FPGA-based neural fuzzy controller design for PMLSM drive

Proceedings of the International Conference on Power Electronics and Drive Systems

Volumn , Issue , 2009, Pages 222-227

  Kung, Ying Shieh ^a   Quang, Nguyen Khanh ^a   Van Anh, Le Thi ^a  

^a SOUTHERN TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

Finite state machine; FPGA; Neural fuzzy controller; PMLSM; VHDL

Indexed keywords

ADJUSTABLE MECHANISMS; DRIVE SYSTEMS; EXPERIMENTAL SYSTEM; EXTERNAL LOADS; FINITE STATE MACHINES; FUZZY BASIS FUNCTIONS; LINEAR SYNCHRONOUS MOTORS; MATHEMATIC MODEL; NEURAL FUZZY; NEURAL-FUZZY CONTROLLERS; POSITION CONTROL LOOP; RADIAL BASIS FUNCTION NEURAL NETWORKS; SYSTEM DYNAMICS; VHSIC HARDWARE DESCRIPTION LANGUAGES;

COMPUTER HARDWARE DESCRIPTION LANGUAGES; CONTOUR FOLLOWERS; FIELD PROGRAMMABLE GATE ARRAYS (FPGA); FUZZY CONTROL; MECHANISMS; NEURAL NETWORKS; PERMANENT MAGNETS; POWER ELECTRONICS; RADIAL BASIS FUNCTION NETWORKS; SYNCHRONOUS MOTORS;

CONTROLLERS;

EID: 77950893309     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PEDS.2009.5385809     Document Type: Conference Paper

References (15)

1. F. Gieras and Z.J. Piech, Linear synchronous motors - transportation and automation systems, CRC Press, 2000.
2. rd international, 2000, vol. 3, pp.1336-1340.
3. G.W. McLean, "Review of recent progress in linear motors," IEE Proc., Part B, vol. 135, no. 6, pp. 380-416, November 1988.
4. T.H. Liu, Y.C. Lee and Y.H. Chang, "Adaptive controller design for a linear motor control system," IEEE Trans. on Aerospace and Electronics System, vol. 40, no.2, pp. 601-613, April 2004.
5. th International on Advanced motion control, 2002, pp. 386-389. (Pubitemid 40761195)
6. Y.S. Kung, R.F. Fung and T.Y. Tai, "Realization of a motion control IC for X-Y Table based on novel FPGA technology", IEEE Trans. Ind. Electron., vol. 56, no. 1, pp. 43-53, Jan. 2009.
7. K.F. Man, K.S. Tang, Z.F. Liu and S. Kwong, "Minimal fuzzy memberships and rules using hierarchical genetic algorithms", IEEE Trans. on Ind. Electron., vol. 45, no.1., pp. 162-169, Feb., 1998. (Pubitemid 128739751)
8. Y.S. Kung, "Design and implementation of a high-performance PMLSM drives using DSP chip," IEEE Trans. on Ind. Electron., vol. 55, no. 3, pp. 1341-1351, March 2008.
9. F.J. Lin, D.H. Wang and P.K. Huang, "FPGA-based fuzzy sliding mode control for a linear induction motor drive," IEE Proc. - Electr. Power Application, vol. 152, no.5, pp. 1137-1148, 2005. (Pubitemid 41392143)
10. E. Monmasson and M. N. Cirstea, "FPGA design methodology for industrial control systems - a review" IEEE Trans. Ind. Electron., vol. 54, no.4, pp.1824-1842, Aug. 2007. (Pubitemid 47097232)
11. Y.S. Kung and M.H. Tsai, "FPGA-based speed control IC for PMSM drive with adaptive fuzzy control," IEEE Trans. on Power Electronics, vol. 22, no. 6, pp. 2476-2486, Nov. 2007. (Pubitemid 350154081)
12. H.C. Huang and C.C. Tsai, "FPGA Implementation of an embedded robust adaptive controller for autonomous omnidirectional mobile Platform," IEEE Trans. Ind. Electron., vol. 56, no. 5, pp. 1604-1616, May 2009.
13. T.S. Li, S.J. Chang and Y.X. Chen, "Implementation of human-like driving skills by autonomous fuzzy behavior control on an FPGA-based car-like mobile robot," IEEE Trans. Ind. Electron., vol. 50, no. 5, pp. 867-880, 2003.
14. Y.C. Hsu, K.F. Tsai, J.T. Liu and E.S. Lin, VHDL modeling for digital design synthesis, KLUWER ACADEMIC PUBLISHERS, TOPPAN COMPANY (S) PTE LTD, 1996.
15. Website: http://www.altera.com