| 3/2013 - 11 |
Interval Type-2 Fuzzy Logic Controller Based Maximum Power Point Tracking in Photovoltaic SystemsALTIN, N.   |
View the paper record and citations in  |
| Click to see author's profile in SCOPUS, IEEE Xplore, Web of Science |
Download PDF  (782 KB) | Citation | Downloads: 1,597 | Views: 6,126 |
Author keywords
Boost converter, interval type-2 fuzzy logic controller, MPPT, photovoltaic systems
References keywords
fuzzy(16), systems(15), type(9), photovoltaic(9), logic(8), system(6), electronics(6), power(5), industrial(4), grid(4)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2013-08-31
Volume 13, Issue 3, Year 2013, On page(s): 65 - 70
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2013.03011
Web of Science Accession Number: 000326321600011
SCOPUS ID: 84884916465
Abstract
In this paper, interval type-2 fuzzy logic controller based maximum power point tracking method is proposed for photovoltaic systems. The proposed interval type-2 fuzzy logic controller has two inputs and one output. Rate of change in photovoltaic system output power and rate of change in photovoltaic system terminal voltage are selected as input variables and change in duty cycle as output variable. Seven type-2 membership functions are used for determined input and output variables of fuzzy logic controller. Since type-2 fuzzy sets are used, effect of uncertainties on maximum power point tracking capability is removed. Operation point of the photovoltaic system is controlled via a boost type DC-DC converter. Simulation results show that the proposed maximum power point tracking method provides fast dynamic response, and it is also useful for rapidly changing atmospheric conditions. |
| References | | | Cited By «-- Click to see who has cited this paper |
| [1] N. Altin, I. Sefa, "dSPACE based adaptive neuro-fuzzy controller of grid interactive inverter", Energy Conversion and Management, vol. 56, pp. 130-139, 2012. [CrossRef] [Web of Science Times Cited 90] [2] O. Aydogmus, "Design of a solar motor drive system fed by a direct-connected photovoltaic array", Advances in Electrical and Computer Engineering, vol. 12, no:3, pp. 5 3-58, 2012. [CrossRef] [Full Text] [Web of Science Times Cited 9] [3] I. Sefa, N. Altin, "Grid interactive photovoltaic inverters-a review", J. Fac. Eng. Arch. Gazi Univ., vol. 24, no:3, pp.409-424, 2009. [4] D. Petreus, D. Moga, A. Rusu, T. Patarau, M. Munteanu, "Photovoltaic system with smart tracking of the optimal working point", Advances in Electrical and Computer Engineering, vol. 10, no:3, pp. 40-47, 2010. [CrossRef] [Full Text] [Web of Science Times Cited 8] [5] F. Liu, S. Duan, F. Liu, B. Liu, Y. Kang, "A variable step size inc mppt method for pv systems", IEEE Transactions on Industrial Electronics, vol. 55, no. 7, 2622-2628, 2008. [CrossRef] [Web of Science Times Cited 835] [6] H. Koizumi, T. Mizuno, T. Kaito, Y. Noda, N. Goshima, M. Kawasaki, K. Nagasaka, K. Kurokawa, "A novel microcontroller for grid connected photovoltaic systems", IEEE Transactions on Industrial Electronics, vol. 53, no. 6, pp. 1889-1897, 2006. [CrossRef] [Web of Science Times Cited 94] [7] Q. Mei, M. Shan, L. Liu, J. M. Guerrero, "A novel improved variable step-size incremental-resistance mppt method for pv systems", IEEE Transaction on Industrial Electronics, vol. 58, no. 6, pp. 2427-2434, 2011. [CrossRef] [Web of Science Times Cited 454] [8] A. Varnham, A. M. Varnham, G. S. Virk, D. Azzi, "Soft-computing model-based controllers for increased photovoltaic plant efficiencies", IEEE Trans. Energy Convers., vol. 22, no. 4, pp. 873-880, 2007. [CrossRef] [Web of Science Times Cited 22] [9] J. L. Agorreta, L. Reinaldos, R. Gonzalez, M. Borrega, J. Balda, L. Marroyo, "Fuzzy switching technique applied to PWM boost converter operating in mixed conduction mode for PV systems", IEEE Transactions on Industrial Electronics, vol. 56, no. 11, pp. 4363-4373, 2009. [CrossRef] [Web of Science Times Cited 62] [10] L. A. Zadeh, "The concept of a linguistic variable and its application to approximate reasoning-1", Inform. Sci., vol. 8, pp. 199-249. 1975. [11] N. N., Karnik, J. M. Mendel, Q. Liang, "Type-2 Fuzzy Logic Systems", IEEE Transactions on Fuzzy Systems, Vol. 7, No. 6, 1999, 643-658. [CrossRef] [Web of Science Times Cited 1142] [12] S. Barkat, A. Tlemçani, H. Nouri, "Noninteracting adaptive control of PMSM using interval type-2 fuzzy logic systems", IEEE Transactions on Fuzzy Systems, Vol. 19, No. 5, pp. 925-928, 2011. [CrossRef] [Web of Science Times Cited 93] [13] P. Z. Lin, C. M. Lin, C. F. Hsu, T. T. Lee, "Type-2 fuzzy controller design using a sliding-mode approach for application to DC-DC converters", Proc. IEE Electr. Power Appl., vol. 152, no. 6, pp. 1482-1488, 2005. [CrossRef] [Web of Science Times Cited 73] [14] L. Li, W. H. Lin, H. Liu, "Type-2 fuzzy logic approach for short-term traffic forecasting", Proc. Inst. Elect. Eng.-Intell. Transp. Syst., vol. 153, no. 1, pp. 33-40, 2006. [CrossRef] [15] H. Hagras, "A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots", IEEE Trans. on Fuzzy Systems, vol. 12, no. 4, pp. 524-539, 2004. [CrossRef] [Web of Science Times Cited 747] [16] J. Mendel, Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New directions, Upper Saddle River, NJ: Prentice-Hall, 2001. [17] N. Altin, "Single phase grid interactive pv system with mppt capability based on type-2 fuzzy logic systems", Int. Conf. on Renewable Energy Research and Applications, pp.1-6, 2012. [CrossRef] [18] M. G. Villalva, J. R. Gazoli, E. R. Filho, "Comprehensive approach to modeling and simulation of photovoltaic arrays", IEEE Transactions on Power Electronics, vol. 24, pp. 1198-1208, 2009. [CrossRef] [Web of Science Times Cited 2715] [19] C. A. Otieno, G. N. Nyakoe, C. W. Wekesa, "A neural fuzzy based maximum power point tracker for a photovoltaic system", 9th IEEE AFRICON, 1-6, 2009. [CrossRef] [20] N. Altin, T. Yildirimoglu, "Labview/Matlab based photovoltaic system simulator with maximum power point tracking capability", Journal of Polytechnic, vol. 14, no: 4, pp. 271-280, 2011. [21] M. A. Khanesar, E. Kayacan, M. Teshnehlab, O. Kaynak, "Analysis of the noise reduction property of type-2 fuzzy logic systems using a novel type-2 membership function", IEEE Transactions on Systems, Man, and Cybernetics-Part b: Cybernetics, vol. 41, no. 5, 1395-1406, 2011. [CrossRef] [Web of Science Times Cited 79] [22] S. E. Jr. Mineiro, S. Daher, F. L. M. Antunes, C. M. T. Cruz, "Photovoltaic system for supply public illumination in electrical energy demand peak", 19. Annual IEEE Applied Power Electronics Conference and Exposition, vol. 3, 1501-1506, 2004. [CrossRef] [23] Q. Liang, J. M. Mendel, "Interval type-2 fuzzy logic systems: theory and design", IEEE Transactions on Fuzzy Systems, vol. 8 no.5, 535-549, 2000. [CrossRef] [Web of Science Times Cited 1409] Web of Science® Citations for all references: 7,832 TCR SCOPUS® Citations for all references: 0 Web of Science® Average Citations per reference: 341 ACR SCOPUS® Average Citations per reference: 0 TCR = Total Citations for References / ACR = Average Citations per Reference We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more Citations for references updated on 2024-04-20 20:48 in 109 seconds. Note1: Web of Science® is a registered trademark of Clarivate Analytics. Note2: SCOPUS® is a registered trademark of Elsevier B.V. Disclaimer: All queries to the respective databases were made by using the DOI record of every reference (where available). Due to technical problems beyond our control, the information is not always accurate. Please use the CrossRef link to visit the respective publisher site. |
Copyright ©2001-2024
Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
