The Minimization of Torque Ripples of Segmental Type Switched Reluctance Motor by Particle Swarm Optimization
AbstractIn this study, we realized a controller design which can reduce torque ripple of 10/8 Switched Reluctance Motor (SRM). To perform the study, a Switched Reluctance Motor with 5 phase, U type segmental rotor was used. The control of the SRM was actualized by bipolar converter used H-bridge topology. The control signals of converter are obtained by control circuit designed by using dsPIC33EP512MU810. One of the reasons of the current ripples in the SRM is ON-OFF times in a period of the control signals. When the ripples of the current reduced, the ripples of torque of the SRM also reduced. Therefore, in this study, the ON-OFF times in a period of phase control signals were determined by an algorithm used particle swarm optimization. When SRM was controlled by this algorithm developed, the decreasing of its torque ripples was determined.
Terzioglu H., Bal G., and Herdem S., "The Modelling of Variation Inductance For Segmental Type Switched Reluctance Motors," presented at the 7th International Advanced Technologies Symposium (IATS’13), Istanbul, Turkey, 2013.
G. Bal, Özel elektrik makinaları: Seçkin Yayıncılık, 2011.
Uygun D., "5-Fazlı U-Tipi Segmental Rotorlu Bipolar Uyartımlı 10/8 Anahtarlamalı Relüktans Motorun Tasarımı Ve Uygulaması," Ph.D.. Thesis, Fen Bilimleri Enstitüsü Elektrik Eğitimi, Gazi Üniversitesi, 2012.
D. Uygun, G. Bal, and I. Sefa, "Linear Model of a Novel 5-Phase Segment Type Switched Reluctance Motor," Elektronika ir Elektrotechnika, vol. 20, pp. 3-7, 2014.
V. P. Vujičić, "Minimization of torque ripple and copper losses in switched reluctance drive," IEEE transactions on power electronics, vol. 27, pp. 388-399, 2012.
S. AbouHashesh, M. El-Nemr, and E. Rashad, "Correlative angles switching technique for switched reluctance motor drive systems," in GCC Conference and Exhibition (GCCCE), 2015 IEEE 8th, 2015, pp. 1-6.
S. K. Sahoo, S. Dasgupta, S. K. Panda, and J.-X. Xu, "A Lyapunov function-based robust direct torque controller for a switched reluctance motor drive system," IEEE Transactions on Power Electronics, vol. 27, pp. 555-564, 2012.
Y. K. Choi and C. S. Koh, "Pole Shape Optimization of Switched Reluctance Motor for Reduction of Torque Ripple," in 2006 12th Biennial IEEE Conference on Electromagnetic Field Computation, 2006.
M. Liptak, "Principle of Design of Four-phase Low-power Switched Reluctance Machine Aimed: to the Maximum Torque Production," Journal of Electrıical Engineering-Bratislava, vol. 55, pp. 138-143, 2004.
B. G., D. Uygun, "An approach to obtain an advisable ratio between stator and rotor tooth widths in switched reluctance motors for higher torque and smoother output power profile," Gazi University Journal of Science, vol. 23, pp. 457-463, 2010.
Z. Lin, D. S. Reay, B. W. Williams, and X. He, "Torque Ripple Reduction in Switched Reluctance Motor Drives Using B-Spline Neural Networks," IEEE Transactions on Industry Applications, vol. 42, pp. 1445-1453, 2006.
S.-Y. Wang, C.-L. Tseng, and S.-C. Chien, "Adaptive fuzzy cerebellar model articulation control for switched reluctance motor drive," IET electric power applications, vol. 6, pp. 190-202, 2012.
R. Zhong, Y. Wang, and Y. Xu, "Position sensorless control of switched reluctance motors based on improved neural network," IET Electric Power Applications, vol. 6, pp. 111-121, 2012.
C. Moron, A. Garcia, E. Tremps, and J. Somolinos, "Torque control of switched reluctance motors," IEEE Transactions on Magnetics, vol. 48, pp. 1661-1664, 2012.
C.-L. Tseng, S.-Y. Wang, S.-C. Chien, and C.-Y. Chang, "Development of a self-tuning TSK-fuzzy speed control strategy for switched reluctance motor," IEEE Transactions on Power Electronics, vol. 27, pp. 2141-2152, 2012.
M. Rafiq, S.-u. Rehman, F.-u. Rehman, Q. R. Butt, and I. Awan, "A second order sliding mode control design of a switched reluctance motor using super twisting algorithm," Simulation Modelling Practice and Theory, vol. 25, pp. 106-117, 2012.
H. M. Hasanien and S. Muyeen, "Speed control of grid-connected switched reluctance generator driven by variable speed wind turbine using adaptive neural network controller," Electric Power Systems Research, vol. 84, pp. 206-213, 2012.
R. Vandana, S. Nikam, and B. Fernandes, "High torque polyphase segmented switched reluctance motor with novel excitation strategy," IET electric power applications, vol. 6, pp. 375-384, 2012.
Y. Hasegawa, K. Nakamura, and O. Ichinokura, "A novel switched reluctance motor with the auxiliary windings and permanent magnets," IEEE Transactions on Magnetics, vol. 48, pp. 3855-3858, 2012.
M. Takeno, A. Chiba, N. Hoshi, S. Ogasawara, M. Takemoto, and M. A. Rahman, "Test results and torque improvement of the 50-kW switched reluctance motor designed for hybrid electric vehicles," IEEE Transactions on Industry Applications, vol. 48, pp. 1327-1334, 2012.
E. O. a. H. K. M. Polat, "Control of Switched Reluctance Motor and Examination of Effect on the Torque Ripple of the Trigger Points," presented at the 6th International Advanced Symposium (IATS’11), Elazıg, Turkey, 2011.
D. Uygun, "Design and Application Of 5-Phase Bipolar Excited 10/8 Switched Reluctance Motor With U-Type Segmental Rotor Pairs," PhD thesis, Electrical Education, Gazi University, Graduate School of Natural and Applied Sciences, 2012.
N. J. Nagel and R. D. Lorenz, "Modeling of a saturated switched reluctance motor using an operating point analysis and the unsaturated torque equation," IEEE transactions on industry applications, vol. 36, pp. 714-722, 2000.
Y.-L. Cui, X.-C. Yu, H.-L. Fan, and J.-B. Fan, "The simulation study for switched reluctance motor drives based on Matlab 6.5," in 2005 International Conference on Machine Learning and Cybernetics, 2005, pp. 1076-1081.
İ. Akbulut, "Parçacık Sürü Optimizasyonu ile Anten Tasarımı " Yüksek Lisans, Mühendislikte İleri Teknolojiler, İstanbul Teknik Üniversitesi, Bilişim Enstitüsü, 2009.
H. Eldem, "Karınca Koloni Optimizasyonu (KKO) ve Parçacık Sürü Optimizasyonu (PSO) Algortimaları Temelli Bir Hiyerarşik Yaklaşım Geliştirilmesi " Yüksek Lisans, Bilgisayar Mühendisliği, Selçuk Üniversitesi, Fen Bilimleri Enstitüsü, 2014.
H. Demirci, "Parçacık Sürü Optimizasyonu ve Çoğalan Sürü Algoritmasının Yüzey Geri Çatımı Problemşnde Uygulanması ve Karşılaştırılması," Yüksek Lisans, Bilgisayar ve Bilişim Mühendisliği, Sakarya Üniversitesi, Fen Bilimleri Enstitüsü, 2011.
M. Y. Özsağlam and M. Cunkaş, "Optimizasyon Problemlerinin Çözümü için Parçaçık Sürü Optimizasyonu Algoritması," Politeknik Dergisi, vol. 11, 2008.
Erdoğmuş P. and E. Yalcin, "Parçacık Sürü Optimizasyonu ile Kısıtsız Optimizasyon Test Probleminin Çözümü " İleri Teknoloji Bilimleri Dergisi, vol. 4, 2015.
S. Kiranyaz, T. Ince, and M. Gabbouj, Multidimensional particle swarm optimization for machine learning and pattern recognition: Springer, 2014.
Copyright (c) 2018 International Journal of Intelligent Systems and Applications in Engineering
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
All papers should be submitted electronically. All submitted manuscripts must be original work that is not under submission at another journal or under consideration for publication in another form, such as a monograph or chapter of a book. Authors of submitted papers are obligated not to submit their paper for publication elsewhere until an editorial decision is rendered on their submission. Further, authors of accepted papers are prohibited from publishing the results in other publications that appear before the paper is published in the Journal unless they receive approval for doing so from the Editor-In-Chief.
IJISAE open access articles are licensed under a Creative Commons Attribution-ShareAlike 4.0 International License. This license lets the audience to give appropriate credit, provide a link to the license, and indicate if changes were made and if they remix, transform, or build upon the material, they must distribute contributions under the same license as the original.