Self-Tuning Fuzzy Speed Controller Of Travelling Wave Ultrasonic Motor

[1]Zhu H., Li Z. R. and Zhao C. S., “An efficient approach to optimize the vibration mode of bar-type ultrasonic motors”, Ultrasonics, vol.50, 4-5, pp. 491-495, 2010.10.1016/j.ultras.2009.10.01019926107 Search in Google Scholar

[2]Radi B. and Hami A. E., “The study of the dynamic contact in ultrasonic motor”, Applied Mathematical Modelling, vol. 34, No. 12, 2010, pp. 3767-3777.10.1016/j.apm.2010.03.002 Search in Google Scholar

[3]Puu-An J. and Ching-Chih T., “Equivalent circuit modeling of an asymmetric disc-type ultrasonic motor”, IEEE Transactions on Instrument and Measurement, vol. 58, No. 7, 2009, pp. 2351-2357.10.1109/TIM.2009.2013928 Search in Google Scholar

[4]Pirrotta S., Sinatra R. and Meschini A., “Evaluation of the effect of preload force on resonance frequencies for a traveling wave ultrasonic motor”, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, vol. 53, No. 4, 2006, pp. 746-753.10.1109/TUFFC.2006.1621501 Search in Google Scholar

[5]Faa-Jeng L., Ying-Chih H. and Syuan-Yi C., “Field-programmable gate array-based intelligent dynamic sliding-mode control using recurrent wavelet neural network for linear ultrasonic motor”, IET Control Theory Appl., vol. 4, No. 9, 2010, pp. 1511-1532.10.1049/iet-cta.2009.0066 Search in Google Scholar

[6]Faa-Jeng L., Kung Y.-S., Syuan-Yi C. and Liu, Y.-H., “Recurrent wavelet-based Elman neural network control for multi-axis motion control stage using linear ultrasonic motors”, IET Electr. Power Appl., vol. 4, No. 5, 2010, pp. 314-332.10.1049/iet-epa.2009.0144 Search in Google Scholar

[7]Faa-Jeng L., Ying-Chih H. and Syuan-Yi C., “FPGA-based computed force control system using Elman neural network for linear ultrasonic motor”, IEEE Transactions on Industrial Electronics, vol. 56, No. 4, 2009, pp. 1238-1253.10.1109/TIE.2008.2007040 Search in Google Scholar

[8]Fu P., Guo J. F. and Ding J., “A neuron adaptive PID speed and position control for ultrasonic motors”, Transaction of China Electrotechnical Society, vol. 22, No. 2, 2007, pp. 28-33. Search in Google Scholar

[9]Senjyu T., Kashiwagi T. and Uezato K., “Position control of ultrasonic motors using MRAC and dead-zone compensation with fuzzy inference”, IEEE Transactions on Power Electronics, vol. 17, No. 2, 2002, pp. 265-272.10.1109/63.988945 Search in Google Scholar

[10]Yoshida T., Senjyu T. and Nakamura M., “Position control of ultrasonic motors using deadzone compensation with fuzzy neural network”, Electric Power Components and Systems, vol. 34, No. 8, 2006, pp. 1253-1266.10.1080/15325000600698795 Search in Google Scholar

[11]Chen T. C., Yu C. H., Chen C. J. and Tsai M. C., “Neuro-fuzzy speed control of travelingwave type ultrasonic motor drive using frequency and phase modulation”, ISA Transactions, vol. 47, No. 2, 2008, pp. 325-338.10.1016/j.isatra.2008.04.00118501903 Search in Google Scholar

[12]Faa-Jeng L., Syuan-Yi C. and Po-Huan C., “Interval type-2 fuzzy neural network control for X-Y-Theta motion control stage using linear ultrasonic motors”, Neurocomputing, vol.72, 4-6, 2009, pp. 1138-1151.10.1016/j.neucom.2008.02.013 Search in Google Scholar

[13]Amir Mehdi Yazdani, Ahmadreza Ahmadi, Salinda Buyamin, Mohd Fua’ad Rahmat, Farshad Davoudifar and Herlina Abd Rahim, “Imperialist competitive algorithm-based fuzzy PID control methodology for speed tracking enhancement of stepper motor”, International Journal on Smart Sensing and Intelligent Systems, vol. 5, No. 3, 2012, pp. 717-741.10.21307/ijssis-2017-504 Search in Google Scholar

[14]Zulfatman and M. F. Rahmat, “Application of self-Tuning fuzzy PID controller on industrial hydraulic actuator using system identification approach”, International Journal on Smart Sensing and Intelligent Systems, vol. 2, No. 2, 2009, pp. 246-261.10.21307/ijssis-2017-349 Search in Google Scholar

[15]Zu-Qiang Long, Yue-Bing Xu, Can Liu, “Fuzzy Control Algorithm Based on Variable Universe of Discourse and Its Expansion-Contraction Factors”, Joumal of Convergence Information Technology, vol. 7, No. 19, 2012, pp. 570-577.10.4156/jcit.vol7.issue19.67 Search in Google Scholar

[16]Zuqiang Long, Wen Long, Yan Yuan, Xiaobo Yi, “Design of Backing-up fuzzy controllers based on variable universe of discourse”, International Journal on Smart Sensing and Intelligent Systems, vol. 6, No. 2, 2013, pp. 505-522.10.21307/ijssis-2017-552 Search in Google Scholar

[17]Shi J., Lv L. and Zhang Y., “Dynamic Takagi-Sugeno Model for the Control of Ultrasonic Motor”, Journal of Control Science and Engineering, 2011(2011), 2011, pp.1-9.10.1155/2011/219278 Search in Google Scholar