Neural-network-based stable control by using harmonic analysis: Application to a nonlinear DC motor drive

Neural Computing and Applications

Volumn 13, Issue 4, 2004, Pages 316-322

  Pérez, S González ^a   De Cañete, J Fernández ^a  

^a UNIVERSITY OF MÁLAGA   (Spain)

Author keywords

Harmonic balance; Neurocontrol; Stability analysis

Indexed keywords

CLOSED LOOP CONTROL SYSTEMS; COMPUTER SIMULATION; GRAPH THEORY; HARMONIC ANALYSIS; LYAPUNOV METHODS; NEURAL NETWORKS; NONLINEAR SYSTEMS;

GRAPHICAL TECHNIQUES; HARMONIC BALANCE (HB); NEUROCONTROL; STABILITY ANALYSIS;

CONTROL SYSTEM ANALYSIS;

EID: 11144291430     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-004-0425-0     Document Type: Conference Paper

References (18)

1. Lasalle E (1994) Stability of Lyapunov's direct method with applications. Academic Press, New York
2. Khalil HK (1996) Nonlinear systems, 2nd edn. Prentice Hall, Englewood Cliffs, New Jersey
3. Sastri S (1989) Adaptive control: stability, convergence and robustness. Prentice Hall, Upper Saddle River, New Jersey
4. Mees AI (1981) Dynamics of feedback systems. Wiley, New York
5. Genesio R, Tesi A (1992) Harmonic balance methods for the analysis of chaotic dynamics in nonlinear systems. Automatica 28:531-548
6. Moiola JL, Chen G (1993) Frequency domain approach to computation analysis of bifurcations of limit cycles: a tutorial. Int J Bifurcation Chaos 3:843-867
7. Piccardi C (1994) Bifurcations of limit cycles in periodically forced nonlinear systems: the harmonic balance approach. IEEE Trans Cire Syst 41:315-320
8. Genesio R, Tesi A, Villoresi F (1993) A frequency approach for analyzing and controlling chaos in nonlinear circuits. IEEE Trans Cire Syst 40:819-828
9. Loh AP, Vasnani V (1994) Necessary conditions for limit cycles in multiloop relay systems. IEEE Proc Control Theory Appl 3:163-168
10. Cuesta F, Gordillo F, Aracil J, Ollero A (1999) Stability analysis of nonlinear multivariable Takagi-Sugeno fuzzy control systems. IEEE Trans Fuzzy Sys 2:508-520
11. Gordillo F, Aracil J, Alamo T (1997) Determining limit cycles in fuzzy control systems. In: Proceedings of the 6th IEEE international conference on fuzzy systems (FUZZ-IEEE'97), Barcelona, Spain, July 1997, pp 193-198
12. Ollero A, Aracil J, Gordillo F (1998) Stability analysis in MIMO fuzzy control systems in the frequency domain. In: Proceedings of the 7th IEEE international conference on fuzzy systems (FUZZ-IEEE'98), Anchorage, Alaska, May 1998, pp 49-54
13. Mohler R (1991) Nonlinear systems, vol 1. Dynamics and control. Prentice-Hall, Englewood Cliffs, New Jersey
14. Taylor J (1999) Describing functions. In: Electrical engineering encyclopedia. Wiley, New York
15. de la Sen M (1991) The teaching of digital control design: a project approach. Int J Electrical Eng Educ 28(l):34-46
16. Beale M, Demuth H (2001) Neural network toolbox reference manual. The MathWorks, available at http://www.math-works.com/access/helpdesk/help/toolbox/nnet/nnet.shtml
17. Schwartz C, Gran R (2001) Describing function analysis using MATLAB and Simulink. IEEE Control Sys Mag 40:19-26
18. Le-Huy H, Dessaint LA (1989) An adaptative current control scheme for PWM synchronous motor drives: analysis and simulation. IEEE Trans Power Electro 4(4):486-495