Modelling and analysis of artificial intelligence based MPPT techniques for PV applications

2014 International Conference on Advances in Green Energy, ICAGE 2014

Volumn , Issue , 2014, Pages 56-65

  Vinay, P ^a   Mathews, Manju Ann ^a  

^a MAR BASELIOS COLLEGE OF ENGINEERING AND TECHNOLOGY   (India)

Author keywords

Adaptive Neuro Fuzzy Interface System; Fuzzy Logic Control Neural Network; Grid Tied Inverter; Maximum Power Point Tracking; Permanent Magnet DC Motor; Photovoltaic; Sepic Converter

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ARTIFICIAL INTELLIGENCE; DC MOTORS; ELECTRIC MACHINE CONTROL; ELECTRIC POWER SYSTEM CONTROL; ELECTRIC RECTIFIERS; ENERGY POLICY; FUZZY LOGIC; INCIDENT SOLAR RADIATION; MAGNETS; MAXIMUM POWER POINT TRACKERS; PERMANENT MAGNETS; PHOTOVOLTAIC CELLS; SOLAR POWER GENERATION; SOLAR RADIATION;

ADAPTIVE NEURO-FUZZY; FUZZY LOGIC CONTROL; GRID TIED INVERTER; MAXIMUM POWER POINT TRACKING; PERMANENT MAGNET DC MOTORS; PHOTOVOLTAIC; SEPIC CONVERTER;

DC-DC CONVERTERS;

EID: 84988215174     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICAGE.2014.7050144     Document Type: Conference Paper

References (11)

1. Subudhi B. and Pradhan R., "A comparative study on maximum power point tracking techniques for photovoltaic power systems", IEEE Transactions on Sustainable Energy, vol. 4, no. 1, January 2013, pp. 89-98.
2. Guilherme A. and Carlos A., "Evaluation of the Main MPPT Techniques for Photovoltaic Applications", IEEE Transactions on Industrial Electronics, vol. 60, no. 3, March 2013, pp. 1156-1167.
3. Neena Sugathan, V. Biju, G Renuka, "Solar Activity and regional climate over short tome scales at Thiruvananthapuram, South Kerala, India," Indian Journal of Radio & Space Physics, Vol 42, April 2013, pp 69-72
4. R. Ramaprabha, V. Gothandaraman, K. Kanimozhi, R. Divya and B. L. Mathur, "Maximum Power Point Tracking using GA Optimized Artificial Neural Network for Solar PV System," 1st International Conference on Electrical Energy Systems (ICEES), 3-5 Jan. 2011, pp. 264-268
5. Farzad Sedaghati,Ali Nahavandi,Mohammad Ali Badamchizadeh, Sehraneh Ghaemi, and Mehdi Abedinpour Fallah, "PV Maximum Power-Point Tracking by Using Artificial Neural Network," Mathematical Problems in Engineering Volume 2012.
6. Ahmed M. Othman, Mahdi M. M. El-arini, Ahmed Ghitas, Ahmed Fathy, "Realworld maximum power point tracking simulation of PV system based on Fuzzy Logic control," NRIAG Journal of Astronomy and Geophysics, January 2014, 186-194.
7. Ali Nasr Allah Ali1, Mohamed H. Saied2, M. Z. Mostafa3, T. M. Abdel-Moneim, "A Survey of Maximum PPT techniques of PV Systems," Energytech, 2012 IEEE, May 2012, 1-17.
8. Gow, J. A. and Manning, C. D. "Development of a photovoltaic array model for use in power-electronics simulation studies," IEEE Proceedings on Electric Power Applications, Volume: 146, Issue: 2, pp. 193-200, March 1999.
9. Ali Reza Reisi, Mohammad Hassan Moradi, Shahriar Jamasb, "Classification and comparison of maximum power point tracking techniques for photovoltaic system: A review," Renewable and Sustainable Energy Reviews 19 (2013) 433-443.
10. Sreedevi S Nair, Mini Rajeev "Design and Simulation of PV Powered PMBLDC Motor for Water Pumping," Proceedings of Third Biennial National Conference, NCNTE, February, 2012. pp. 65-70.
11. Liu Jie, Yang Haizhu, "Research on maximum power point tracking control based on the low power photovoltaic grid connected inverter," Sixth International Conference on Power Electronics and Motion Control, May 2009, 2165-217