Frequency Speed Control of Rotary Travelling Wave Ultrasonic Motor Using Fuzzy Controller
Abstract
This paper proposes frequency speed control of rotary travelling wave ultrasonic motor (TWUSM), type Daimler Benz AWM90-X motor. The control characteristics of TWUSM are complicated, highly nonlinear and varying in time. This can lead to deterioration of the performance of conventional controller such as proportional integral (PI). In order to achieve high control performance of the TWUSM, fuzzy logic controller (FLC) has been designed and compared to the conventional PI controller. To validate the performance of the proposed FLC, simulation of the speed response has been performed and analyzed for a varying load. The simulation results show that the FLC has smaller settling time, smaller rising time and minimum error in steady state. Furthermore, the fuzzy controller provides good results for large load variations. The frequency output of the controller has been validated with experimental measurements of AWM90-X.
Keywords:
nonlinear control, fuzzy logic controller, travelling wave ultrasonic motor type Daimler–Benz, AWM90-XDownloads
References
D. Zhang, S. Wang, J. Xiu, “Piezoelectric parametric effects on wave vibration and contact mechanics of traveling wave ultrasonic motor”, Ultrasonics, Vol. 81, pp. 11-126 ,2017 DOI: https://doi.org/10.1016/j.ultras.2017.05.013
Y. Wang, W. Huang, “A piezoelectric motor with two projections using two orthogonal flexural vibration modes”, Sensors and Actuators A: Physical, Vol. 250, pp. 170-176, 2016 DOI: https://doi.org/10.1016/j.sna.2016.09.029
F. R. M. Romlay, W. A. W. Yusoff, K. A. M. Piah, “Increasing the efficiency of traveling wave ultrasonic motor by modifying the stator geometry”, Ultrasonics, Vol. 64, pp. 177-185, 2016 DOI: https://doi.org/10.1016/j.ultras.2015.09.002
G. Bal, E. Bekiroglu, “Servo speed control of traveling –wave ultrasonic motor using digital signal processor”, Sensor and Actuators A: Physical, Vol. 109, No. 3, pp. 212-219, 2004 DOI: https://doi.org/10.1016/j.sna.2003.10.019
A. Gencer, “A Comparative Speed/Position Control Technique Based Fuzzy Logic Control for Travelling Wave Ultrasonic Motor”, 7th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), Bucharest, Romania, June 25-27, 2015 DOI: https://doi.org/10.1109/ECAI.2015.7301191
T. Senjyu, M. Nakamura, U. Urasaki, H. Sekine, T. Funabashi, “Mathematical Model of Ultrasonic Motors for Speed Control”, Electric Power Components and Systems, Vol. 36, No. 6, pp. 637-648, 2008 DOI: https://doi.org/10.1080/15325000701801611
J. Shi, B. Liu, “Optimum Efficiency Control of Traveling-Wave Ultrasonic Motor System”, IEEE Transaction on Industrial Electronics, Vol. 58, No. 10, pp. 4822-4829, 2011 DOI: https://doi.org/10.1109/TIE.2011.2114316
K. T. Chau, S. W. Chung, C. C. Chan, “Neuro-fuzzy speed tracking control of traveling-wave ultrasonic motor drives using direct pulsewidth modulation”, IEEE Transactions on Industry Applications, Vol. 39, No. 4, pp. 1061-1069, 2003 DOI: https://doi.org/10.1109/TIA.2003.813736
K. T. Chau, S. W. Chung, “Servo position control of ultrasonic motors using fuzzy neural network”, Electric Power Components and Systems, Vol. 29, No. 3, pp. 229-246, 2001 DOI: https://doi.org/10.1080/153250001300006644
G. Bal, E. Bekiroglu, S. Demirbas, I. Colak, “Fuzzy logic based DSP controlled servo position control for ultrasonic motor”, Energy Conversion and Management, Vol. 45, No. 20, pp. 3139-3153, 2004 DOI: https://doi.org/10.1016/j.enconman.2004.02.001
T. Senjyu, S. Yokoda, K. Uezato, “Speed control of ultrasonic motors using fuzzy neural network”, Journal of Intelligent and Fuzzy Systems, Vol. 8, No. 2, pp. 135-146, 2000
T. Senjyu, T. Yoshida, K. Uezato, T. Funabashi, “Position control of ultrasonic motors using adaptive backstepping control and dead-zone compensation with fuzzy inference”, IEEE International Conference on Industrial Technology, Bankok, Thailand, pp. 560–565, December 11-14, 2002
M. Brahim, I. Bahri, Y. Bernard, “Real time implementation of H-infinity and RST motion control of rotary traveling wave ultrasonic motor”, Mechatronics, Vol. 44, pp. 14-23, 2017 DOI: https://doi.org/10.1016/j.mechatronics.2017.04.003
S. Jingzhuon, L. Yu, H. Jingtao, X. Meiyu, Z. Juwei, Z. Lei, “Novel intelligent PID Control of travelling wave ultrasonic motor”, ISA Transactions, Vol. 53, No. 5, pp. 1670-1679, 2014 DOI: https://doi.org/10.1016/j.isatra.2014.05.022
F. Z. Kebbab, Z. Boumous, S. Belkhiat, “Traveling Wave Ultrasonic Motor Type Daimler-Ben AWM90–X: Modeling and Simulation Mechanical Characteristics”, Journal of Electrical Systems, Vol. 1, pp. 24-29, 2009
F. Z. Kebbab, Z. Boumous, S. Belkhiat, “Rotary Ultrasonic Motors: Daimler-Benz AWM 90–X TWUSM motor, Experimental and Simulation mechanical characteristics”, Journal of Electrical Systems, Vol. 5, No. 4, 2009
Z. Boumous, S. Belkhiat, F. Z. Kebbab, “Effect of shearing deformation on the transient response of a traveling wave ultrasonic motor”, Sensors and Actuators A: Physical, Vol. 150, No. 2, pp. 243-250, 2009 DOI: https://doi.org/10.1016/j.sna.2008.12.018
K. Premkumar, B. V. Manikandan, “Adaptive Neuro-Fuzzy Inference System based speed controller for brushless DC motor”, Neurocomputing, Vol. 138, pp. 260–270, 2014 DOI: https://doi.org/10.1016/j.neucom.2014.01.038
A. Prabaharan. E. Balamurugan, “Speed Control of Switched Reluctance Motor Using ANFIS and GA”, International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, Vol. 5, No. 7, pp. 152-158, 2016
V. M. Varatharaju, B. L. Mathur, “Adaptive Neuro-Fuzzy speed Controller for husteresis curent controlled PMBLDC motor derive”, International Journal of Advances in Engineering & Technology, Vol. 1, No. 4, pp. 212-223, 2011
H. Chaudhary, S. Khatoon, R. Singh, “ANFIS Based Speed Control of DC Motor”, 2nd International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH), Ghaziabad, India, November 18-19, 2016 DOI: https://doi.org/10.1109/CIPECH.2016.7918738
N. Muruganantam, S. Palani, “Adaptive Neuro-Fuzzy Inference system based controller for high performance BLDC motor using soft switching inverter”, Journal of Theoretical and Applied Information Technology, Vol. 49, No. 3, 2013
E. Bekiroglu, “Microcontroller-based full control of ultrasonic motor with frequency and voltage adjusting”, Sensors and Actuators A: Physical, Vol. 141, No. 1, pp. 151-159, 2008 DOI: https://doi.org/10.1016/j.sna.2007.07.018
B. Matteo, Modelisation et commande du moteur piezoelectrique a onde progressive, PhD Thesis, Ecole Polytechnique Federale de Lausanne, 2005 (in French)
G. Kandare, J. Wallaschek, “Derivation and validation of a mathematical model for travelling wave ultrasonic motors”, Smart Materials and Structures, Vol. 11, No. 4, pp. 565-574, 2002 DOI: https://doi.org/10.1088/0964-1726/11/4/312
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