3/2020 - 8 |
Two Types of Fuzzy Logic Controllers for the Speed Control of the Doubly-Fed Induction MachineSAIDI, A. , NACERI, F. , YOUB, L. , CERNAT, M. , GUASCH PESQUER, L. |
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Author keywords
induction motors, fuzzy logic, fuzzy control, velocity control, regulators, stability
References keywords
fuzzy(50), control(27), systems(23), induction(20), type(19), logic(19), controller(16), sliding(12), mode(11), machine(11)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2020-08-31
Volume 20, Issue 3, Year 2020, On page(s): 65 - 74
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2020.03008
Web of Science Accession Number: 000564453800008
SCOPUS ID: 85090323255
Abstract
The paper presents two fuzzy logic control algorithms: type-1 and type-2. These two nonlinear techniques are used for adjust the speed control with a direct stator flux orientation control of a doubly fed induction motor. The effectiveness of the proposed control strategy is evaluated under different operating conditions such as of reference speed and for load torque step changes at nominal parameters and in the presence of parameter variation (stator resistance, rotor resistance and moment of inertia). The results of the simulation of the doubly fed induction motor velocity control have shown that fuzzy type-2 ensures better dynamic performances with respect to fuzzy type-1 control, even by parametric variations and external disturbances. |
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[1] K. Loukal and L. Benalia, "Type-2 Fuzzy Logic Controller of a Doubly Fed Induction Machine," Advances in Fuzzy Systems, Vol. 2016, pp.1-10, Article ID 8273019, [CrossRef] [Web of Science Times Cited 2] [SCOPUS Times Cited 6] [2] D. Ben Attous and Y. Bekakra, "Speed Control of a Doubly Fed Induction Motor using Fuzzy Logic Techniques," International Journal on Electrical Engineering and Informatics, Vol. 2, No. 3, 2010, [CrossRef] [SCOPUS Times Cited 19] [3] P. E. Vidal, Commande non-lineaire d'une machine asynchrone a double alimentation, Doct. Thesis, Dept. of Elect. Eng., National Polytechnic Institute of Toulouse, France, 2004. [4] M. S. Vicatos and J. A. Tegopoulos, "A Doubly-fed induction machine differential drive model for automobiles," IEEE Trans. Energy Conversion., Vol. 18, No. 2, pp.225-230, 2003, [CrossRef] [Web of Science Times Cited 24] [SCOPUS Times Cited 38] [5] Y. Bekakra, D. Ben Attous, "Fuzzy Sliding Mode Controller for Doubly Fed Induction Motor Speed Control," Journal of Fundamental and Applied Sciences, Vol. 2 No. 2, pp. 272-287, 2010, [CrossRef] [6] Y. Bekakra, D. Ben Attous, "Speed and flux control for DFOC of doubly fed induction machine using sliding mode controller," Acta Electrotechnica et Informatica, Vol. 10, No. 4, pp.75-81, 2010, Faculty of Electrical Engineering and Informatics (FEI), Technical University of Kosice (TUKE), ISSN 1335-8243 [7] S. Aissi, L. Saidi, R. Abdessemed, F. Ababsa, "Comparative Study of Passivity and RST Regulator Applied to Doubly Fed Induction Machine," Journal of Electrical Engineering & Technology ,Vol. 4, No. 4, pp. 521-526, 2009, [CrossRef] [SCOPUS Times Cited 3] [8] A. Saidi, F. Naceri, "Comparative study between Sliding mode controller and Fuzzy Sliding mode controller in a speed control for doubly fed induction motor," Proc. of IEEE International Conference on Control Engineering & Information Technology (CEIT), 2016 , pp. 1-6, [CrossRef] [SCOPUS Times Cited 32] [9] T. Laamayad, F. Naceri, R. Abdessemed and S. Belkacem, "A Fuzzy Sliding Mode Strategy for control of the Dual Star Induction Machine," Journal of Electrical Engineering, Romania, Vol. 13, No. 3, pp. 216-223, 2013 [10] H. Amimeur, D. Aouzellag, R. Abdessemed, K. Ghedamsi, "Sliding mode control of a dual-stator induction generator for wind energy conversion systems," International Journal of Electrical Power and Energy Systems, vol. 42, pp. 60-70, 2012, [CrossRef] [Web of Science Times Cited 98] [SCOPUS Times Cited 138] [11] S. Meroufel, A. Massoum, A. Bentaallah, P. Wira, "Double star induction motor direct torque control with fuzzy sliding mode speed controller," Rev. Roum. Sci. Techn. Electrotechn. et Energ., ISSN: 0035-4066, vol. 62(1), pp. 31-35, 2017 [12] L. A. Mier Quiroga, J. S. Benitez Read, R. Lopez Callejas, J. A. Segovia de los Rios, R. Pena Eguiluz; F. J. Jimenez Ramirez, "Adaptive Fuzzy Control System for a Squirrel Cage Induction Motor," IEEE Latin America Transactions, vol. 15, pp. 795- 805, 2017, [CrossRef] [Web of Science Times Cited 12] [SCOPUS Times Cited 16] [13] H. Amimeur, D. Aouzellag, R. Abdessemed, K. Ghedamsi, "Sliding mode control of a dual-stator induction generator for wind energy conversion systems," International Journal of Electrical Power and Energy Systems, vol. 42, pp. 60-70, 2012, [CrossRef] [Web of Science Times Cited 98] [SCOPUS Times Cited 138] [14] D. Wu, "On the fundamental differences between interval type-2 and type-1 fuzzy logic controllers," IEEE Transactions on Fuzzy Systems, Vol. 20(5), 2012, pp. 832-848, [CrossRef] [Web of Science Times Cited 279] [SCOPUS Times Cited 293] [15] I. Iancu, A. Mamdani, "Type fuzzy logic controller," University of Craiova, Romania, 2012, http://www.intechopen.com/book/fuzzy logiccontrols-concepts-theories-and-applications/a-mamdani-type-fuzzy-logic-controller [16] Z. Tir, Om.P. Malikb, A.M. Eltamaly, "Fuzzy logic based speed control of indirect field oriented controlled Double Star Induction Motors connected in parallel to a single six-phase inverter," Electric Power Systems Research, Elsevier, vol. 134, pp. 126-133, 2016, [CrossRef] [Web of Science Times Cited 34] [SCOPUS Times Cited 47] [17] K. Kouzi, T. Seghier and A. Natouri, "Fuzzy Speed Sensorless Vector Control of Dual Star induction Motor Drive using MRAS Approach," International Journal of Electronics and Electrical Engineering IJEEE, Vol. 3, No. 6, pp. 445-450, December 2015, ISSN 2301-380X [18] J. Ch. Lo, Y. H. Kuo, "Decoupled Fuzzy Sliding Mode Control," IEEE Trans. on Fuzzy Systems, Vol. 6, No. 3, pp. 426-435, 1998, [CrossRef] [Web of Science Times Cited 206] [SCOPUS Times Cited 282] [19] H. Hassani, J. Zarei, "Interval Type-2 Fuzzy Logic Controller Design for the Speed Control of DC Motors," Systems Science & Control Engineering, vol. 3 no. 1, pp. 266-273, 2015, [CrossRef] [Web of Science Times Cited 19] [SCOPUS Times Cited 32] [20] K. Saadaoui1, B. Bouderah, O. Assas, M.-A. Khodja, "Type-1 and Type-2 fuzzy Sets to Control a Nonlinear Dynamic System," Revue d'Intelligence Artificielle, Vol. 33, No. 1, February, 2019, pp. 1-7, https://doi.org/10.18280/ria.330101 [21] H. Acikgoz, O.F. Kececioglu, A. Gani, M. Tekin, M. Sekkeli, "Robust Control of Shunt Active Power Filter Using Interval Type-2 Fuzzy Logic Controller for Power Quality Improvement," TehniÄki vjesnik, vol. 24, no. Suppl. 2, pp. 363-368, 2017, [CrossRef] [Web of Science Times Cited 16] [SCOPUS Times Cited 18] [22] S. Lekhchine, T. Bahi, Y. Soufi, "Indirect rotor field oriented control based on fuzzy logic controlled double star induction machine," Internat. Journal of Electrical Power and Energy Systems, Elsevier, vol. 57, pp. 206-211, 2014, [CrossRef] [Web of Science Times Cited 42] [SCOPUS Times Cited 58] [23] M. K. Panda, G. N. Pillai, and V. Kumar, "Design of an Interval Type-2 Fuzzy Logic Controller for Automatic Voltage Regulator System," Journal of Electric Power Components and Systems, Volume 40, 2011, Issue 2, pp. 219-235, [CrossRef] [Web of Science Times Cited 19] [SCOPUS Times Cited 24] [24] D. Wu, M. Nie, "Comparison and practical implementation of type-reduction algorithms for type-2 fuzzy sets and systems," In: Proc. of IEEE International Conference on Fuzzy Systems, Taipei, Taiwan, pp. 2131-2138., 2011, [CrossRef] [25] H. Bühler, Reglage par Logique Floue. Collection Electricite, Presses Polytechniques et Universitaires Romandes. Suisse. 1994. [26] L. Reznik, Fuzzy Controllers. Newness, Universite de Technologie Victoria, Melbourne, Australie. 1997. [27] H. Rezzine, Introduction a la Logique Floue & a la Commande Floue. Cours 3AIng Contrôle des Systemes. Ecole Militaire Polytechnique (EMP), Alger (Algerie). [28] F. Chevrie, F. Guely, La logique floue. Cahier Technique No.°191. Groupe Schneider. Mars, 1998. [29] E. Merabet, H. Amimeur, F. Hamoudi, R. Abdessemed, "Self-Tuning Fuzzy Logic Controller for a Dual Star Induction Machine," Journal of Electrical Engineering and Technology, Korea, Vol. 6, No. 1, pp.133-138, 2011, [30] N. Farah, M. H. N. Talib, Z. Ibrahim, M. Azri, Z. Rasin, "Self-Tuned Output Scaling Factor of Fuzzy Logic Speed Control of Induction Motor Drive," 7th IEEE International Conference on System Engineering and Technology (ICSET), pp. 134-139 2017, [CrossRef] [SCOPUS Times Cited 8] [31] T. H. Liu, and M. T. Lin, A Fuzzy Sliding Mode Controller, "Design for a Synchronous Reluctance Motor Drive," IEEE. Trans. AES-32(2), pp. 1065-1076, 1996, [CrossRef] [Web of Science Times Cited 39] [SCOPUS Times Cited 48] [32] U. S. Lu and J. S. Chen, "A self-organizing fuzzy sliding controller design for a class of nonlinear servo system," IEEE Trans. IE-41, pp. 492-502, 1994, [CrossRef] [Web of Science Times Cited 104] [SCOPUS Times Cited 137] [33] K. Zeb, Z. Ali, K. Saleem,W. Uddin, M.A. Javed, N. Christofides, "Indirect field-oriented control of induction motor drive based on adaptive fuzzy logic controller," Electrical Engineering, (Archiv für Elektrotechnik), Springer, vol. 99, pp. 803-815, 2017, [CrossRef] [Web of Science Times Cited 35] [SCOPUS Times Cited 44] [34] L. A. Mier Quiroga, J.S. Benitez Read, R. Lopez Callejas, J.A. Segovia de los Rios; R. Pena Eguiluz; F.J. Jimenez Ramirez, "Adaptive Fuzzy Control System for a Squirrel Cage Induction Motor," IEEE Latin America Transactions, vol. 15, pp. 795-805, 2017, [CrossRef] [Web of Science Times Cited 12] [SCOPUS Times Cited 16] [35] Z. Boudjemaa. Commande vectorielle sans capteur de vitesse d'une machine asynchrone a double alimentation par regulateur PI-Flou. Memoire de Magister, Universite d'Oran, Algerie. 2010. [36] Al-Rouh. Contribution a la commande sans capteur de la machine asynchrone. Thèse de doctorat, Universite Henri Poincare, Nancy-I, France, 2004. [37] A. Bouguerra. Commande Tolerante aux Defauts d'un Appareil a Vol Vertical- These de doctorat, Universite de M'sila, Algerie, 2015. [38] C. C. Lee, "Fuzzy Logic in Control Systems: Logic Controller," IEEE Transactions on Systems, Man, and Cybernetics, Vol. 20, No.2, March/April 1990, pp.404-435, [CrossRef] [39] L. A. Zadeh, Fuzzy sets. Information and Control, Elsevier, vol. 8(3), pp. 338-353, 1965, [CrossRef] [SCOPUS Times Cited 70414] [40] J. M. Mendel, "Type-2 Fuzzy Sets and Systems: a Retrospective," Informatik Spectrum, Springer, Vol. 38(6), Dec. 2015, pp 523-532, [CrossRef] [SCOPUS Times Cited 29] [41] N. N. Karnik, J. M. Mendel, and Q. Liang, "Type-2 Fuzzy Logic Systems," IEEE Transactions on Fuzzy Systems, Vol. 7, pp. 643-658, 1999, [CrossRef] [Web of Science Times Cited 1172] [SCOPUS Times Cited 1460] [42] Q. Liang, J. M. Mendel, "Interval type-2 fuzzy logic systems: theory and design, IEEE Trans. on Fuzzy Systems," Vol. 8, Issue 5, Oct 2000, pp. 535 - 550, [CrossRef] [Web of Science Times Cited 1452] [SCOPUS Times Cited 1793] [43] K. Saadaoui1, B. Bouderah, O. Assas, M.-A. Khodja, "Type-1 and Type-2 fuzzy Sets to Control a Nonlinear Dynamic System," Revue d'Intelligence Artificielle, Vol. 33, No. 1, February, 2019, pp. 1-7, [CrossRef] [SCOPUS Times Cited 4] [44] J. M. Mendel, "Uncertainty, fuzzy logic, and signal processing," Signal Processing, Vol. 80(6), 2000, pp. 913-933. [CrossRef] [Web of Science Times Cited 189] [SCOPUS Times Cited 240] [45] J. M Mendel, I. J. Robert, A fundamental decomposition of type-2 fuzzy sets. Univ. Southern California, Univ. De Montfort, U.K, 2001. [46] J. M. Mendel, Rule-Based Fuzzy Logic Systems: Introduction and new Directions, Prentice-Hall, New Jersey, 2001. [47] J. Ch. Lo, Y. H. Kuo, "Decoupled Fuzzy Sliding Mode Control," IEEE Trans. on Fuzzy Systems, Vol. 6, No. 3, pp. 426-435, 1998, [CrossRef] [Web of Science Times Cited 206] [SCOPUS Times Cited 282] [48] H. Mohammed, A. Meroufel, "Contribution to the Neural network speed estimator for sensor-less fuzzy direct control of torque application using double stars induction machine," 2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM), pp. 1-8, 2014, [CrossRef] [SCOPUS Times Cited 5] [49] H. Tahayori, A. G. B. Tettamanzi, and G. Degli-Antoni, "Approximated type-2 fuzzy set operations," IEEE International Conference on Fuzzy Systems, pp. 1910-1917, 2006, [CrossRef] [Web of Science Times Cited 30] [SCOPUS Times Cited 47] [50] E. H. Mamdani, "Application of fuzzy algorithms for control of simple dynamic plant." Proc. IEEE, Vol.121, No.12, pp.1585-1588, 1974, [CrossRef] [SCOPUS Times Cited 3430] Web of Science® Citations for all references: 4,088 TCR SCOPUS® Citations for all references: 79,101 TCR Web of Science® Average Citations per reference: 80 ACR SCOPUS® Average Citations per reference: 1,551 ACR 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 2024-12-23 04:19 in 228 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. 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