. 34, no. 10, pp. 2093–2100, 2009. View at Publisher · View at Google Scholar
  38. G. Walker, “Evaluating MPPT converter topologies using a matlab PV model,” Journal of Electrical and Electronics Engineering, Australia, vol. 21, no. 1, pp. 49–55, 2001. View at Google Scholar · View at Scopus
  39. M. G. Villalva, J. R. Gazoli, and E. Ruppert Filho, “Modeling and circuit-based simulation of photovoltaic arrays,” in Proceedings of the Brazilian Power Electronics Conference (COBEP '09), pp. 1244–1254, Mato Grosso do Sul, Brazil, October 2009. View at Publisher · View at Google Scholar · View at Scopus
  40. H. Patel and V. Agarwal, “MATLAB-based modeling to study the effects of partial shading on PV array characteristics,” IEEE Transactions on Energy Conversion, vol. 23, no. 1, pp. 302–310, 2008. View at Publisher · View at Google Scholar · View at Scopus
  41. B. O. Shubert, “A sequential method seeking the global maximum of a function,” SIAM Journal on Numerical Analysis, vol. 9, no. 3, pp. 379–388, 1972. View at Google Scholar · View at Scopus
  42. D. R. Jones, C. D. Perttunen, and B. E. Stuckman, “Lipschitzian optimization without the Lipschitz constant,” Journal of Optimization Theory and Applications, vol. 79, no. 1, pp. 157–181, 1993. View at Publisher · View at Google Scholar · View at Scopus
  43. E. A. Galperin, “The cubic algorithm,” Journal of Mathematical Analysis and Applications, vol. 112, no. 2, pp. 635–640, 1985. View at Google Scholar · View at Scopus