Study of Fuzzy-PID Control in MATLAB for Two-Phase Hybrid Stepping Motor

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two-phase hybrid stepping motor is widely used for driving part in industry controlling, the research for control algorithm applied in stepping motor becomes more and more important. The mathematic model of the two-phase hybrid stepping motor and the structure of Fuzzy-PID controller are detailed, and the simulation model of Fuzzy-PID controller in MATLAB/simulink is also founded. Finally, the simulation is done separately for a conventional PID controller and the Fuzzy-PID controller, and the result shows that the setting time and the maximum overshoot value is greatly reduced for the fuzzy-PID controller, and the performance of fuzzy-PID controller is better than conventional PID algorithm.

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664-667

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July 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] Kuo B C, Singh G. A DC type hybrid step motor for large power applications [J]. IEEE Trans on Ind, 1975, 12: 365–372.

DOI: 10.1109/tia.1975.349310

Google Scholar

[2] Nguyen, T.D., Tseng, K.J., Zhang, S., Nguyen, H.T.: A Novel Axial Flux Permanent-Magnet Machine for Flywheel Energy Storage System Design and Analysis [J]. IEEE Transactions on Industrial Electronics, 2011, 58(9), 3784–3794.

DOI: 10.1109/tie.2010.2089939

Google Scholar

[3] Zhang Tuanshan, Zhang Na, Wu Yuting. Study of driving bipolar stepper motors based on enhanced STM32 [J]. Electronic Measurement Technology, 2010, 33(10): 16-18, 55 (in Chinese).

Google Scholar

[4] T. Yano, T. Suzuki, M. Sonoda and M. Kaneko, Basic characteristics of the developed spherical stepping motor[C]. Proc. of International Conference on Intelligent Robots and Systems, kyongyu, Korea (3) (1999) 1393–1398.

DOI: 10.1109/iros.1999.811674

Google Scholar

[5] XU Wenqiang, YAN Jianhong. Derivation of Transmission Function Model of Two-phase Hybrid Stepping Motor [J]. Space Electronic Technology, 2011, (3): 50-53 (in Chinese).

Google Scholar

[6] Chen, K. -Y., Tung, P. -C., Tsai, M. -T., Fan, Y. -H.: A Self-Tuning Fuzzy PID-Type Controller Design for Unbalance Compensation in an Active Magnetic Bearing [J]. Expert Systems with Applications, 2009, 36(4), 8560–8570.

DOI: 10.1016/j.eswa.2008.10.055

Google Scholar

[7] Shan, W., Ma, Y., Newcomb, R.W., Jin, D.: Analog Circuit Implementation of a Variable Universe Adaptive Fuzzy Logic Controller [J]. IEEE Transactions on Circuits and Systems, 2008, 55(10), 976–980.

DOI: 10.1109/tcsii.2008.926795

Google Scholar

[8] Gang, C., Yi, C., Bi, W.S. The multi-sliding mode fuzzy control of the nonlinear electro-hydraulic servo system [J]. Transactions of the Chinese Societh for Agricultural Machinery, 2008, (10), 222–226.

Google Scholar

[9] Dong, P., Wang, Q., Tao, Y. The application of fuzzy PID control in aerosol automatic conference system [J]. Proceeding of the Fourth World Conference on Intelligent Control and Automation, 2002, 2: 923–926.

DOI: 10.1109/wcica.2002.1020710

Google Scholar

[10] Lei, L., Yu, Y.F., Shun, W. The application of fuzzy PID control on electro-hydraulic servo system[J]. Chinese Hydraulics & Pneumatics, 2009, (07), 52–54.

Google Scholar