On model parameter estimation methods of DC electric motors

José Jiménez González, Francisco Beltrán Carbajal, Felipe González Montañez, Irvin López García

Resumen


This paper describes the implementation of some parameter estimation methods commonly used for direct current (DC) electric motors. Model parameter estimation algorithms based on numerical optimization available in Simulink® are implemented to estimate the motor parameters. In addition, the algebraic identification approach is also applied for on-line parameter estimation. Some numerical comparisons of the presented estimation methods are included to show their satisfactory applicability scope.

Keywords: algebraic identification, DC electric motor, numerical optimization, parameter estimation.


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Referencias


S. F. Alyaqout, P. Y. Papalambros, A. G. Ulsoy, “Combined Robust Design and Robust Control of an Electric DC Motor”. Mechatronics IEEE/ASME. Vol. 16. 2011. 574-582 pp.

Z. Li, J. Chen, G. Zhang, M. G. Gan, “Adaptive robust control for DC motors with input saturation, Control Theory & Applications”. IET. Vol. 5. 2011. 1895-1905 pp.

C. F. Caruntu, C. Lazar, “Robustly stabilizing model predictive control design for networked control systems with an application to direct current motors, Control Theory & Applications”. IET. Vol. 6. 2012. 943-952 pp.

G. Murtaza, A. I. Bhatti, Control of DC motors using sliding mode, Applied

Sciences and Technology (IBCAST). 9th International Bhurban Conference,

37-42 pp.

Identification of Dynamic Systems, Springer-Verlag. Berlin. 2011.

L. Ljung, Systems Identification: Theory for the User. 1987. Prentice-Hall. Upper Saddle River, NJ.

T. Soderstrom, P. Stoica, System Identification. 1989. Prentice-Hall. New York.

M. Fliess, H. Sira-Ramírez, “An algebraic framework for linear identification”. ESAIM: Control. Optimization and Calculus of Variations. Vol. 9. 2003. 151-168 pp.

F. Beltran-Carbajal, G. Silva-Navarro, “On the algebraic parameter identification of vibrating mechanical systems”. International Journal of Mechanical Sciences. Vol. 92. 2015. 178-186 pp.

M. Arias-Montiel, F. Beltran-Carbajal, G. Silva-Navarro, “On-line algebraic

identification of eccentricity parameters in active rotor-bearing systems”.

International Journal of Mechanical Sciences. Vol. 85. 2014. 152-159 pp.

F. Beltran-Carbajal, G. Silva-Navarro, “Adaptive-like vibration control in

mechanical systems with unknown parameters and signals” Asian Journal of Control. Vol. 16. No. 168. 2013. 1613-1626 pp.

F. Beltran-Carbajal, G. Silva-Navarro, M. Arias-Montiel, “Active unbalance control of rotor systems using on-line algebraic identification methods”. Asian Journal of Control. Vol. 16. No. 16. 2013. 1627-1637 pp.

F. Beltran-Carbajal, A. Favela-Contreras, A. Valderrabano-Gonzalez, J. C.

Rosas-Caro, “Output feedback control for robust tracking of position trajectories for DC electric motors”. Electric Power Systems Research. No. 107. 2014. 183-189 pp.

F. Beltran-Carbajal, A. Valderrabano-Gonzalez, J. C. Rosas-Caro, A. Favela-

Contreras, “An asymptotic differentiation approach of signals in velocity tracking control of DC motors”. Electric Power Systems Research. No. 122. 2015. 218-223 pp.

M. Fliess, J. Lévine, P. Martin, P. Rouchon, “Flatness and defect of non-linear

systems: introductory theory and examples”. International Journal of Control. Vol. 61. 1995. 1327-1361 pp.

S. S. Saab, R. A. Kaed-Bey, “Parameter identification of a DC motor: an

experimental approach, Electronics, Circuits and Systems”. ICECS. The 8th IEEE International Conference. Vol. 2. No. 1. 2001. 981,984 pp.

Simulink® Design Optimization ™. TheMathWorks, Inc. 2014.

J. Mikusiński, Operational Calculus, PWN & Pergamon. 2nd Ed. Vol. 1. 1983.

Warsaw, Poland.

H. J. Glaetske, A. P. Prudnikov, K. A. Skrnik, Operational Calculus and Related Topics. 2006. Chapman and Hall/ CR. Boca Raton, FL.






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