FPGA-based adaptive backstepping control system using RBFN for linear induction motor drive

IET Electric Power Applications

Volumn 2, Issue 6, 2008, Pages 325-340

  Lin, F J ^a   Teng, L T ^b   Chen, C Y ^b   Hung, Y C ^b  

^a NATIONAL CENTRAL UNIVERSITY   (Taiwan)

^b NATIONAL DONG HWA UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

AC MOTORS; ADAPTIVE CONTROL SYSTEMS; CONTROL SYSTEM ANALYSIS; CONTROL SYSTEMS; ELECTRIC DRIVES; FEEDFORWARD NEURAL NETWORKS; FIELD PROGRAMMABLE GATE ARRAYS (FPGA); INDUCTION MOTORS; INDUSTRIAL APPLICATIONS; MOTORS; NEURAL NETWORKS; OBSERVABILITY; RADIAL BASIS FUNCTION NETWORKS; TRAJECTORIES;

ADAPTIVE BACKSTEPPING CONTROLS; APPLICATIONS.; BACKSTEPPING CONTROLS; CONTROL ALGORITHMS; CONTROL PERFORMANCES; CONTROL SCHEMES; FIELD-PROGRAMMABLE GATE ARRAYS; FPGA CHIPS; LINEAR INDUCTION MOTOR DRIVES; LINEAR INDUCTION MOTORS; PERIODIC REFERENCE TRAJECTORIES; RADIAL BASIS FUNCTIONS; STEP BY STEPS; SYSTEM USING; TRACKING CONTROLS;

CONTROL THEORY;

EID: 55349107287     PISSN: 17518660     EISSN: 17518679     Source Type: Journal    
DOI: 10.1049/iet-epa:20070178     Document Type: Article

References (26)

1. Boldea, I., and Nasar, S.A.: ' Linear electric actuators and generators ', (Cambridge University Press, 1997)
2. Benitez, V.H., Sanchez, E.N., and Loukianov, A.G.: ' Neural identification and control for linear induction motors ', J. Intell. Fuzzy Syst., 2005, 16, (1), p. 33-55 1064-1246
3. Amirkhani, H., and Shoulaie, A.: ' Online control of thrust and flux in linear induction motors ', IEE Proc. Electr. Power Appl., 2003, 150, (5), p. 515-520 10.1049/ip-epa:20030234 1350-2352
4. Kang, G., and Nam, K.: ' Field-oriented control scheme for linear induction motor with the end effect ', IEE Proc. Electr. Power Appl., 2005, 152, (6), p. 1565-1572 10.1049/ip-epa:20045185 1350-2352
5. Poitout, S., and Branco, P.J.C.: ' Theoretical modeling and experimental tests of an electromagnetic fluid transportation system driven by a linear induction motor ', IEEE Trans. Magn., 2006, 42, (9), p. 2133-2151 10.1109/TMAG.2006.880396 0018-9464
6. Ferretti, G., Magnani, G., and Rocco, P.: ' Single and multistate integral friction models ', IEEE Trans. Autom. Control, 2004, 49, (12), p. 2292-2297 10.1109/TAC.2004.839234 0018-9286
7. Douglas, L.P.: ' VHDL: programming by example ', 4th edn. (McGraw-Hill, 2002)
8. Roth, H.C.: ' Circuit design with VHDL ', (MIT Press, 2004)
9. Chen, J., and Tang, P.C.: ' A sliding mode current control scheme for PWM brushless DC motor drives ', IEEE Trans. Power Electron., 1999, 14, (3), p. 541-551 10.1109/63.761698 0885-8993
10. Kim, D.: ' An implementation of fuzzy logic controller on the reconfigurable FPGA system ', IEEE Trans. Ind. Electron., 2000, 47, (3), p. 703-715 10.1109/41.847911 0278-0046
11. Ramos, R.R., Biel, D., Fossas, E., and Guinjoan, F.: ' A fixed-frequency quasi-sliding control algorithm: application to power inverters design by means of FPGA implementation ', IEEE Trans. Power Electron., 2003, 18, (1), p. 344-355 10.1109/TPEL.2002.807164 0885-8993
12. Chen, R.X., Chen, L.G., and Chen, L.: ' System design consideration for digital wheelchair controller ', IEEE Trans. Ind. Electron., 2000, 47, (4), p. 898-907 10.1109/41.857970 0278-0046
13. Li, T.S., Chang, S.J., and Chen, Y.X.: ' Implementation of human-like driving skills by autonomous fuzzy behavior control on an FPGA-based car-like mobile robot ', IEEE Trans. Ind. Electron., 2003, 50, (5), p. 867-880 10.1109/TIE.2003.817490 0278-0046
14. Lin, F.J., Wang, D.H., and Huang, P.K.: ' FPGA-based fuzzy sliding-mode control for a linear induction motor drive ', IEE Proc. Electr. Power Appl., 2005, 152, (5), p. 1137-1148 10.1049/ip-epa:20050205 1350-2352
15. Zhang, D., Li, H., and Collins, E.G.: ' Digital anti-windup PI controllers for variable-speed motor drives using FPGA and stochastic theory ', IEEE Trans. Power Electron., 2006, 21, (5), p. 1496-1501 10.1109/TPEL.2006. 882342 0885-8993
16. Taylor, D.G.: ' Nonlinear control of electric machines: an overview ', IEEE Control Syst. Mag., 1994, 14, (6), p. 41-51 10.1109/37.334414 0272-1708
17. Krstic, M., Kanellakopoulos, I., and Kokotovic, P.V.: ' Nonlinear and adaptive control design ', (Wiely, 1995)
18. Shieh, H.J., and Shyu, K.K.: ' Nonlinear sliding-mode torque control with adaptive backstepping approach for induction motor drive ', IEEE Trans. Ind. Electron., 1999, 46, (2), p. 380-389 10.1109/41.753777 0278-0046
19. Tan, Y., Chang, J., and Tan, H.: ' Adaptive backstepping control and friction compensation for AC servo with inertia and load uncertainties ', IEEE Trans. Ind. Electron., 2003, 50, (5), p. 944-952 10.1109/TIE.2003.817574 0278-0046
20. Stuart, J.R., and Peter, N.: ' Artificial intelligence: a modern approach ', (Prentice-Hall, 2003)
21. Lee, M.J., and Choi, Y.K.: ' An adaptive neurocontroller using RBFN for robot manipulators ', IEEE Trans. Ind. Electron., 2004, 51, (3), p. 711-717 0278-0046
22. Seshagiri, S., and Khail, H.K.: ' Output feedback control of nonlinear systems using RBF neural networks ', IEEE Trans. Neural Networks, 2000, 11, (1), p. 69-79 10.1109/72.822511 1045-9227
23. Lee, M.J., and Choi, Y.K.: ' An adaptive neurocontroller using RBFN for robot manipulators ', IEEE Trans. Ind. Electron., 2004, 51, (3), p. 711-717 0278-0046
24. Novotny, D.W., and Lipo, T.A.: ' Vector control and dynamics of AC drives ', (Clarendon Press, 1996)
25. Lin, F.J., Teng, L.T., and Chang, C.K.: ' Adaptive backstepping control for linear-induction-motor drive using FPGA ', IEE Proc. Electr. Power Appl., 2006, 153, (4), p. 483-492 10.1049/ip-epa:20050502 1350-2352
26. Slotine, J., and Li, W.: ' Applied nonlinear control ', (Prentice-Hall, 1991)